1
|
Gao J, Wang Y, Meng X, Wang X, Han F, Xing H, Lv G, Zhang L, Wu S, Jiang X, Yao Z, Fang X, Zhang J, Bu W. A FAPα-activated MRI nanoprobe for precise grading diagnosis of clinical liver fibrosis. Nat Commun 2024; 15:8036. [PMID: 39271701 PMCID: PMC11399433 DOI: 10.1038/s41467-024-52308-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/21/2023] [Accepted: 09/02/2024] [Indexed: 09/15/2024] Open
Abstract
Molecular imaging holds the potential for noninvasive and accurate grading of liver fibrosis. It is limited by the lack of biomarkers that strongly correlate with liver fibrosis grade. Here, we discover the grading potential of fibroblast activation protein alpha (FAPα) for liver fibrosis through transcriptional analysis and biological assays on clinical liver samples. The protein and mRNA expression of FAPα are linearly correlated with fibrosis grade (R2 = 0.89 and 0.91, respectively). A FAPα-responsive MRI molecular nanoprobe is prepared for quantitatively grading liver fibrosis. The nanoprobe is composed of superparamagnetic amorphous iron nanoparticles (AFeNPs) and paramagnetic gadoteric acid (Gd-DOTA) connected by FAPα-responsive peptide chains (ASGPAGPA). As liver fibrosis worsens, the increased FAPα cut off more ASGPAGPA, restoring a higher T1-MRI signal of Gd-DOTA. Otherwise, the signal remains quenched due to the distance-dependent magnetic resonance tuning (MRET) effect between AFeNPs and Gd-DOTA. The nanoprobe identifies F1, F2, F3, and F4 fibrosis, with area under the curve of 99.8%, 66.7%, 70.4%, and 96.3% in patients' samples, respectively. This strategy exhibits potential in utilizing molecular imaging for the early detection and grading of liver fibrosis in the clinic.
Collapse
Affiliation(s)
- Jiahao Gao
- Department of Radiology, Huashan Hospital, Fudan University, Shanghai, 200040, P. R. China
- Department of Materials Science and State Key Laboratory of Molecular Engineering of Polymers, Academy for Engineering and Technology, Fudan University, Shanghai, 200433, P. R. China
| | - Ya Wang
- Department of Materials Science and State Key Laboratory of Molecular Engineering of Polymers, Academy for Engineering and Technology, Fudan University, Shanghai, 200433, P. R. China
| | - Xianfu Meng
- Department of Materials Science and State Key Laboratory of Molecular Engineering of Polymers, Academy for Engineering and Technology, Fudan University, Shanghai, 200433, P. R. China
- Department of Nuclear Medicine, Changhai Hospital, Navy Medical University, Shanghai, 200433, P. R. China
| | - Xiaoshuang Wang
- Department of Radiology, Huashan Hospital, Fudan University, Shanghai, 200040, P. R. China
| | - Fang Han
- Department of Radiology, Huashan Hospital, Fudan University, Shanghai, 200040, P. R. China
| | - Hao Xing
- Department of General Surgery, Huashan Hospital, Fudan University, Shanghai, 200040, P. R. China
| | - Guanglei Lv
- Center for Biotechnology and Biomedical Engineering, Yiwu Research Institute of Fudan University, Yiwu, 322000, P. R. China
| | - Li Zhang
- Department of Medical Ultrasound, Shanghai Tenth People's Hospital Tongji University Cancer Center, Tongji University School of Medicine, Shanghai, 200072, P. R. China
| | - Shiman Wu
- Department of Radiology, Huashan Hospital, Fudan University, Shanghai, 200040, P. R. China
| | - Xingwu Jiang
- Department of Materials Science and State Key Laboratory of Molecular Engineering of Polymers, Academy for Engineering and Technology, Fudan University, Shanghai, 200433, P. R. China
| | - Zhenwei Yao
- Department of Radiology, Huashan Hospital, Fudan University, Shanghai, 200040, P. R. China
| | - Xiangming Fang
- Department of Radiology, Wuxi People's Hospital, Nanjing Medical University, Wuxi, 2214023, P. R. China.
| | - Jiawen Zhang
- Department of Radiology, Huashan Hospital, Fudan University, Shanghai, 200040, P. R. China.
| | - Wenbo Bu
- Department of Radiology, Huashan Hospital, Fudan University, Shanghai, 200040, P. R. China.
- Department of Materials Science and State Key Laboratory of Molecular Engineering of Polymers, Academy for Engineering and Technology, Fudan University, Shanghai, 200433, P. R. China.
| |
Collapse
|
2
|
Mohebbi A, Mohammadzadeh S, Mohebbi S, Mohammadi A, Tavangar SM. Diagnostic performance of ultrasound elastography in differentiating hepatocellular carcinoma and intrahepatic cholangiocarcinoma: a systematic review and meta-analysis. Abdom Radiol (NY) 2024:10.1007/s00261-024-04502-6. [PMID: 39138663 DOI: 10.1007/s00261-024-04502-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/10/2024] [Revised: 07/18/2024] [Accepted: 07/19/2024] [Indexed: 08/15/2024]
Abstract
PURPOSE To evaluate the diagnostic value of ultrasound elastography (USE) for characterizing hepatocellular carcinoma (HCC) and intrahepatic cholangiocarcinoma (ICC). METHODS The protocol was pre-registered a priori at ( https://osf.io/namvk/ ). Using PubMed, Web of Science, Embase, and Cochrane Library, we found studies up to April 20, 2024 by searching HCC, ICC, and USE as keywords. Parameters of USE were directly compared between HCC and ICC patients using random-effects bivariate model on STATA 17.0, MedCalc 20.0, and Psychometrica. Trim & fill method and sensitivity analysis were also performed. RESULTS Eighteen studies were included with 1057 patients, consisting of 863 HCC lesions, 188 ICC lesions, and 6 mixed lesions. The pooled Emean values of HCC and ICC were 28.3 (CI = 19.8 to 36.8) and 44.0 (CI = 20.9 to 67.2). HCC tumors were 34.3% softer than ICC while peritumoral tissue in HCC lesions was 75% stiffer than ICC lesions based on Emean. The strain value index (tumoral-to-peritumoral ratio) in HCC patients was 49.4% less than that of ICC patients. USE demonstrated a pool sensitivity of 87% (CI = 73-95%), specificity of 82% (CI = 65-92%), positive likelihood ratio of 4.8 (CI = 2.2 to 10.3), negative likelihood ratio of 0.16 (CI = 0.07 to 0.37), and diagnostic odds ratio of 31 (CI = 7 to 127) in differentiation of ICC from HCC. CONCLUSION By evaluating tumoral and pre-tumoral stiffness, along with strain value index, USE may provide a valuable quantitative diagnostic tool for accurately differentiating HCC and ICC.
Collapse
Affiliation(s)
- Alisa Mohebbi
- Universal Scientific Education and Research Network (USERN), Tehran, Iran
- School of Medicine, Tehran University of Medical Sciences., Tehran, Iran
| | - Saeed Mohammadzadeh
- Universal Scientific Education and Research Network (USERN), Tehran, Iran
- School of Medicine, Tehran University of Medical Sciences., Tehran, Iran
| | - Sadra Mohebbi
- Universal Scientific Education and Research Network (USERN), Tehran, Iran
- School of Medicine, Tehran University of Medical Sciences., Tehran, Iran
| | - Afshin Mohammadi
- Department of Radiology, Faculty of Medicine, Urmia University of Medical Science, Urmia, Iran
| | - Seyed Mohammad Tavangar
- Department of Pathology, Dr. Shariati Hospital, Tehran University of Medical Sciences, Tehran, Iran.
- Chronic Diseases Research Center, Endocrinology and Metabolism Population Sciences Institute, Tehran University of Medical Sciences, Tehran, Iran.
| |
Collapse
|
3
|
Hosseeini SM, Jafari M, Tahmasebi M, Adibi P. Adaptation of Clinical Practice Guideline for Assessment of Liver Fibrosis in Patients with Non Alcoholic Fatty Liver Disease in Isfahan Province. Int J Prev Med 2024; 15:27. [PMID: 39239302 PMCID: PMC11376528 DOI: 10.4103/ijpvm.ijpvm_284_22] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/21/2022] [Accepted: 10/04/2023] [Indexed: 09/07/2024] Open
Abstract
Non-alcoholic fatty liver disease (NAFLD) refers to the presence of hepatic steatosis (accumulation of fat in the liver to over 5% of its weight) in the absence of secondary causes of fat accumulation in the liver such as excessive alcohol use. NAFLD is divided into two types: non-alcoholic fatty liver (NAFL) and non-alcoholic steatohepatitis (NASH). Therefore, in this clinical guideline, we sought to determine general and important policies for this disease and modify its managment approaches. We adapted this guideline for the management of NAFLD in Isfahan Province. This guideline was developed by clinical appraisal and review of the evidence, available clinical guidelines, and in consultation with members of the Isfahan Chamber of the Iranian Association of Gastroenterology and Hepatology. Biopsy is recommended as the most reliable method (gold standard) to diagnose steatohepatitis and fibrosis in patients with NAFLD. NAFLD fibrosis score (NFS) and fibrosis-4 (FIB-4) are recommended as the test with the highest predictive value for advanced fibrosis in patients with NAFLD compared to other serologic tests. Among the noninvasive methods used to assess liver fibrosis, transient elastography (TE) is preferable to other methods.
Collapse
Affiliation(s)
- Sayed Mohammad Hosseeini
- Isfahan Gastroenterology and Hepatology Research Center, Isfahan University of Medical Sciences, Isfahan, Iran
| | - Mohammad Jafari
- Isfahan Gastroenterology and Hepatology Research Center, Isfahan University of Medical Sciences, Isfahan, Iran
| | - Marzieh Tahmasebi
- Clinical Informationist Research Group, Health Information Technology Research Center, Isfahan University of Medical Sciences, Isfahan, Iran
| | - Payman Adibi
- Integrative Functional Gastroenterology Research Center, Isfahan University of Medical Sciences, Isfahan, Iran
| |
Collapse
|
4
|
Sugimoto K, Moriyasu F, Dioguardi Burgio M, Vilgrain V, Jesper D, Strobel D, Blank V, Karlas T, Grant EG, Kelahan LC, Gabriel H, Choi BI, Nishimura T, Iijima H, Dubinsky TJ, Gao J, Lee DH, Lee JY, Zhao Y, Huang P, Zeng J, Lim A, Xie X, Barr RG, Cantisani V, Ferraioli G, Sakamaki K, Itoi T, Kage M, Yano H. US Markers and Necroinflammation, Steatosis, and Fibrosis in Metabolic Dysfunction-associated Steatotic Liver Disease: The iLEAD Study. Radiology 2024; 312:e233377. [PMID: 39162633 DOI: 10.1148/radiol.233377] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 08/21/2024]
Abstract
Background Attenuation coefficient (AC) and shear-wave speed (SWS) are established US markers for assessing patients with metabolic dysfunction-associated steatotic liver disease (MASLD), while shear-wave dispersion slope (DS) is not. Purpose To assess the relationship between the multiparametric US imaging markers DS, AC, and SWS and liver histopathologic necroinflammation in patients with MASLD. Materials and Methods This international multicenter prospective study enrolled consecutive patients with biopsy-proven MASLD between June 2019 and March 2023. Before biopsy, all participants underwent multiparametric US, and measurements of DS, AC, and SWS were obtained. Multivariable linear regression analyses were performed to assess the association of clinical variables and imaging markers with pathologic findings. The diagnostic performance of imaging markers for determining inflammation grade, steatosis grade, and fibrosis stage was assessed using the area under the receiver operating characteristic curve (AUC). Results A total of 124 participants (mean age, 53 years ± 15 [SD]; 62 males) were evaluated. In multivariable regression, lobular inflammation was associated with DS (regression coefficient, 0.06; P = .02), alanine aminotransferase level (regression coefficient, 0.002; P = .002), and Hispanic or Latino ethnicity (regression coefficient, -0.68; P = .047), while steatosis was associated with AC (regression coefficient, 3.66; P < .001) and fibrosis was associated with SWS (regression coefficient, 2.02; P < .001) and body mass index (regression coefficient, 0.05; P = .02). DS achieved an AUC of 0.72 (95% CI: 0.63, 0.82) for identifying participants with inflammation grade A2 or higher (moderate to severe inflammation). AC showed excellent performance for identifying participants with grade S1 (mild) or higher steatosis (AUC, 0.92 [95% CI: 0.87, 0.97]), while SWS showed excellent performance for identifying participants with fibrosis stage F2 or higher (clinically significant fibrosis) (AUC, 0.91 [95% CI: 0.86, 0.96]). Of the three US markers, SWS showed the highest AUC (0.81 [95% CI: 0.74, 0.89]) for the diagnosis of metabolic dysfunction-associated steatohepatitis. Conclusion Of the three US imaging markers (DS, AC, and SWS), DS was most associated with lobular inflammation grade at histologic examination and demonstrated fair diagnostic performance in distinguishing moderate to severe lobular inflammation. ClinicalTrials.gov Identifier: NCT04012242 Published under a CC BY 4.0 license. Supplemental material is available for this article. See also the editorial by Yin in this issue.
Collapse
Affiliation(s)
- Katsutoshi Sugimoto
- From the Department of Gastroenterology and Hepatology, Tokyo Medical University, 6-7-1 Nishishinjuku, Shinjuku-ku, Tokyo 160-0023, Japan (K. Sugimoto, T.I.); Department of Gastroenterology and Hepatology, International University of Health and Welfare, Sanno Hospital, Tokyo, Japan (F.M.); Department of Radiology, Beaujon Hospital, Assistance Publique-Hôpitaux de Paris, Université de Paris, Clichy, France (M.D.B., V.V.); Departments of Internal Medicine 1, Medicine 1, Gastroenterology, Endocrinology, and Pneumology, Erlangen University Hospital, Erlangen, Germany (D.J., D.S.); Division of Gastroenterology, Department of Medicine II, Leipzig University Medical Center, Leipzig, Germany (V.B., T.K.); Department of Radiology, Keck School of Medicine, University of Southern California, Los Angeles, Calif (E.G.G.); Department of Radiology, Northwestern Memorial Hospital, Northwestern University Feinberg School of Medicine, Chicago, Ill (L.C.K., H.G.); Department of Radiology, Chung-Ang University Hospital, Seoul, Korea (B.I.C.); Division of Gastroenterology and Hepatology, Department of Internal Medicine, Hyogo College of Medicine, Nishinomiya, Japan (T.N., H.I.); Department of Radiology, University of Washington, Seattle, Wash (T.J.D.); Rocky Vista University, Ivins, Utah (J.G.); Department of Radiology, Seoul National University Hospital, Seoul, Korea (D.H.L., J.Y.L.); Department of Ultrasound in Medicine, Second Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, China (Y.Z., P.H.); Department of Ultrasound, Third Affiliated Hospital of Sun Yat-sen University, Guangzhou, China (J.Z.); Department of Imaging, Charing Cross Hospital, Imperial College London and Imperial College Healthcare NHS Trust, London, England (A.L.); Department of Medical Ultrasonics, Institute of Diagnostic and Interventional Ultrasound, First Affiliated Hospital of Sun Yat-sen University, Guangzhou, China (X.X.); Department of Radiology, Northeastern Ohio Medical University, Rootstown, Ohio (R.G.B.); Southwoods Imaging, Youngstown, Ohio (R.G.B.); Division of Internal-Surgical Ultrasound, Department of Radiologic, Oncologic, and Anatomic-Pathologic Science, Polyclinic Umberto I, Sapienza University of Rome, Rome, Italy (V.C.); Department of Clinical-Surgical, Diagnostic, and Pediatric Sciences, Medical School, University of Pavia, Pavia, Italy (G.F.); Center for Data Science, Juntendo University, Tokyo, Japan (K. Sakamaki); and Department of Pathology, Kurume University School of Medicine, Kurume, Japan (M.K., H.Y.)
| | - Fuminori Moriyasu
- From the Department of Gastroenterology and Hepatology, Tokyo Medical University, 6-7-1 Nishishinjuku, Shinjuku-ku, Tokyo 160-0023, Japan (K. Sugimoto, T.I.); Department of Gastroenterology and Hepatology, International University of Health and Welfare, Sanno Hospital, Tokyo, Japan (F.M.); Department of Radiology, Beaujon Hospital, Assistance Publique-Hôpitaux de Paris, Université de Paris, Clichy, France (M.D.B., V.V.); Departments of Internal Medicine 1, Medicine 1, Gastroenterology, Endocrinology, and Pneumology, Erlangen University Hospital, Erlangen, Germany (D.J., D.S.); Division of Gastroenterology, Department of Medicine II, Leipzig University Medical Center, Leipzig, Germany (V.B., T.K.); Department of Radiology, Keck School of Medicine, University of Southern California, Los Angeles, Calif (E.G.G.); Department of Radiology, Northwestern Memorial Hospital, Northwestern University Feinberg School of Medicine, Chicago, Ill (L.C.K., H.G.); Department of Radiology, Chung-Ang University Hospital, Seoul, Korea (B.I.C.); Division of Gastroenterology and Hepatology, Department of Internal Medicine, Hyogo College of Medicine, Nishinomiya, Japan (T.N., H.I.); Department of Radiology, University of Washington, Seattle, Wash (T.J.D.); Rocky Vista University, Ivins, Utah (J.G.); Department of Radiology, Seoul National University Hospital, Seoul, Korea (D.H.L., J.Y.L.); Department of Ultrasound in Medicine, Second Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, China (Y.Z., P.H.); Department of Ultrasound, Third Affiliated Hospital of Sun Yat-sen University, Guangzhou, China (J.Z.); Department of Imaging, Charing Cross Hospital, Imperial College London and Imperial College Healthcare NHS Trust, London, England (A.L.); Department of Medical Ultrasonics, Institute of Diagnostic and Interventional Ultrasound, First Affiliated Hospital of Sun Yat-sen University, Guangzhou, China (X.X.); Department of Radiology, Northeastern Ohio Medical University, Rootstown, Ohio (R.G.B.); Southwoods Imaging, Youngstown, Ohio (R.G.B.); Division of Internal-Surgical Ultrasound, Department of Radiologic, Oncologic, and Anatomic-Pathologic Science, Polyclinic Umberto I, Sapienza University of Rome, Rome, Italy (V.C.); Department of Clinical-Surgical, Diagnostic, and Pediatric Sciences, Medical School, University of Pavia, Pavia, Italy (G.F.); Center for Data Science, Juntendo University, Tokyo, Japan (K. Sakamaki); and Department of Pathology, Kurume University School of Medicine, Kurume, Japan (M.K., H.Y.)
| | - Marco Dioguardi Burgio
- From the Department of Gastroenterology and Hepatology, Tokyo Medical University, 6-7-1 Nishishinjuku, Shinjuku-ku, Tokyo 160-0023, Japan (K. Sugimoto, T.I.); Department of Gastroenterology and Hepatology, International University of Health and Welfare, Sanno Hospital, Tokyo, Japan (F.M.); Department of Radiology, Beaujon Hospital, Assistance Publique-Hôpitaux de Paris, Université de Paris, Clichy, France (M.D.B., V.V.); Departments of Internal Medicine 1, Medicine 1, Gastroenterology, Endocrinology, and Pneumology, Erlangen University Hospital, Erlangen, Germany (D.J., D.S.); Division of Gastroenterology, Department of Medicine II, Leipzig University Medical Center, Leipzig, Germany (V.B., T.K.); Department of Radiology, Keck School of Medicine, University of Southern California, Los Angeles, Calif (E.G.G.); Department of Radiology, Northwestern Memorial Hospital, Northwestern University Feinberg School of Medicine, Chicago, Ill (L.C.K., H.G.); Department of Radiology, Chung-Ang University Hospital, Seoul, Korea (B.I.C.); Division of Gastroenterology and Hepatology, Department of Internal Medicine, Hyogo College of Medicine, Nishinomiya, Japan (T.N., H.I.); Department of Radiology, University of Washington, Seattle, Wash (T.J.D.); Rocky Vista University, Ivins, Utah (J.G.); Department of Radiology, Seoul National University Hospital, Seoul, Korea (D.H.L., J.Y.L.); Department of Ultrasound in Medicine, Second Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, China (Y.Z., P.H.); Department of Ultrasound, Third Affiliated Hospital of Sun Yat-sen University, Guangzhou, China (J.Z.); Department of Imaging, Charing Cross Hospital, Imperial College London and Imperial College Healthcare NHS Trust, London, England (A.L.); Department of Medical Ultrasonics, Institute of Diagnostic and Interventional Ultrasound, First Affiliated Hospital of Sun Yat-sen University, Guangzhou, China (X.X.); Department of Radiology, Northeastern Ohio Medical University, Rootstown, Ohio (R.G.B.); Southwoods Imaging, Youngstown, Ohio (R.G.B.); Division of Internal-Surgical Ultrasound, Department of Radiologic, Oncologic, and Anatomic-Pathologic Science, Polyclinic Umberto I, Sapienza University of Rome, Rome, Italy (V.C.); Department of Clinical-Surgical, Diagnostic, and Pediatric Sciences, Medical School, University of Pavia, Pavia, Italy (G.F.); Center for Data Science, Juntendo University, Tokyo, Japan (K. Sakamaki); and Department of Pathology, Kurume University School of Medicine, Kurume, Japan (M.K., H.Y.)
| | - Valérie Vilgrain
- From the Department of Gastroenterology and Hepatology, Tokyo Medical University, 6-7-1 Nishishinjuku, Shinjuku-ku, Tokyo 160-0023, Japan (K. Sugimoto, T.I.); Department of Gastroenterology and Hepatology, International University of Health and Welfare, Sanno Hospital, Tokyo, Japan (F.M.); Department of Radiology, Beaujon Hospital, Assistance Publique-Hôpitaux de Paris, Université de Paris, Clichy, France (M.D.B., V.V.); Departments of Internal Medicine 1, Medicine 1, Gastroenterology, Endocrinology, and Pneumology, Erlangen University Hospital, Erlangen, Germany (D.J., D.S.); Division of Gastroenterology, Department of Medicine II, Leipzig University Medical Center, Leipzig, Germany (V.B., T.K.); Department of Radiology, Keck School of Medicine, University of Southern California, Los Angeles, Calif (E.G.G.); Department of Radiology, Northwestern Memorial Hospital, Northwestern University Feinberg School of Medicine, Chicago, Ill (L.C.K., H.G.); Department of Radiology, Chung-Ang University Hospital, Seoul, Korea (B.I.C.); Division of Gastroenterology and Hepatology, Department of Internal Medicine, Hyogo College of Medicine, Nishinomiya, Japan (T.N., H.I.); Department of Radiology, University of Washington, Seattle, Wash (T.J.D.); Rocky Vista University, Ivins, Utah (J.G.); Department of Radiology, Seoul National University Hospital, Seoul, Korea (D.H.L., J.Y.L.); Department of Ultrasound in Medicine, Second Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, China (Y.Z., P.H.); Department of Ultrasound, Third Affiliated Hospital of Sun Yat-sen University, Guangzhou, China (J.Z.); Department of Imaging, Charing Cross Hospital, Imperial College London and Imperial College Healthcare NHS Trust, London, England (A.L.); Department of Medical Ultrasonics, Institute of Diagnostic and Interventional Ultrasound, First Affiliated Hospital of Sun Yat-sen University, Guangzhou, China (X.X.); Department of Radiology, Northeastern Ohio Medical University, Rootstown, Ohio (R.G.B.); Southwoods Imaging, Youngstown, Ohio (R.G.B.); Division of Internal-Surgical Ultrasound, Department of Radiologic, Oncologic, and Anatomic-Pathologic Science, Polyclinic Umberto I, Sapienza University of Rome, Rome, Italy (V.C.); Department of Clinical-Surgical, Diagnostic, and Pediatric Sciences, Medical School, University of Pavia, Pavia, Italy (G.F.); Center for Data Science, Juntendo University, Tokyo, Japan (K. Sakamaki); and Department of Pathology, Kurume University School of Medicine, Kurume, Japan (M.K., H.Y.)
| | - Daniel Jesper
- From the Department of Gastroenterology and Hepatology, Tokyo Medical University, 6-7-1 Nishishinjuku, Shinjuku-ku, Tokyo 160-0023, Japan (K. Sugimoto, T.I.); Department of Gastroenterology and Hepatology, International University of Health and Welfare, Sanno Hospital, Tokyo, Japan (F.M.); Department of Radiology, Beaujon Hospital, Assistance Publique-Hôpitaux de Paris, Université de Paris, Clichy, France (M.D.B., V.V.); Departments of Internal Medicine 1, Medicine 1, Gastroenterology, Endocrinology, and Pneumology, Erlangen University Hospital, Erlangen, Germany (D.J., D.S.); Division of Gastroenterology, Department of Medicine II, Leipzig University Medical Center, Leipzig, Germany (V.B., T.K.); Department of Radiology, Keck School of Medicine, University of Southern California, Los Angeles, Calif (E.G.G.); Department of Radiology, Northwestern Memorial Hospital, Northwestern University Feinberg School of Medicine, Chicago, Ill (L.C.K., H.G.); Department of Radiology, Chung-Ang University Hospital, Seoul, Korea (B.I.C.); Division of Gastroenterology and Hepatology, Department of Internal Medicine, Hyogo College of Medicine, Nishinomiya, Japan (T.N., H.I.); Department of Radiology, University of Washington, Seattle, Wash (T.J.D.); Rocky Vista University, Ivins, Utah (J.G.); Department of Radiology, Seoul National University Hospital, Seoul, Korea (D.H.L., J.Y.L.); Department of Ultrasound in Medicine, Second Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, China (Y.Z., P.H.); Department of Ultrasound, Third Affiliated Hospital of Sun Yat-sen University, Guangzhou, China (J.Z.); Department of Imaging, Charing Cross Hospital, Imperial College London and Imperial College Healthcare NHS Trust, London, England (A.L.); Department of Medical Ultrasonics, Institute of Diagnostic and Interventional Ultrasound, First Affiliated Hospital of Sun Yat-sen University, Guangzhou, China (X.X.); Department of Radiology, Northeastern Ohio Medical University, Rootstown, Ohio (R.G.B.); Southwoods Imaging, Youngstown, Ohio (R.G.B.); Division of Internal-Surgical Ultrasound, Department of Radiologic, Oncologic, and Anatomic-Pathologic Science, Polyclinic Umberto I, Sapienza University of Rome, Rome, Italy (V.C.); Department of Clinical-Surgical, Diagnostic, and Pediatric Sciences, Medical School, University of Pavia, Pavia, Italy (G.F.); Center for Data Science, Juntendo University, Tokyo, Japan (K. Sakamaki); and Department of Pathology, Kurume University School of Medicine, Kurume, Japan (M.K., H.Y.)
| | - Deike Strobel
- From the Department of Gastroenterology and Hepatology, Tokyo Medical University, 6-7-1 Nishishinjuku, Shinjuku-ku, Tokyo 160-0023, Japan (K. Sugimoto, T.I.); Department of Gastroenterology and Hepatology, International University of Health and Welfare, Sanno Hospital, Tokyo, Japan (F.M.); Department of Radiology, Beaujon Hospital, Assistance Publique-Hôpitaux de Paris, Université de Paris, Clichy, France (M.D.B., V.V.); Departments of Internal Medicine 1, Medicine 1, Gastroenterology, Endocrinology, and Pneumology, Erlangen University Hospital, Erlangen, Germany (D.J., D.S.); Division of Gastroenterology, Department of Medicine II, Leipzig University Medical Center, Leipzig, Germany (V.B., T.K.); Department of Radiology, Keck School of Medicine, University of Southern California, Los Angeles, Calif (E.G.G.); Department of Radiology, Northwestern Memorial Hospital, Northwestern University Feinberg School of Medicine, Chicago, Ill (L.C.K., H.G.); Department of Radiology, Chung-Ang University Hospital, Seoul, Korea (B.I.C.); Division of Gastroenterology and Hepatology, Department of Internal Medicine, Hyogo College of Medicine, Nishinomiya, Japan (T.N., H.I.); Department of Radiology, University of Washington, Seattle, Wash (T.J.D.); Rocky Vista University, Ivins, Utah (J.G.); Department of Radiology, Seoul National University Hospital, Seoul, Korea (D.H.L., J.Y.L.); Department of Ultrasound in Medicine, Second Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, China (Y.Z., P.H.); Department of Ultrasound, Third Affiliated Hospital of Sun Yat-sen University, Guangzhou, China (J.Z.); Department of Imaging, Charing Cross Hospital, Imperial College London and Imperial College Healthcare NHS Trust, London, England (A.L.); Department of Medical Ultrasonics, Institute of Diagnostic and Interventional Ultrasound, First Affiliated Hospital of Sun Yat-sen University, Guangzhou, China (X.X.); Department of Radiology, Northeastern Ohio Medical University, Rootstown, Ohio (R.G.B.); Southwoods Imaging, Youngstown, Ohio (R.G.B.); Division of Internal-Surgical Ultrasound, Department of Radiologic, Oncologic, and Anatomic-Pathologic Science, Polyclinic Umberto I, Sapienza University of Rome, Rome, Italy (V.C.); Department of Clinical-Surgical, Diagnostic, and Pediatric Sciences, Medical School, University of Pavia, Pavia, Italy (G.F.); Center for Data Science, Juntendo University, Tokyo, Japan (K. Sakamaki); and Department of Pathology, Kurume University School of Medicine, Kurume, Japan (M.K., H.Y.)
| | - Valentin Blank
- From the Department of Gastroenterology and Hepatology, Tokyo Medical University, 6-7-1 Nishishinjuku, Shinjuku-ku, Tokyo 160-0023, Japan (K. Sugimoto, T.I.); Department of Gastroenterology and Hepatology, International University of Health and Welfare, Sanno Hospital, Tokyo, Japan (F.M.); Department of Radiology, Beaujon Hospital, Assistance Publique-Hôpitaux de Paris, Université de Paris, Clichy, France (M.D.B., V.V.); Departments of Internal Medicine 1, Medicine 1, Gastroenterology, Endocrinology, and Pneumology, Erlangen University Hospital, Erlangen, Germany (D.J., D.S.); Division of Gastroenterology, Department of Medicine II, Leipzig University Medical Center, Leipzig, Germany (V.B., T.K.); Department of Radiology, Keck School of Medicine, University of Southern California, Los Angeles, Calif (E.G.G.); Department of Radiology, Northwestern Memorial Hospital, Northwestern University Feinberg School of Medicine, Chicago, Ill (L.C.K., H.G.); Department of Radiology, Chung-Ang University Hospital, Seoul, Korea (B.I.C.); Division of Gastroenterology and Hepatology, Department of Internal Medicine, Hyogo College of Medicine, Nishinomiya, Japan (T.N., H.I.); Department of Radiology, University of Washington, Seattle, Wash (T.J.D.); Rocky Vista University, Ivins, Utah (J.G.); Department of Radiology, Seoul National University Hospital, Seoul, Korea (D.H.L., J.Y.L.); Department of Ultrasound in Medicine, Second Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, China (Y.Z., P.H.); Department of Ultrasound, Third Affiliated Hospital of Sun Yat-sen University, Guangzhou, China (J.Z.); Department of Imaging, Charing Cross Hospital, Imperial College London and Imperial College Healthcare NHS Trust, London, England (A.L.); Department of Medical Ultrasonics, Institute of Diagnostic and Interventional Ultrasound, First Affiliated Hospital of Sun Yat-sen University, Guangzhou, China (X.X.); Department of Radiology, Northeastern Ohio Medical University, Rootstown, Ohio (R.G.B.); Southwoods Imaging, Youngstown, Ohio (R.G.B.); Division of Internal-Surgical Ultrasound, Department of Radiologic, Oncologic, and Anatomic-Pathologic Science, Polyclinic Umberto I, Sapienza University of Rome, Rome, Italy (V.C.); Department of Clinical-Surgical, Diagnostic, and Pediatric Sciences, Medical School, University of Pavia, Pavia, Italy (G.F.); Center for Data Science, Juntendo University, Tokyo, Japan (K. Sakamaki); and Department of Pathology, Kurume University School of Medicine, Kurume, Japan (M.K., H.Y.)
| | - Thomas Karlas
- From the Department of Gastroenterology and Hepatology, Tokyo Medical University, 6-7-1 Nishishinjuku, Shinjuku-ku, Tokyo 160-0023, Japan (K. Sugimoto, T.I.); Department of Gastroenterology and Hepatology, International University of Health and Welfare, Sanno Hospital, Tokyo, Japan (F.M.); Department of Radiology, Beaujon Hospital, Assistance Publique-Hôpitaux de Paris, Université de Paris, Clichy, France (M.D.B., V.V.); Departments of Internal Medicine 1, Medicine 1, Gastroenterology, Endocrinology, and Pneumology, Erlangen University Hospital, Erlangen, Germany (D.J., D.S.); Division of Gastroenterology, Department of Medicine II, Leipzig University Medical Center, Leipzig, Germany (V.B., T.K.); Department of Radiology, Keck School of Medicine, University of Southern California, Los Angeles, Calif (E.G.G.); Department of Radiology, Northwestern Memorial Hospital, Northwestern University Feinberg School of Medicine, Chicago, Ill (L.C.K., H.G.); Department of Radiology, Chung-Ang University Hospital, Seoul, Korea (B.I.C.); Division of Gastroenterology and Hepatology, Department of Internal Medicine, Hyogo College of Medicine, Nishinomiya, Japan (T.N., H.I.); Department of Radiology, University of Washington, Seattle, Wash (T.J.D.); Rocky Vista University, Ivins, Utah (J.G.); Department of Radiology, Seoul National University Hospital, Seoul, Korea (D.H.L., J.Y.L.); Department of Ultrasound in Medicine, Second Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, China (Y.Z., P.H.); Department of Ultrasound, Third Affiliated Hospital of Sun Yat-sen University, Guangzhou, China (J.Z.); Department of Imaging, Charing Cross Hospital, Imperial College London and Imperial College Healthcare NHS Trust, London, England (A.L.); Department of Medical Ultrasonics, Institute of Diagnostic and Interventional Ultrasound, First Affiliated Hospital of Sun Yat-sen University, Guangzhou, China (X.X.); Department of Radiology, Northeastern Ohio Medical University, Rootstown, Ohio (R.G.B.); Southwoods Imaging, Youngstown, Ohio (R.G.B.); Division of Internal-Surgical Ultrasound, Department of Radiologic, Oncologic, and Anatomic-Pathologic Science, Polyclinic Umberto I, Sapienza University of Rome, Rome, Italy (V.C.); Department of Clinical-Surgical, Diagnostic, and Pediatric Sciences, Medical School, University of Pavia, Pavia, Italy (G.F.); Center for Data Science, Juntendo University, Tokyo, Japan (K. Sakamaki); and Department of Pathology, Kurume University School of Medicine, Kurume, Japan (M.K., H.Y.)
| | - Edward G Grant
- From the Department of Gastroenterology and Hepatology, Tokyo Medical University, 6-7-1 Nishishinjuku, Shinjuku-ku, Tokyo 160-0023, Japan (K. Sugimoto, T.I.); Department of Gastroenterology and Hepatology, International University of Health and Welfare, Sanno Hospital, Tokyo, Japan (F.M.); Department of Radiology, Beaujon Hospital, Assistance Publique-Hôpitaux de Paris, Université de Paris, Clichy, France (M.D.B., V.V.); Departments of Internal Medicine 1, Medicine 1, Gastroenterology, Endocrinology, and Pneumology, Erlangen University Hospital, Erlangen, Germany (D.J., D.S.); Division of Gastroenterology, Department of Medicine II, Leipzig University Medical Center, Leipzig, Germany (V.B., T.K.); Department of Radiology, Keck School of Medicine, University of Southern California, Los Angeles, Calif (E.G.G.); Department of Radiology, Northwestern Memorial Hospital, Northwestern University Feinberg School of Medicine, Chicago, Ill (L.C.K., H.G.); Department of Radiology, Chung-Ang University Hospital, Seoul, Korea (B.I.C.); Division of Gastroenterology and Hepatology, Department of Internal Medicine, Hyogo College of Medicine, Nishinomiya, Japan (T.N., H.I.); Department of Radiology, University of Washington, Seattle, Wash (T.J.D.); Rocky Vista University, Ivins, Utah (J.G.); Department of Radiology, Seoul National University Hospital, Seoul, Korea (D.H.L., J.Y.L.); Department of Ultrasound in Medicine, Second Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, China (Y.Z., P.H.); Department of Ultrasound, Third Affiliated Hospital of Sun Yat-sen University, Guangzhou, China (J.Z.); Department of Imaging, Charing Cross Hospital, Imperial College London and Imperial College Healthcare NHS Trust, London, England (A.L.); Department of Medical Ultrasonics, Institute of Diagnostic and Interventional Ultrasound, First Affiliated Hospital of Sun Yat-sen University, Guangzhou, China (X.X.); Department of Radiology, Northeastern Ohio Medical University, Rootstown, Ohio (R.G.B.); Southwoods Imaging, Youngstown, Ohio (R.G.B.); Division of Internal-Surgical Ultrasound, Department of Radiologic, Oncologic, and Anatomic-Pathologic Science, Polyclinic Umberto I, Sapienza University of Rome, Rome, Italy (V.C.); Department of Clinical-Surgical, Diagnostic, and Pediatric Sciences, Medical School, University of Pavia, Pavia, Italy (G.F.); Center for Data Science, Juntendo University, Tokyo, Japan (K. Sakamaki); and Department of Pathology, Kurume University School of Medicine, Kurume, Japan (M.K., H.Y.)
| | - Linda C Kelahan
- From the Department of Gastroenterology and Hepatology, Tokyo Medical University, 6-7-1 Nishishinjuku, Shinjuku-ku, Tokyo 160-0023, Japan (K. Sugimoto, T.I.); Department of Gastroenterology and Hepatology, International University of Health and Welfare, Sanno Hospital, Tokyo, Japan (F.M.); Department of Radiology, Beaujon Hospital, Assistance Publique-Hôpitaux de Paris, Université de Paris, Clichy, France (M.D.B., V.V.); Departments of Internal Medicine 1, Medicine 1, Gastroenterology, Endocrinology, and Pneumology, Erlangen University Hospital, Erlangen, Germany (D.J., D.S.); Division of Gastroenterology, Department of Medicine II, Leipzig University Medical Center, Leipzig, Germany (V.B., T.K.); Department of Radiology, Keck School of Medicine, University of Southern California, Los Angeles, Calif (E.G.G.); Department of Radiology, Northwestern Memorial Hospital, Northwestern University Feinberg School of Medicine, Chicago, Ill (L.C.K., H.G.); Department of Radiology, Chung-Ang University Hospital, Seoul, Korea (B.I.C.); Division of Gastroenterology and Hepatology, Department of Internal Medicine, Hyogo College of Medicine, Nishinomiya, Japan (T.N., H.I.); Department of Radiology, University of Washington, Seattle, Wash (T.J.D.); Rocky Vista University, Ivins, Utah (J.G.); Department of Radiology, Seoul National University Hospital, Seoul, Korea (D.H.L., J.Y.L.); Department of Ultrasound in Medicine, Second Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, China (Y.Z., P.H.); Department of Ultrasound, Third Affiliated Hospital of Sun Yat-sen University, Guangzhou, China (J.Z.); Department of Imaging, Charing Cross Hospital, Imperial College London and Imperial College Healthcare NHS Trust, London, England (A.L.); Department of Medical Ultrasonics, Institute of Diagnostic and Interventional Ultrasound, First Affiliated Hospital of Sun Yat-sen University, Guangzhou, China (X.X.); Department of Radiology, Northeastern Ohio Medical University, Rootstown, Ohio (R.G.B.); Southwoods Imaging, Youngstown, Ohio (R.G.B.); Division of Internal-Surgical Ultrasound, Department of Radiologic, Oncologic, and Anatomic-Pathologic Science, Polyclinic Umberto I, Sapienza University of Rome, Rome, Italy (V.C.); Department of Clinical-Surgical, Diagnostic, and Pediatric Sciences, Medical School, University of Pavia, Pavia, Italy (G.F.); Center for Data Science, Juntendo University, Tokyo, Japan (K. Sakamaki); and Department of Pathology, Kurume University School of Medicine, Kurume, Japan (M.K., H.Y.)
| | - Helena Gabriel
- From the Department of Gastroenterology and Hepatology, Tokyo Medical University, 6-7-1 Nishishinjuku, Shinjuku-ku, Tokyo 160-0023, Japan (K. Sugimoto, T.I.); Department of Gastroenterology and Hepatology, International University of Health and Welfare, Sanno Hospital, Tokyo, Japan (F.M.); Department of Radiology, Beaujon Hospital, Assistance Publique-Hôpitaux de Paris, Université de Paris, Clichy, France (M.D.B., V.V.); Departments of Internal Medicine 1, Medicine 1, Gastroenterology, Endocrinology, and Pneumology, Erlangen University Hospital, Erlangen, Germany (D.J., D.S.); Division of Gastroenterology, Department of Medicine II, Leipzig University Medical Center, Leipzig, Germany (V.B., T.K.); Department of Radiology, Keck School of Medicine, University of Southern California, Los Angeles, Calif (E.G.G.); Department of Radiology, Northwestern Memorial Hospital, Northwestern University Feinberg School of Medicine, Chicago, Ill (L.C.K., H.G.); Department of Radiology, Chung-Ang University Hospital, Seoul, Korea (B.I.C.); Division of Gastroenterology and Hepatology, Department of Internal Medicine, Hyogo College of Medicine, Nishinomiya, Japan (T.N., H.I.); Department of Radiology, University of Washington, Seattle, Wash (T.J.D.); Rocky Vista University, Ivins, Utah (J.G.); Department of Radiology, Seoul National University Hospital, Seoul, Korea (D.H.L., J.Y.L.); Department of Ultrasound in Medicine, Second Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, China (Y.Z., P.H.); Department of Ultrasound, Third Affiliated Hospital of Sun Yat-sen University, Guangzhou, China (J.Z.); Department of Imaging, Charing Cross Hospital, Imperial College London and Imperial College Healthcare NHS Trust, London, England (A.L.); Department of Medical Ultrasonics, Institute of Diagnostic and Interventional Ultrasound, First Affiliated Hospital of Sun Yat-sen University, Guangzhou, China (X.X.); Department of Radiology, Northeastern Ohio Medical University, Rootstown, Ohio (R.G.B.); Southwoods Imaging, Youngstown, Ohio (R.G.B.); Division of Internal-Surgical Ultrasound, Department of Radiologic, Oncologic, and Anatomic-Pathologic Science, Polyclinic Umberto I, Sapienza University of Rome, Rome, Italy (V.C.); Department of Clinical-Surgical, Diagnostic, and Pediatric Sciences, Medical School, University of Pavia, Pavia, Italy (G.F.); Center for Data Science, Juntendo University, Tokyo, Japan (K. Sakamaki); and Department of Pathology, Kurume University School of Medicine, Kurume, Japan (M.K., H.Y.)
| | - Byung Ihn Choi
- From the Department of Gastroenterology and Hepatology, Tokyo Medical University, 6-7-1 Nishishinjuku, Shinjuku-ku, Tokyo 160-0023, Japan (K. Sugimoto, T.I.); Department of Gastroenterology and Hepatology, International University of Health and Welfare, Sanno Hospital, Tokyo, Japan (F.M.); Department of Radiology, Beaujon Hospital, Assistance Publique-Hôpitaux de Paris, Université de Paris, Clichy, France (M.D.B., V.V.); Departments of Internal Medicine 1, Medicine 1, Gastroenterology, Endocrinology, and Pneumology, Erlangen University Hospital, Erlangen, Germany (D.J., D.S.); Division of Gastroenterology, Department of Medicine II, Leipzig University Medical Center, Leipzig, Germany (V.B., T.K.); Department of Radiology, Keck School of Medicine, University of Southern California, Los Angeles, Calif (E.G.G.); Department of Radiology, Northwestern Memorial Hospital, Northwestern University Feinberg School of Medicine, Chicago, Ill (L.C.K., H.G.); Department of Radiology, Chung-Ang University Hospital, Seoul, Korea (B.I.C.); Division of Gastroenterology and Hepatology, Department of Internal Medicine, Hyogo College of Medicine, Nishinomiya, Japan (T.N., H.I.); Department of Radiology, University of Washington, Seattle, Wash (T.J.D.); Rocky Vista University, Ivins, Utah (J.G.); Department of Radiology, Seoul National University Hospital, Seoul, Korea (D.H.L., J.Y.L.); Department of Ultrasound in Medicine, Second Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, China (Y.Z., P.H.); Department of Ultrasound, Third Affiliated Hospital of Sun Yat-sen University, Guangzhou, China (J.Z.); Department of Imaging, Charing Cross Hospital, Imperial College London and Imperial College Healthcare NHS Trust, London, England (A.L.); Department of Medical Ultrasonics, Institute of Diagnostic and Interventional Ultrasound, First Affiliated Hospital of Sun Yat-sen University, Guangzhou, China (X.X.); Department of Radiology, Northeastern Ohio Medical University, Rootstown, Ohio (R.G.B.); Southwoods Imaging, Youngstown, Ohio (R.G.B.); Division of Internal-Surgical Ultrasound, Department of Radiologic, Oncologic, and Anatomic-Pathologic Science, Polyclinic Umberto I, Sapienza University of Rome, Rome, Italy (V.C.); Department of Clinical-Surgical, Diagnostic, and Pediatric Sciences, Medical School, University of Pavia, Pavia, Italy (G.F.); Center for Data Science, Juntendo University, Tokyo, Japan (K. Sakamaki); and Department of Pathology, Kurume University School of Medicine, Kurume, Japan (M.K., H.Y.)
| | - Takashi Nishimura
- From the Department of Gastroenterology and Hepatology, Tokyo Medical University, 6-7-1 Nishishinjuku, Shinjuku-ku, Tokyo 160-0023, Japan (K. Sugimoto, T.I.); Department of Gastroenterology and Hepatology, International University of Health and Welfare, Sanno Hospital, Tokyo, Japan (F.M.); Department of Radiology, Beaujon Hospital, Assistance Publique-Hôpitaux de Paris, Université de Paris, Clichy, France (M.D.B., V.V.); Departments of Internal Medicine 1, Medicine 1, Gastroenterology, Endocrinology, and Pneumology, Erlangen University Hospital, Erlangen, Germany (D.J., D.S.); Division of Gastroenterology, Department of Medicine II, Leipzig University Medical Center, Leipzig, Germany (V.B., T.K.); Department of Radiology, Keck School of Medicine, University of Southern California, Los Angeles, Calif (E.G.G.); Department of Radiology, Northwestern Memorial Hospital, Northwestern University Feinberg School of Medicine, Chicago, Ill (L.C.K., H.G.); Department of Radiology, Chung-Ang University Hospital, Seoul, Korea (B.I.C.); Division of Gastroenterology and Hepatology, Department of Internal Medicine, Hyogo College of Medicine, Nishinomiya, Japan (T.N., H.I.); Department of Radiology, University of Washington, Seattle, Wash (T.J.D.); Rocky Vista University, Ivins, Utah (J.G.); Department of Radiology, Seoul National University Hospital, Seoul, Korea (D.H.L., J.Y.L.); Department of Ultrasound in Medicine, Second Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, China (Y.Z., P.H.); Department of Ultrasound, Third Affiliated Hospital of Sun Yat-sen University, Guangzhou, China (J.Z.); Department of Imaging, Charing Cross Hospital, Imperial College London and Imperial College Healthcare NHS Trust, London, England (A.L.); Department of Medical Ultrasonics, Institute of Diagnostic and Interventional Ultrasound, First Affiliated Hospital of Sun Yat-sen University, Guangzhou, China (X.X.); Department of Radiology, Northeastern Ohio Medical University, Rootstown, Ohio (R.G.B.); Southwoods Imaging, Youngstown, Ohio (R.G.B.); Division of Internal-Surgical Ultrasound, Department of Radiologic, Oncologic, and Anatomic-Pathologic Science, Polyclinic Umberto I, Sapienza University of Rome, Rome, Italy (V.C.); Department of Clinical-Surgical, Diagnostic, and Pediatric Sciences, Medical School, University of Pavia, Pavia, Italy (G.F.); Center for Data Science, Juntendo University, Tokyo, Japan (K. Sakamaki); and Department of Pathology, Kurume University School of Medicine, Kurume, Japan (M.K., H.Y.)
| | - Hiroko Iijima
- From the Department of Gastroenterology and Hepatology, Tokyo Medical University, 6-7-1 Nishishinjuku, Shinjuku-ku, Tokyo 160-0023, Japan (K. Sugimoto, T.I.); Department of Gastroenterology and Hepatology, International University of Health and Welfare, Sanno Hospital, Tokyo, Japan (F.M.); Department of Radiology, Beaujon Hospital, Assistance Publique-Hôpitaux de Paris, Université de Paris, Clichy, France (M.D.B., V.V.); Departments of Internal Medicine 1, Medicine 1, Gastroenterology, Endocrinology, and Pneumology, Erlangen University Hospital, Erlangen, Germany (D.J., D.S.); Division of Gastroenterology, Department of Medicine II, Leipzig University Medical Center, Leipzig, Germany (V.B., T.K.); Department of Radiology, Keck School of Medicine, University of Southern California, Los Angeles, Calif (E.G.G.); Department of Radiology, Northwestern Memorial Hospital, Northwestern University Feinberg School of Medicine, Chicago, Ill (L.C.K., H.G.); Department of Radiology, Chung-Ang University Hospital, Seoul, Korea (B.I.C.); Division of Gastroenterology and Hepatology, Department of Internal Medicine, Hyogo College of Medicine, Nishinomiya, Japan (T.N., H.I.); Department of Radiology, University of Washington, Seattle, Wash (T.J.D.); Rocky Vista University, Ivins, Utah (J.G.); Department of Radiology, Seoul National University Hospital, Seoul, Korea (D.H.L., J.Y.L.); Department of Ultrasound in Medicine, Second Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, China (Y.Z., P.H.); Department of Ultrasound, Third Affiliated Hospital of Sun Yat-sen University, Guangzhou, China (J.Z.); Department of Imaging, Charing Cross Hospital, Imperial College London and Imperial College Healthcare NHS Trust, London, England (A.L.); Department of Medical Ultrasonics, Institute of Diagnostic and Interventional Ultrasound, First Affiliated Hospital of Sun Yat-sen University, Guangzhou, China (X.X.); Department of Radiology, Northeastern Ohio Medical University, Rootstown, Ohio (R.G.B.); Southwoods Imaging, Youngstown, Ohio (R.G.B.); Division of Internal-Surgical Ultrasound, Department of Radiologic, Oncologic, and Anatomic-Pathologic Science, Polyclinic Umberto I, Sapienza University of Rome, Rome, Italy (V.C.); Department of Clinical-Surgical, Diagnostic, and Pediatric Sciences, Medical School, University of Pavia, Pavia, Italy (G.F.); Center for Data Science, Juntendo University, Tokyo, Japan (K. Sakamaki); and Department of Pathology, Kurume University School of Medicine, Kurume, Japan (M.K., H.Y.)
| | - Theodore J Dubinsky
- From the Department of Gastroenterology and Hepatology, Tokyo Medical University, 6-7-1 Nishishinjuku, Shinjuku-ku, Tokyo 160-0023, Japan (K. Sugimoto, T.I.); Department of Gastroenterology and Hepatology, International University of Health and Welfare, Sanno Hospital, Tokyo, Japan (F.M.); Department of Radiology, Beaujon Hospital, Assistance Publique-Hôpitaux de Paris, Université de Paris, Clichy, France (M.D.B., V.V.); Departments of Internal Medicine 1, Medicine 1, Gastroenterology, Endocrinology, and Pneumology, Erlangen University Hospital, Erlangen, Germany (D.J., D.S.); Division of Gastroenterology, Department of Medicine II, Leipzig University Medical Center, Leipzig, Germany (V.B., T.K.); Department of Radiology, Keck School of Medicine, University of Southern California, Los Angeles, Calif (E.G.G.); Department of Radiology, Northwestern Memorial Hospital, Northwestern University Feinberg School of Medicine, Chicago, Ill (L.C.K., H.G.); Department of Radiology, Chung-Ang University Hospital, Seoul, Korea (B.I.C.); Division of Gastroenterology and Hepatology, Department of Internal Medicine, Hyogo College of Medicine, Nishinomiya, Japan (T.N., H.I.); Department of Radiology, University of Washington, Seattle, Wash (T.J.D.); Rocky Vista University, Ivins, Utah (J.G.); Department of Radiology, Seoul National University Hospital, Seoul, Korea (D.H.L., J.Y.L.); Department of Ultrasound in Medicine, Second Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, China (Y.Z., P.H.); Department of Ultrasound, Third Affiliated Hospital of Sun Yat-sen University, Guangzhou, China (J.Z.); Department of Imaging, Charing Cross Hospital, Imperial College London and Imperial College Healthcare NHS Trust, London, England (A.L.); Department of Medical Ultrasonics, Institute of Diagnostic and Interventional Ultrasound, First Affiliated Hospital of Sun Yat-sen University, Guangzhou, China (X.X.); Department of Radiology, Northeastern Ohio Medical University, Rootstown, Ohio (R.G.B.); Southwoods Imaging, Youngstown, Ohio (R.G.B.); Division of Internal-Surgical Ultrasound, Department of Radiologic, Oncologic, and Anatomic-Pathologic Science, Polyclinic Umberto I, Sapienza University of Rome, Rome, Italy (V.C.); Department of Clinical-Surgical, Diagnostic, and Pediatric Sciences, Medical School, University of Pavia, Pavia, Italy (G.F.); Center for Data Science, Juntendo University, Tokyo, Japan (K. Sakamaki); and Department of Pathology, Kurume University School of Medicine, Kurume, Japan (M.K., H.Y.)
| | - Jing Gao
- From the Department of Gastroenterology and Hepatology, Tokyo Medical University, 6-7-1 Nishishinjuku, Shinjuku-ku, Tokyo 160-0023, Japan (K. Sugimoto, T.I.); Department of Gastroenterology and Hepatology, International University of Health and Welfare, Sanno Hospital, Tokyo, Japan (F.M.); Department of Radiology, Beaujon Hospital, Assistance Publique-Hôpitaux de Paris, Université de Paris, Clichy, France (M.D.B., V.V.); Departments of Internal Medicine 1, Medicine 1, Gastroenterology, Endocrinology, and Pneumology, Erlangen University Hospital, Erlangen, Germany (D.J., D.S.); Division of Gastroenterology, Department of Medicine II, Leipzig University Medical Center, Leipzig, Germany (V.B., T.K.); Department of Radiology, Keck School of Medicine, University of Southern California, Los Angeles, Calif (E.G.G.); Department of Radiology, Northwestern Memorial Hospital, Northwestern University Feinberg School of Medicine, Chicago, Ill (L.C.K., H.G.); Department of Radiology, Chung-Ang University Hospital, Seoul, Korea (B.I.C.); Division of Gastroenterology and Hepatology, Department of Internal Medicine, Hyogo College of Medicine, Nishinomiya, Japan (T.N., H.I.); Department of Radiology, University of Washington, Seattle, Wash (T.J.D.); Rocky Vista University, Ivins, Utah (J.G.); Department of Radiology, Seoul National University Hospital, Seoul, Korea (D.H.L., J.Y.L.); Department of Ultrasound in Medicine, Second Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, China (Y.Z., P.H.); Department of Ultrasound, Third Affiliated Hospital of Sun Yat-sen University, Guangzhou, China (J.Z.); Department of Imaging, Charing Cross Hospital, Imperial College London and Imperial College Healthcare NHS Trust, London, England (A.L.); Department of Medical Ultrasonics, Institute of Diagnostic and Interventional Ultrasound, First Affiliated Hospital of Sun Yat-sen University, Guangzhou, China (X.X.); Department of Radiology, Northeastern Ohio Medical University, Rootstown, Ohio (R.G.B.); Southwoods Imaging, Youngstown, Ohio (R.G.B.); Division of Internal-Surgical Ultrasound, Department of Radiologic, Oncologic, and Anatomic-Pathologic Science, Polyclinic Umberto I, Sapienza University of Rome, Rome, Italy (V.C.); Department of Clinical-Surgical, Diagnostic, and Pediatric Sciences, Medical School, University of Pavia, Pavia, Italy (G.F.); Center for Data Science, Juntendo University, Tokyo, Japan (K. Sakamaki); and Department of Pathology, Kurume University School of Medicine, Kurume, Japan (M.K., H.Y.)
| | - Dong Ho Lee
- From the Department of Gastroenterology and Hepatology, Tokyo Medical University, 6-7-1 Nishishinjuku, Shinjuku-ku, Tokyo 160-0023, Japan (K. Sugimoto, T.I.); Department of Gastroenterology and Hepatology, International University of Health and Welfare, Sanno Hospital, Tokyo, Japan (F.M.); Department of Radiology, Beaujon Hospital, Assistance Publique-Hôpitaux de Paris, Université de Paris, Clichy, France (M.D.B., V.V.); Departments of Internal Medicine 1, Medicine 1, Gastroenterology, Endocrinology, and Pneumology, Erlangen University Hospital, Erlangen, Germany (D.J., D.S.); Division of Gastroenterology, Department of Medicine II, Leipzig University Medical Center, Leipzig, Germany (V.B., T.K.); Department of Radiology, Keck School of Medicine, University of Southern California, Los Angeles, Calif (E.G.G.); Department of Radiology, Northwestern Memorial Hospital, Northwestern University Feinberg School of Medicine, Chicago, Ill (L.C.K., H.G.); Department of Radiology, Chung-Ang University Hospital, Seoul, Korea (B.I.C.); Division of Gastroenterology and Hepatology, Department of Internal Medicine, Hyogo College of Medicine, Nishinomiya, Japan (T.N., H.I.); Department of Radiology, University of Washington, Seattle, Wash (T.J.D.); Rocky Vista University, Ivins, Utah (J.G.); Department of Radiology, Seoul National University Hospital, Seoul, Korea (D.H.L., J.Y.L.); Department of Ultrasound in Medicine, Second Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, China (Y.Z., P.H.); Department of Ultrasound, Third Affiliated Hospital of Sun Yat-sen University, Guangzhou, China (J.Z.); Department of Imaging, Charing Cross Hospital, Imperial College London and Imperial College Healthcare NHS Trust, London, England (A.L.); Department of Medical Ultrasonics, Institute of Diagnostic and Interventional Ultrasound, First Affiliated Hospital of Sun Yat-sen University, Guangzhou, China (X.X.); Department of Radiology, Northeastern Ohio Medical University, Rootstown, Ohio (R.G.B.); Southwoods Imaging, Youngstown, Ohio (R.G.B.); Division of Internal-Surgical Ultrasound, Department of Radiologic, Oncologic, and Anatomic-Pathologic Science, Polyclinic Umberto I, Sapienza University of Rome, Rome, Italy (V.C.); Department of Clinical-Surgical, Diagnostic, and Pediatric Sciences, Medical School, University of Pavia, Pavia, Italy (G.F.); Center for Data Science, Juntendo University, Tokyo, Japan (K. Sakamaki); and Department of Pathology, Kurume University School of Medicine, Kurume, Japan (M.K., H.Y.)
| | - Jae Young Lee
- From the Department of Gastroenterology and Hepatology, Tokyo Medical University, 6-7-1 Nishishinjuku, Shinjuku-ku, Tokyo 160-0023, Japan (K. Sugimoto, T.I.); Department of Gastroenterology and Hepatology, International University of Health and Welfare, Sanno Hospital, Tokyo, Japan (F.M.); Department of Radiology, Beaujon Hospital, Assistance Publique-Hôpitaux de Paris, Université de Paris, Clichy, France (M.D.B., V.V.); Departments of Internal Medicine 1, Medicine 1, Gastroenterology, Endocrinology, and Pneumology, Erlangen University Hospital, Erlangen, Germany (D.J., D.S.); Division of Gastroenterology, Department of Medicine II, Leipzig University Medical Center, Leipzig, Germany (V.B., T.K.); Department of Radiology, Keck School of Medicine, University of Southern California, Los Angeles, Calif (E.G.G.); Department of Radiology, Northwestern Memorial Hospital, Northwestern University Feinberg School of Medicine, Chicago, Ill (L.C.K., H.G.); Department of Radiology, Chung-Ang University Hospital, Seoul, Korea (B.I.C.); Division of Gastroenterology and Hepatology, Department of Internal Medicine, Hyogo College of Medicine, Nishinomiya, Japan (T.N., H.I.); Department of Radiology, University of Washington, Seattle, Wash (T.J.D.); Rocky Vista University, Ivins, Utah (J.G.); Department of Radiology, Seoul National University Hospital, Seoul, Korea (D.H.L., J.Y.L.); Department of Ultrasound in Medicine, Second Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, China (Y.Z., P.H.); Department of Ultrasound, Third Affiliated Hospital of Sun Yat-sen University, Guangzhou, China (J.Z.); Department of Imaging, Charing Cross Hospital, Imperial College London and Imperial College Healthcare NHS Trust, London, England (A.L.); Department of Medical Ultrasonics, Institute of Diagnostic and Interventional Ultrasound, First Affiliated Hospital of Sun Yat-sen University, Guangzhou, China (X.X.); Department of Radiology, Northeastern Ohio Medical University, Rootstown, Ohio (R.G.B.); Southwoods Imaging, Youngstown, Ohio (R.G.B.); Division of Internal-Surgical Ultrasound, Department of Radiologic, Oncologic, and Anatomic-Pathologic Science, Polyclinic Umberto I, Sapienza University of Rome, Rome, Italy (V.C.); Department of Clinical-Surgical, Diagnostic, and Pediatric Sciences, Medical School, University of Pavia, Pavia, Italy (G.F.); Center for Data Science, Juntendo University, Tokyo, Japan (K. Sakamaki); and Department of Pathology, Kurume University School of Medicine, Kurume, Japan (M.K., H.Y.)
| | - Yanan Zhao
- From the Department of Gastroenterology and Hepatology, Tokyo Medical University, 6-7-1 Nishishinjuku, Shinjuku-ku, Tokyo 160-0023, Japan (K. Sugimoto, T.I.); Department of Gastroenterology and Hepatology, International University of Health and Welfare, Sanno Hospital, Tokyo, Japan (F.M.); Department of Radiology, Beaujon Hospital, Assistance Publique-Hôpitaux de Paris, Université de Paris, Clichy, France (M.D.B., V.V.); Departments of Internal Medicine 1, Medicine 1, Gastroenterology, Endocrinology, and Pneumology, Erlangen University Hospital, Erlangen, Germany (D.J., D.S.); Division of Gastroenterology, Department of Medicine II, Leipzig University Medical Center, Leipzig, Germany (V.B., T.K.); Department of Radiology, Keck School of Medicine, University of Southern California, Los Angeles, Calif (E.G.G.); Department of Radiology, Northwestern Memorial Hospital, Northwestern University Feinberg School of Medicine, Chicago, Ill (L.C.K., H.G.); Department of Radiology, Chung-Ang University Hospital, Seoul, Korea (B.I.C.); Division of Gastroenterology and Hepatology, Department of Internal Medicine, Hyogo College of Medicine, Nishinomiya, Japan (T.N., H.I.); Department of Radiology, University of Washington, Seattle, Wash (T.J.D.); Rocky Vista University, Ivins, Utah (J.G.); Department of Radiology, Seoul National University Hospital, Seoul, Korea (D.H.L., J.Y.L.); Department of Ultrasound in Medicine, Second Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, China (Y.Z., P.H.); Department of Ultrasound, Third Affiliated Hospital of Sun Yat-sen University, Guangzhou, China (J.Z.); Department of Imaging, Charing Cross Hospital, Imperial College London and Imperial College Healthcare NHS Trust, London, England (A.L.); Department of Medical Ultrasonics, Institute of Diagnostic and Interventional Ultrasound, First Affiliated Hospital of Sun Yat-sen University, Guangzhou, China (X.X.); Department of Radiology, Northeastern Ohio Medical University, Rootstown, Ohio (R.G.B.); Southwoods Imaging, Youngstown, Ohio (R.G.B.); Division of Internal-Surgical Ultrasound, Department of Radiologic, Oncologic, and Anatomic-Pathologic Science, Polyclinic Umberto I, Sapienza University of Rome, Rome, Italy (V.C.); Department of Clinical-Surgical, Diagnostic, and Pediatric Sciences, Medical School, University of Pavia, Pavia, Italy (G.F.); Center for Data Science, Juntendo University, Tokyo, Japan (K. Sakamaki); and Department of Pathology, Kurume University School of Medicine, Kurume, Japan (M.K., H.Y.)
| | - Pintong Huang
- From the Department of Gastroenterology and Hepatology, Tokyo Medical University, 6-7-1 Nishishinjuku, Shinjuku-ku, Tokyo 160-0023, Japan (K. Sugimoto, T.I.); Department of Gastroenterology and Hepatology, International University of Health and Welfare, Sanno Hospital, Tokyo, Japan (F.M.); Department of Radiology, Beaujon Hospital, Assistance Publique-Hôpitaux de Paris, Université de Paris, Clichy, France (M.D.B., V.V.); Departments of Internal Medicine 1, Medicine 1, Gastroenterology, Endocrinology, and Pneumology, Erlangen University Hospital, Erlangen, Germany (D.J., D.S.); Division of Gastroenterology, Department of Medicine II, Leipzig University Medical Center, Leipzig, Germany (V.B., T.K.); Department of Radiology, Keck School of Medicine, University of Southern California, Los Angeles, Calif (E.G.G.); Department of Radiology, Northwestern Memorial Hospital, Northwestern University Feinberg School of Medicine, Chicago, Ill (L.C.K., H.G.); Department of Radiology, Chung-Ang University Hospital, Seoul, Korea (B.I.C.); Division of Gastroenterology and Hepatology, Department of Internal Medicine, Hyogo College of Medicine, Nishinomiya, Japan (T.N., H.I.); Department of Radiology, University of Washington, Seattle, Wash (T.J.D.); Rocky Vista University, Ivins, Utah (J.G.); Department of Radiology, Seoul National University Hospital, Seoul, Korea (D.H.L., J.Y.L.); Department of Ultrasound in Medicine, Second Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, China (Y.Z., P.H.); Department of Ultrasound, Third Affiliated Hospital of Sun Yat-sen University, Guangzhou, China (J.Z.); Department of Imaging, Charing Cross Hospital, Imperial College London and Imperial College Healthcare NHS Trust, London, England (A.L.); Department of Medical Ultrasonics, Institute of Diagnostic and Interventional Ultrasound, First Affiliated Hospital of Sun Yat-sen University, Guangzhou, China (X.X.); Department of Radiology, Northeastern Ohio Medical University, Rootstown, Ohio (R.G.B.); Southwoods Imaging, Youngstown, Ohio (R.G.B.); Division of Internal-Surgical Ultrasound, Department of Radiologic, Oncologic, and Anatomic-Pathologic Science, Polyclinic Umberto I, Sapienza University of Rome, Rome, Italy (V.C.); Department of Clinical-Surgical, Diagnostic, and Pediatric Sciences, Medical School, University of Pavia, Pavia, Italy (G.F.); Center for Data Science, Juntendo University, Tokyo, Japan (K. Sakamaki); and Department of Pathology, Kurume University School of Medicine, Kurume, Japan (M.K., H.Y.)
| | - Jie Zeng
- From the Department of Gastroenterology and Hepatology, Tokyo Medical University, 6-7-1 Nishishinjuku, Shinjuku-ku, Tokyo 160-0023, Japan (K. Sugimoto, T.I.); Department of Gastroenterology and Hepatology, International University of Health and Welfare, Sanno Hospital, Tokyo, Japan (F.M.); Department of Radiology, Beaujon Hospital, Assistance Publique-Hôpitaux de Paris, Université de Paris, Clichy, France (M.D.B., V.V.); Departments of Internal Medicine 1, Medicine 1, Gastroenterology, Endocrinology, and Pneumology, Erlangen University Hospital, Erlangen, Germany (D.J., D.S.); Division of Gastroenterology, Department of Medicine II, Leipzig University Medical Center, Leipzig, Germany (V.B., T.K.); Department of Radiology, Keck School of Medicine, University of Southern California, Los Angeles, Calif (E.G.G.); Department of Radiology, Northwestern Memorial Hospital, Northwestern University Feinberg School of Medicine, Chicago, Ill (L.C.K., H.G.); Department of Radiology, Chung-Ang University Hospital, Seoul, Korea (B.I.C.); Division of Gastroenterology and Hepatology, Department of Internal Medicine, Hyogo College of Medicine, Nishinomiya, Japan (T.N., H.I.); Department of Radiology, University of Washington, Seattle, Wash (T.J.D.); Rocky Vista University, Ivins, Utah (J.G.); Department of Radiology, Seoul National University Hospital, Seoul, Korea (D.H.L., J.Y.L.); Department of Ultrasound in Medicine, Second Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, China (Y.Z., P.H.); Department of Ultrasound, Third Affiliated Hospital of Sun Yat-sen University, Guangzhou, China (J.Z.); Department of Imaging, Charing Cross Hospital, Imperial College London and Imperial College Healthcare NHS Trust, London, England (A.L.); Department of Medical Ultrasonics, Institute of Diagnostic and Interventional Ultrasound, First Affiliated Hospital of Sun Yat-sen University, Guangzhou, China (X.X.); Department of Radiology, Northeastern Ohio Medical University, Rootstown, Ohio (R.G.B.); Southwoods Imaging, Youngstown, Ohio (R.G.B.); Division of Internal-Surgical Ultrasound, Department of Radiologic, Oncologic, and Anatomic-Pathologic Science, Polyclinic Umberto I, Sapienza University of Rome, Rome, Italy (V.C.); Department of Clinical-Surgical, Diagnostic, and Pediatric Sciences, Medical School, University of Pavia, Pavia, Italy (G.F.); Center for Data Science, Juntendo University, Tokyo, Japan (K. Sakamaki); and Department of Pathology, Kurume University School of Medicine, Kurume, Japan (M.K., H.Y.)
| | - Adrian Lim
- From the Department of Gastroenterology and Hepatology, Tokyo Medical University, 6-7-1 Nishishinjuku, Shinjuku-ku, Tokyo 160-0023, Japan (K. Sugimoto, T.I.); Department of Gastroenterology and Hepatology, International University of Health and Welfare, Sanno Hospital, Tokyo, Japan (F.M.); Department of Radiology, Beaujon Hospital, Assistance Publique-Hôpitaux de Paris, Université de Paris, Clichy, France (M.D.B., V.V.); Departments of Internal Medicine 1, Medicine 1, Gastroenterology, Endocrinology, and Pneumology, Erlangen University Hospital, Erlangen, Germany (D.J., D.S.); Division of Gastroenterology, Department of Medicine II, Leipzig University Medical Center, Leipzig, Germany (V.B., T.K.); Department of Radiology, Keck School of Medicine, University of Southern California, Los Angeles, Calif (E.G.G.); Department of Radiology, Northwestern Memorial Hospital, Northwestern University Feinberg School of Medicine, Chicago, Ill (L.C.K., H.G.); Department of Radiology, Chung-Ang University Hospital, Seoul, Korea (B.I.C.); Division of Gastroenterology and Hepatology, Department of Internal Medicine, Hyogo College of Medicine, Nishinomiya, Japan (T.N., H.I.); Department of Radiology, University of Washington, Seattle, Wash (T.J.D.); Rocky Vista University, Ivins, Utah (J.G.); Department of Radiology, Seoul National University Hospital, Seoul, Korea (D.H.L., J.Y.L.); Department of Ultrasound in Medicine, Second Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, China (Y.Z., P.H.); Department of Ultrasound, Third Affiliated Hospital of Sun Yat-sen University, Guangzhou, China (J.Z.); Department of Imaging, Charing Cross Hospital, Imperial College London and Imperial College Healthcare NHS Trust, London, England (A.L.); Department of Medical Ultrasonics, Institute of Diagnostic and Interventional Ultrasound, First Affiliated Hospital of Sun Yat-sen University, Guangzhou, China (X.X.); Department of Radiology, Northeastern Ohio Medical University, Rootstown, Ohio (R.G.B.); Southwoods Imaging, Youngstown, Ohio (R.G.B.); Division of Internal-Surgical Ultrasound, Department of Radiologic, Oncologic, and Anatomic-Pathologic Science, Polyclinic Umberto I, Sapienza University of Rome, Rome, Italy (V.C.); Department of Clinical-Surgical, Diagnostic, and Pediatric Sciences, Medical School, University of Pavia, Pavia, Italy (G.F.); Center for Data Science, Juntendo University, Tokyo, Japan (K. Sakamaki); and Department of Pathology, Kurume University School of Medicine, Kurume, Japan (M.K., H.Y.)
| | - Xiaoyan Xie
- From the Department of Gastroenterology and Hepatology, Tokyo Medical University, 6-7-1 Nishishinjuku, Shinjuku-ku, Tokyo 160-0023, Japan (K. Sugimoto, T.I.); Department of Gastroenterology and Hepatology, International University of Health and Welfare, Sanno Hospital, Tokyo, Japan (F.M.); Department of Radiology, Beaujon Hospital, Assistance Publique-Hôpitaux de Paris, Université de Paris, Clichy, France (M.D.B., V.V.); Departments of Internal Medicine 1, Medicine 1, Gastroenterology, Endocrinology, and Pneumology, Erlangen University Hospital, Erlangen, Germany (D.J., D.S.); Division of Gastroenterology, Department of Medicine II, Leipzig University Medical Center, Leipzig, Germany (V.B., T.K.); Department of Radiology, Keck School of Medicine, University of Southern California, Los Angeles, Calif (E.G.G.); Department of Radiology, Northwestern Memorial Hospital, Northwestern University Feinberg School of Medicine, Chicago, Ill (L.C.K., H.G.); Department of Radiology, Chung-Ang University Hospital, Seoul, Korea (B.I.C.); Division of Gastroenterology and Hepatology, Department of Internal Medicine, Hyogo College of Medicine, Nishinomiya, Japan (T.N., H.I.); Department of Radiology, University of Washington, Seattle, Wash (T.J.D.); Rocky Vista University, Ivins, Utah (J.G.); Department of Radiology, Seoul National University Hospital, Seoul, Korea (D.H.L., J.Y.L.); Department of Ultrasound in Medicine, Second Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, China (Y.Z., P.H.); Department of Ultrasound, Third Affiliated Hospital of Sun Yat-sen University, Guangzhou, China (J.Z.); Department of Imaging, Charing Cross Hospital, Imperial College London and Imperial College Healthcare NHS Trust, London, England (A.L.); Department of Medical Ultrasonics, Institute of Diagnostic and Interventional Ultrasound, First Affiliated Hospital of Sun Yat-sen University, Guangzhou, China (X.X.); Department of Radiology, Northeastern Ohio Medical University, Rootstown, Ohio (R.G.B.); Southwoods Imaging, Youngstown, Ohio (R.G.B.); Division of Internal-Surgical Ultrasound, Department of Radiologic, Oncologic, and Anatomic-Pathologic Science, Polyclinic Umberto I, Sapienza University of Rome, Rome, Italy (V.C.); Department of Clinical-Surgical, Diagnostic, and Pediatric Sciences, Medical School, University of Pavia, Pavia, Italy (G.F.); Center for Data Science, Juntendo University, Tokyo, Japan (K. Sakamaki); and Department of Pathology, Kurume University School of Medicine, Kurume, Japan (M.K., H.Y.)
| | - Richard G Barr
- From the Department of Gastroenterology and Hepatology, Tokyo Medical University, 6-7-1 Nishishinjuku, Shinjuku-ku, Tokyo 160-0023, Japan (K. Sugimoto, T.I.); Department of Gastroenterology and Hepatology, International University of Health and Welfare, Sanno Hospital, Tokyo, Japan (F.M.); Department of Radiology, Beaujon Hospital, Assistance Publique-Hôpitaux de Paris, Université de Paris, Clichy, France (M.D.B., V.V.); Departments of Internal Medicine 1, Medicine 1, Gastroenterology, Endocrinology, and Pneumology, Erlangen University Hospital, Erlangen, Germany (D.J., D.S.); Division of Gastroenterology, Department of Medicine II, Leipzig University Medical Center, Leipzig, Germany (V.B., T.K.); Department of Radiology, Keck School of Medicine, University of Southern California, Los Angeles, Calif (E.G.G.); Department of Radiology, Northwestern Memorial Hospital, Northwestern University Feinberg School of Medicine, Chicago, Ill (L.C.K., H.G.); Department of Radiology, Chung-Ang University Hospital, Seoul, Korea (B.I.C.); Division of Gastroenterology and Hepatology, Department of Internal Medicine, Hyogo College of Medicine, Nishinomiya, Japan (T.N., H.I.); Department of Radiology, University of Washington, Seattle, Wash (T.J.D.); Rocky Vista University, Ivins, Utah (J.G.); Department of Radiology, Seoul National University Hospital, Seoul, Korea (D.H.L., J.Y.L.); Department of Ultrasound in Medicine, Second Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, China (Y.Z., P.H.); Department of Ultrasound, Third Affiliated Hospital of Sun Yat-sen University, Guangzhou, China (J.Z.); Department of Imaging, Charing Cross Hospital, Imperial College London and Imperial College Healthcare NHS Trust, London, England (A.L.); Department of Medical Ultrasonics, Institute of Diagnostic and Interventional Ultrasound, First Affiliated Hospital of Sun Yat-sen University, Guangzhou, China (X.X.); Department of Radiology, Northeastern Ohio Medical University, Rootstown, Ohio (R.G.B.); Southwoods Imaging, Youngstown, Ohio (R.G.B.); Division of Internal-Surgical Ultrasound, Department of Radiologic, Oncologic, and Anatomic-Pathologic Science, Polyclinic Umberto I, Sapienza University of Rome, Rome, Italy (V.C.); Department of Clinical-Surgical, Diagnostic, and Pediatric Sciences, Medical School, University of Pavia, Pavia, Italy (G.F.); Center for Data Science, Juntendo University, Tokyo, Japan (K. Sakamaki); and Department of Pathology, Kurume University School of Medicine, Kurume, Japan (M.K., H.Y.)
| | - Vito Cantisani
- From the Department of Gastroenterology and Hepatology, Tokyo Medical University, 6-7-1 Nishishinjuku, Shinjuku-ku, Tokyo 160-0023, Japan (K. Sugimoto, T.I.); Department of Gastroenterology and Hepatology, International University of Health and Welfare, Sanno Hospital, Tokyo, Japan (F.M.); Department of Radiology, Beaujon Hospital, Assistance Publique-Hôpitaux de Paris, Université de Paris, Clichy, France (M.D.B., V.V.); Departments of Internal Medicine 1, Medicine 1, Gastroenterology, Endocrinology, and Pneumology, Erlangen University Hospital, Erlangen, Germany (D.J., D.S.); Division of Gastroenterology, Department of Medicine II, Leipzig University Medical Center, Leipzig, Germany (V.B., T.K.); Department of Radiology, Keck School of Medicine, University of Southern California, Los Angeles, Calif (E.G.G.); Department of Radiology, Northwestern Memorial Hospital, Northwestern University Feinberg School of Medicine, Chicago, Ill (L.C.K., H.G.); Department of Radiology, Chung-Ang University Hospital, Seoul, Korea (B.I.C.); Division of Gastroenterology and Hepatology, Department of Internal Medicine, Hyogo College of Medicine, Nishinomiya, Japan (T.N., H.I.); Department of Radiology, University of Washington, Seattle, Wash (T.J.D.); Rocky Vista University, Ivins, Utah (J.G.); Department of Radiology, Seoul National University Hospital, Seoul, Korea (D.H.L., J.Y.L.); Department of Ultrasound in Medicine, Second Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, China (Y.Z., P.H.); Department of Ultrasound, Third Affiliated Hospital of Sun Yat-sen University, Guangzhou, China (J.Z.); Department of Imaging, Charing Cross Hospital, Imperial College London and Imperial College Healthcare NHS Trust, London, England (A.L.); Department of Medical Ultrasonics, Institute of Diagnostic and Interventional Ultrasound, First Affiliated Hospital of Sun Yat-sen University, Guangzhou, China (X.X.); Department of Radiology, Northeastern Ohio Medical University, Rootstown, Ohio (R.G.B.); Southwoods Imaging, Youngstown, Ohio (R.G.B.); Division of Internal-Surgical Ultrasound, Department of Radiologic, Oncologic, and Anatomic-Pathologic Science, Polyclinic Umberto I, Sapienza University of Rome, Rome, Italy (V.C.); Department of Clinical-Surgical, Diagnostic, and Pediatric Sciences, Medical School, University of Pavia, Pavia, Italy (G.F.); Center for Data Science, Juntendo University, Tokyo, Japan (K. Sakamaki); and Department of Pathology, Kurume University School of Medicine, Kurume, Japan (M.K., H.Y.)
| | - Giovanna Ferraioli
- From the Department of Gastroenterology and Hepatology, Tokyo Medical University, 6-7-1 Nishishinjuku, Shinjuku-ku, Tokyo 160-0023, Japan (K. Sugimoto, T.I.); Department of Gastroenterology and Hepatology, International University of Health and Welfare, Sanno Hospital, Tokyo, Japan (F.M.); Department of Radiology, Beaujon Hospital, Assistance Publique-Hôpitaux de Paris, Université de Paris, Clichy, France (M.D.B., V.V.); Departments of Internal Medicine 1, Medicine 1, Gastroenterology, Endocrinology, and Pneumology, Erlangen University Hospital, Erlangen, Germany (D.J., D.S.); Division of Gastroenterology, Department of Medicine II, Leipzig University Medical Center, Leipzig, Germany (V.B., T.K.); Department of Radiology, Keck School of Medicine, University of Southern California, Los Angeles, Calif (E.G.G.); Department of Radiology, Northwestern Memorial Hospital, Northwestern University Feinberg School of Medicine, Chicago, Ill (L.C.K., H.G.); Department of Radiology, Chung-Ang University Hospital, Seoul, Korea (B.I.C.); Division of Gastroenterology and Hepatology, Department of Internal Medicine, Hyogo College of Medicine, Nishinomiya, Japan (T.N., H.I.); Department of Radiology, University of Washington, Seattle, Wash (T.J.D.); Rocky Vista University, Ivins, Utah (J.G.); Department of Radiology, Seoul National University Hospital, Seoul, Korea (D.H.L., J.Y.L.); Department of Ultrasound in Medicine, Second Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, China (Y.Z., P.H.); Department of Ultrasound, Third Affiliated Hospital of Sun Yat-sen University, Guangzhou, China (J.Z.); Department of Imaging, Charing Cross Hospital, Imperial College London and Imperial College Healthcare NHS Trust, London, England (A.L.); Department of Medical Ultrasonics, Institute of Diagnostic and Interventional Ultrasound, First Affiliated Hospital of Sun Yat-sen University, Guangzhou, China (X.X.); Department of Radiology, Northeastern Ohio Medical University, Rootstown, Ohio (R.G.B.); Southwoods Imaging, Youngstown, Ohio (R.G.B.); Division of Internal-Surgical Ultrasound, Department of Radiologic, Oncologic, and Anatomic-Pathologic Science, Polyclinic Umberto I, Sapienza University of Rome, Rome, Italy (V.C.); Department of Clinical-Surgical, Diagnostic, and Pediatric Sciences, Medical School, University of Pavia, Pavia, Italy (G.F.); Center for Data Science, Juntendo University, Tokyo, Japan (K. Sakamaki); and Department of Pathology, Kurume University School of Medicine, Kurume, Japan (M.K., H.Y.)
| | - Kentaro Sakamaki
- From the Department of Gastroenterology and Hepatology, Tokyo Medical University, 6-7-1 Nishishinjuku, Shinjuku-ku, Tokyo 160-0023, Japan (K. Sugimoto, T.I.); Department of Gastroenterology and Hepatology, International University of Health and Welfare, Sanno Hospital, Tokyo, Japan (F.M.); Department of Radiology, Beaujon Hospital, Assistance Publique-Hôpitaux de Paris, Université de Paris, Clichy, France (M.D.B., V.V.); Departments of Internal Medicine 1, Medicine 1, Gastroenterology, Endocrinology, and Pneumology, Erlangen University Hospital, Erlangen, Germany (D.J., D.S.); Division of Gastroenterology, Department of Medicine II, Leipzig University Medical Center, Leipzig, Germany (V.B., T.K.); Department of Radiology, Keck School of Medicine, University of Southern California, Los Angeles, Calif (E.G.G.); Department of Radiology, Northwestern Memorial Hospital, Northwestern University Feinberg School of Medicine, Chicago, Ill (L.C.K., H.G.); Department of Radiology, Chung-Ang University Hospital, Seoul, Korea (B.I.C.); Division of Gastroenterology and Hepatology, Department of Internal Medicine, Hyogo College of Medicine, Nishinomiya, Japan (T.N., H.I.); Department of Radiology, University of Washington, Seattle, Wash (T.J.D.); Rocky Vista University, Ivins, Utah (J.G.); Department of Radiology, Seoul National University Hospital, Seoul, Korea (D.H.L., J.Y.L.); Department of Ultrasound in Medicine, Second Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, China (Y.Z., P.H.); Department of Ultrasound, Third Affiliated Hospital of Sun Yat-sen University, Guangzhou, China (J.Z.); Department of Imaging, Charing Cross Hospital, Imperial College London and Imperial College Healthcare NHS Trust, London, England (A.L.); Department of Medical Ultrasonics, Institute of Diagnostic and Interventional Ultrasound, First Affiliated Hospital of Sun Yat-sen University, Guangzhou, China (X.X.); Department of Radiology, Northeastern Ohio Medical University, Rootstown, Ohio (R.G.B.); Southwoods Imaging, Youngstown, Ohio (R.G.B.); Division of Internal-Surgical Ultrasound, Department of Radiologic, Oncologic, and Anatomic-Pathologic Science, Polyclinic Umberto I, Sapienza University of Rome, Rome, Italy (V.C.); Department of Clinical-Surgical, Diagnostic, and Pediatric Sciences, Medical School, University of Pavia, Pavia, Italy (G.F.); Center for Data Science, Juntendo University, Tokyo, Japan (K. Sakamaki); and Department of Pathology, Kurume University School of Medicine, Kurume, Japan (M.K., H.Y.)
| | - Takao Itoi
- From the Department of Gastroenterology and Hepatology, Tokyo Medical University, 6-7-1 Nishishinjuku, Shinjuku-ku, Tokyo 160-0023, Japan (K. Sugimoto, T.I.); Department of Gastroenterology and Hepatology, International University of Health and Welfare, Sanno Hospital, Tokyo, Japan (F.M.); Department of Radiology, Beaujon Hospital, Assistance Publique-Hôpitaux de Paris, Université de Paris, Clichy, France (M.D.B., V.V.); Departments of Internal Medicine 1, Medicine 1, Gastroenterology, Endocrinology, and Pneumology, Erlangen University Hospital, Erlangen, Germany (D.J., D.S.); Division of Gastroenterology, Department of Medicine II, Leipzig University Medical Center, Leipzig, Germany (V.B., T.K.); Department of Radiology, Keck School of Medicine, University of Southern California, Los Angeles, Calif (E.G.G.); Department of Radiology, Northwestern Memorial Hospital, Northwestern University Feinberg School of Medicine, Chicago, Ill (L.C.K., H.G.); Department of Radiology, Chung-Ang University Hospital, Seoul, Korea (B.I.C.); Division of Gastroenterology and Hepatology, Department of Internal Medicine, Hyogo College of Medicine, Nishinomiya, Japan (T.N., H.I.); Department of Radiology, University of Washington, Seattle, Wash (T.J.D.); Rocky Vista University, Ivins, Utah (J.G.); Department of Radiology, Seoul National University Hospital, Seoul, Korea (D.H.L., J.Y.L.); Department of Ultrasound in Medicine, Second Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, China (Y.Z., P.H.); Department of Ultrasound, Third Affiliated Hospital of Sun Yat-sen University, Guangzhou, China (J.Z.); Department of Imaging, Charing Cross Hospital, Imperial College London and Imperial College Healthcare NHS Trust, London, England (A.L.); Department of Medical Ultrasonics, Institute of Diagnostic and Interventional Ultrasound, First Affiliated Hospital of Sun Yat-sen University, Guangzhou, China (X.X.); Department of Radiology, Northeastern Ohio Medical University, Rootstown, Ohio (R.G.B.); Southwoods Imaging, Youngstown, Ohio (R.G.B.); Division of Internal-Surgical Ultrasound, Department of Radiologic, Oncologic, and Anatomic-Pathologic Science, Polyclinic Umberto I, Sapienza University of Rome, Rome, Italy (V.C.); Department of Clinical-Surgical, Diagnostic, and Pediatric Sciences, Medical School, University of Pavia, Pavia, Italy (G.F.); Center for Data Science, Juntendo University, Tokyo, Japan (K. Sakamaki); and Department of Pathology, Kurume University School of Medicine, Kurume, Japan (M.K., H.Y.)
| | - Masayoshi Kage
- From the Department of Gastroenterology and Hepatology, Tokyo Medical University, 6-7-1 Nishishinjuku, Shinjuku-ku, Tokyo 160-0023, Japan (K. Sugimoto, T.I.); Department of Gastroenterology and Hepatology, International University of Health and Welfare, Sanno Hospital, Tokyo, Japan (F.M.); Department of Radiology, Beaujon Hospital, Assistance Publique-Hôpitaux de Paris, Université de Paris, Clichy, France (M.D.B., V.V.); Departments of Internal Medicine 1, Medicine 1, Gastroenterology, Endocrinology, and Pneumology, Erlangen University Hospital, Erlangen, Germany (D.J., D.S.); Division of Gastroenterology, Department of Medicine II, Leipzig University Medical Center, Leipzig, Germany (V.B., T.K.); Department of Radiology, Keck School of Medicine, University of Southern California, Los Angeles, Calif (E.G.G.); Department of Radiology, Northwestern Memorial Hospital, Northwestern University Feinberg School of Medicine, Chicago, Ill (L.C.K., H.G.); Department of Radiology, Chung-Ang University Hospital, Seoul, Korea (B.I.C.); Division of Gastroenterology and Hepatology, Department of Internal Medicine, Hyogo College of Medicine, Nishinomiya, Japan (T.N., H.I.); Department of Radiology, University of Washington, Seattle, Wash (T.J.D.); Rocky Vista University, Ivins, Utah (J.G.); Department of Radiology, Seoul National University Hospital, Seoul, Korea (D.H.L., J.Y.L.); Department of Ultrasound in Medicine, Second Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, China (Y.Z., P.H.); Department of Ultrasound, Third Affiliated Hospital of Sun Yat-sen University, Guangzhou, China (J.Z.); Department of Imaging, Charing Cross Hospital, Imperial College London and Imperial College Healthcare NHS Trust, London, England (A.L.); Department of Medical Ultrasonics, Institute of Diagnostic and Interventional Ultrasound, First Affiliated Hospital of Sun Yat-sen University, Guangzhou, China (X.X.); Department of Radiology, Northeastern Ohio Medical University, Rootstown, Ohio (R.G.B.); Southwoods Imaging, Youngstown, Ohio (R.G.B.); Division of Internal-Surgical Ultrasound, Department of Radiologic, Oncologic, and Anatomic-Pathologic Science, Polyclinic Umberto I, Sapienza University of Rome, Rome, Italy (V.C.); Department of Clinical-Surgical, Diagnostic, and Pediatric Sciences, Medical School, University of Pavia, Pavia, Italy (G.F.); Center for Data Science, Juntendo University, Tokyo, Japan (K. Sakamaki); and Department of Pathology, Kurume University School of Medicine, Kurume, Japan (M.K., H.Y.)
| | - Hirohisa Yano
- From the Department of Gastroenterology and Hepatology, Tokyo Medical University, 6-7-1 Nishishinjuku, Shinjuku-ku, Tokyo 160-0023, Japan (K. Sugimoto, T.I.); Department of Gastroenterology and Hepatology, International University of Health and Welfare, Sanno Hospital, Tokyo, Japan (F.M.); Department of Radiology, Beaujon Hospital, Assistance Publique-Hôpitaux de Paris, Université de Paris, Clichy, France (M.D.B., V.V.); Departments of Internal Medicine 1, Medicine 1, Gastroenterology, Endocrinology, and Pneumology, Erlangen University Hospital, Erlangen, Germany (D.J., D.S.); Division of Gastroenterology, Department of Medicine II, Leipzig University Medical Center, Leipzig, Germany (V.B., T.K.); Department of Radiology, Keck School of Medicine, University of Southern California, Los Angeles, Calif (E.G.G.); Department of Radiology, Northwestern Memorial Hospital, Northwestern University Feinberg School of Medicine, Chicago, Ill (L.C.K., H.G.); Department of Radiology, Chung-Ang University Hospital, Seoul, Korea (B.I.C.); Division of Gastroenterology and Hepatology, Department of Internal Medicine, Hyogo College of Medicine, Nishinomiya, Japan (T.N., H.I.); Department of Radiology, University of Washington, Seattle, Wash (T.J.D.); Rocky Vista University, Ivins, Utah (J.G.); Department of Radiology, Seoul National University Hospital, Seoul, Korea (D.H.L., J.Y.L.); Department of Ultrasound in Medicine, Second Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, China (Y.Z., P.H.); Department of Ultrasound, Third Affiliated Hospital of Sun Yat-sen University, Guangzhou, China (J.Z.); Department of Imaging, Charing Cross Hospital, Imperial College London and Imperial College Healthcare NHS Trust, London, England (A.L.); Department of Medical Ultrasonics, Institute of Diagnostic and Interventional Ultrasound, First Affiliated Hospital of Sun Yat-sen University, Guangzhou, China (X.X.); Department of Radiology, Northeastern Ohio Medical University, Rootstown, Ohio (R.G.B.); Southwoods Imaging, Youngstown, Ohio (R.G.B.); Division of Internal-Surgical Ultrasound, Department of Radiologic, Oncologic, and Anatomic-Pathologic Science, Polyclinic Umberto I, Sapienza University of Rome, Rome, Italy (V.C.); Department of Clinical-Surgical, Diagnostic, and Pediatric Sciences, Medical School, University of Pavia, Pavia, Italy (G.F.); Center for Data Science, Juntendo University, Tokyo, Japan (K. Sakamaki); and Department of Pathology, Kurume University School of Medicine, Kurume, Japan (M.K., H.Y.)
| |
Collapse
|
5
|
Chen S, Zhuang D, Jia Q, Guo B, Hu G. Advances in Noninvasive Molecular Imaging Probes for Liver Fibrosis Diagnosis. Biomater Res 2024; 28:0042. [PMID: 38952717 PMCID: PMC11214848 DOI: 10.34133/bmr.0042] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/10/2024] [Accepted: 05/08/2024] [Indexed: 07/03/2024] Open
Abstract
Liver fibrosis is a wound-healing response to chronic liver injury, which may lead to cirrhosis and cancer. Early-stage fibrosis is reversible, and it is difficult to precisely diagnose with conventional imaging modalities such as magnetic resonance imaging, positron emission tomography, single-photon emission computed tomography, and ultrasound imaging. In contrast, probe-assisted molecular imaging offers a promising noninvasive approach to visualize early fibrosis changes in vivo, thus facilitating early diagnosis and staging liver fibrosis, and even monitoring of the treatment response. Here, the most recent progress in molecular imaging technologies for liver fibrosis is updated. We start by illustrating pathogenesis for liver fibrosis, which includes capillarization of liver sinusoidal endothelial cells, cellular and molecular processes involved in inflammation and fibrogenesis, as well as processes of collagen synthesis, oxidation, and cross-linking. Furthermore, the biological targets used in molecular imaging of liver fibrosis are summarized, which are composed of receptors on hepatic stellate cells, macrophages, and even liver collagen. Notably, the focus is on insights into the advances in imaging modalities developed for liver fibrosis diagnosis and the update in the corresponding contrast agents. In addition, challenges and opportunities for future research and clinical translation of the molecular imaging modalities and the contrast agents are pointed out. We hope that this review would serve as a guide for scientists and students who are interested in liver fibrosis imaging and treatment, and as well expedite the translation of molecular imaging technologies from bench to bedside.
Collapse
Affiliation(s)
- Shaofang Chen
- Department of Radiology, Shenzhen People’s Hospital (The Second Clinical Medical College,
Jinan University; The First Affiliated Hospital, Southern University of Science and Technology), Shenzhen 518020, Guangdong, China
| | - Danping Zhuang
- Department of Radiology, Shenzhen People’s Hospital (The Second Clinical Medical College,
Jinan University; The First Affiliated Hospital, Southern University of Science and Technology), Shenzhen 518020, Guangdong, China
| | - Qingyun Jia
- Department of Radiology, Shenzhen People’s Hospital (The Second Clinical Medical College,
Jinan University; The First Affiliated Hospital, Southern University of Science and Technology), Shenzhen 518020, Guangdong, China
| | - Bing Guo
- School of Science, Shenzhen Key Laboratory of Flexible Printed Electronics Technology, Shenzhen Key Laboratory of Advanced Functional Carbon Materials Research and Comprehensive Application,
Harbin Institute of Technology, Shenzhen 518055, China
| | - Genwen Hu
- Department of Radiology, Shenzhen People’s Hospital (The Second Clinical Medical College,
Jinan University; The First Affiliated Hospital, Southern University of Science and Technology), Shenzhen 518020, Guangdong, China
| |
Collapse
|
6
|
Lu Z, Wu S, Feng E, Chen X, Chen J, Lin F. Association between hepatic steatosis and fibrosis and arthritis among US adults: A population-based study. Clinics (Sao Paulo) 2024; 79:100378. [PMID: 38875754 PMCID: PMC11225167 DOI: 10.1016/j.clinsp.2024.100378] [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: 08/03/2023] [Accepted: 04/01/2024] [Indexed: 06/16/2024] Open
Abstract
BACKGROUND Lipid metabolism factors may play a role in the development of arthritis and hepatic steatosis and fibrosis. The aim of this study was to explore the potential association between arthritis and hepatic steatosis and liver fibrosis. MATERIALS AND METHODS The nationally representative sample from the National Health and Nutrition Examination Survey was analyzed, with data on arthritis diagnosis, subtype, and liver status obtained. Liver status was assessed using transient elastography. Hepatic steatosis was defined as a Controlled Attenuation Parameter (CAP) score ≥263 dB/m, and liver fibrosis status was defined as F0‒F4. Logistic regression models and subgroup analyses stratified by sex were used to evaluate the associations. Smooth curve fitting was used to describe the associations. RESULTS The present study of 6,840 adults aged 20 years or older found a significant positive correlation between arthritis and CAP in multivariate logistic regression analysis (β = 0.003, 95 % CI 0.001 to 0.0041, p < 0.001). Participants with arthritis had a higher risk of hepatic steatosis (OR = 1.248, 95 % CI 1.036 to 1.504, p = 0.020), particularly those with osteoarthritis or degenerative arthritis, but not rheumatoid arthritis (p = 0.847). The positive correlation was maintained in females (β = 0.004, 95 % CI 0.002 to 0.006, p < 0.001), but not in males. There was no significant relationship between arthritis and liver fibrosis (p = 0.508). CONCLUSION This study indicates that there is a positive correlation between arthritis and hepatic steatosis, particularly in females. Nonetheless, there is no significant relationship between arthritis and the risk of liver fibrosis.
Collapse
Affiliation(s)
- Zhiming Lu
- Fujian Medical University Union Hospital, Fuzhou, China; Fuzhou City Second Hospital, Fuzhou, China; The Third Clinical Medical College, Fujian Medical University, China
| | - Shaojie Wu
- Fuzhou City Second Hospital, Fuzhou, China; Fujian Provincial Clinical Medical Research Center for First 339 Aid and Rehabilitation in Orthopaedic Trauma (2020Y2014), China
| | - Eryou Feng
- Fujian Medical University Union Hospital, Fuzhou, China; The Third Clinical Medical College, Fujian Medical University, China.
| | | | - Jinhua Chen
- Fujian Medical University Union Hospital, Fuzhou, China
| | - Feitai Lin
- Fuzhou City Second Hospital, Fuzhou, China
| |
Collapse
|
7
|
Zaniker EJ, Zhang M, Hughes L, La Follette L, Atazhanova T, Trofimchuk A, Babayev E, Duncan FE. Shear wave elastography to assess stiffness of the human ovary and other reproductive tissues across the reproductive lifespan in health and disease†. Biol Reprod 2024; 110:1100-1114. [PMID: 38609185 PMCID: PMC11180622 DOI: 10.1093/biolre/ioae050] [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: 01/05/2024] [Revised: 03/15/2024] [Accepted: 03/20/2024] [Indexed: 04/14/2024] Open
Abstract
The ovary is one of the first organs to show overt signs of aging in the human body, and ovarian aging is associated with a loss of gamete quality and quantity. The age-dependent decline in ovarian function contributes to infertility and an altered endocrine milieu, which has ramifications for overall health. The aging ovarian microenvironment becomes fibro-inflammatory and stiff with age, and this has implications for ovarian physiology and pathology, including follicle growth, gamete quality, ovulation dynamics, and ovarian cancer. Thus, developing a non-invasive tool to measure and monitor the stiffness of the human ovary would represent a major advance for female reproductive health and longevity. Shear wave elastography is a quantitative ultrasound imaging method for evaluation of soft tissue stiffness. Shear wave elastography has been used clinically in assessment of liver fibrosis and characterization of tendinopathies and various neoplasms in thyroid, breast, prostate, and lymph nodes as a non-invasive diagnostic and prognostic tool. In this study, we review the underlying principles of shear wave elastography and its current clinical uses outside the reproductive tract as well as its successful application of shear wave elastography to reproductive tissues, including the uterus and cervix. We also describe an emerging use of this technology in evaluation of human ovarian stiffness via transvaginal ultrasound. Establishing ovarian stiffness as a clinical biomarker of ovarian aging may have implications for predicting the ovarian reserve and outcomes of Assisted Reproductive Technologies as well as for the assessment of the efficacy of emerging therapeutics to extend reproductive longevity. This parameter may also have broad relevance in other conditions where ovarian stiffness and fibrosis may be implicated, such as polycystic ovarian syndrome, late off target effects of chemotherapy and radiation, premature ovarian insufficiency, conditions of differences of sexual development, and ovarian cancer. Summary sentence: Shear Wave Elastography is a non-invasive technique to study human tissue stiffness, and here we review its clinical applications and implications for reproductive health and disease.
Collapse
Affiliation(s)
- Emily J Zaniker
- Department of Obstetrics and Gynecology, Feinberg School of Medicine, Northwestern University, Chicago, IL, USA
| | - Man Zhang
- Department of Radiology, Michigan Medicine, University of Michigan, Ann Arbor, MI, USA
| | - Lydia Hughes
- Department of Obstetrics and Gynecology, Feinberg School of Medicine, Northwestern University, Chicago, IL, USA
| | | | - Tomiris Atazhanova
- Department of Obstetrics and Gynecology, Feinberg School of Medicine, Northwestern University, Chicago, IL, USA
| | - Alexis Trofimchuk
- Department of Obstetrics and Gynecology, Feinberg School of Medicine, Northwestern University, Chicago, IL, USA
| | - Elnur Babayev
- Department of Obstetrics and Gynecology, Feinberg School of Medicine, Northwestern University, Chicago, IL, USA
| | - Francesca E Duncan
- Department of Obstetrics and Gynecology, Feinberg School of Medicine, Northwestern University, Chicago, IL, USA
- Center for Reproductive Longevity and Equality, Buck Institute for Research on Aging, Novato, CA, USA
| |
Collapse
|
8
|
Lee SB, Lee S, Cho YJ, Choi YH, Cheon JE, Hong KT, Choi JY, Kang HJ. Shear wave elastography and dispersion imaging for hepatic veno-occlusive disease prediction after pediatric hematopoietic stem cell transplantation: a feasibility study. Pediatr Radiol 2024; 54:1144-1155. [PMID: 38772925 PMCID: PMC11182801 DOI: 10.1007/s00247-024-05940-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/14/2023] [Revised: 04/25/2024] [Accepted: 04/26/2024] [Indexed: 05/23/2024]
Abstract
BACKGROUND Non-invasive imaging modalities are warranted for diagnosing and monitoring veno-occlusive disease because early diagnosis and treatment improve the prognosis. OBJECTIVE To evaluate the usefulness of liver shear wave elastography (SWE) and shear wave dispersion (SWD) imaging in diagnosing and monitoring veno-occlusive disease in pediatric patients. MATERIALS AND METHODS We conducted a prospective cohort study at a single tertiary hospital from March 2021 to April 2022. The study protocol included four ultrasound (US) sessions: a baseline US and three follow-up US after hematopoietic stem cell transplantation. Clinical criteria, including the European Society for Blood and Marrow Transplantation criteria, were used to diagnose veno-occlusive disease. We compared clinical factors and US parameters between the veno-occlusive disease and non-veno-occlusive disease groups. The diagnostic performance of US parameters for veno-occlusive disease was assessed by plotting receiver operating characteristic (ROC) curves. We describe temporal changes in US parameters before and after veno-occlusive disease diagnosis. RESULTS Among the 38 participants (mean age 10.7 years), eight developed veno-occlusive disease occurring 17.0 ± 5.2 days after hematopoietic stem cell transplantation. Liver stiffness, as measured by SWE (15.0 ± 6.2 kPa vs. 5.8 ± 1.8 kPa; P<0.001), and viscosity, as assessed with SWD (17.7 ± 3.1 m/s/kHz vs. 14.3 ± 2.8 m/s/kHz; P=0.015), were significantly higher in the veno-occlusive disease group compared to the non-veno-occlusive disease group at the time of diagnosis. Liver stiffness demonstrated the highest area under the ROC (AUROC) curves at 0.960, with an optimal predictive value of >6.5 kPa, resulting in sensitivity and specificity of 100% and 83.3%, respectively. Viscosity demonstrated an AUROC of 0.783, with an optimal cutoff value of 13.9 m/s/kHz for predicting veno-occlusive disease, with a sensitivity of 100% and specificity of 53.3%, respectively. Liver stiffness increased with disease severity and decreased during post-treatment follow-up. CONCLUSION SWE may be a promising technique for early diagnosis and severity prediction of veno-occlusive disease. Furthermore, liver viscosity assessed by SWD may serve as an additional marker of veno-occlusive disease.
Collapse
Affiliation(s)
- Seul Bi 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, Seoul, Republic of Korea
| | - Seunghyun 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, Seoul, Republic of Korea.
| | - Yeon Jin Cho
- 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, Seoul, Republic of Korea
| | - Young Hun Choi
- 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, Seoul, Republic of Korea
| | - Jung-Eun Cheon
- 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, Seoul, Republic of Korea
- Institute of Radiation Medicine, Seoul National University Medical Research Center, Seoul, Republic of Korea
| | - Kyung Taek Hong
- Department of Pediatrics, Seoul National University Hospital, Seoul, Republic of Korea
- Department of Pediatrics, Seoul National University College of Medicine, Seoul, Republic of Korea
- Seoul National University Cancer Research Institute, Seoul, Republic of Korea
- Wide River Institute of Immunology, Seoul National University, Hongcheon-gun, Gangwon-do, Republic of Korea
| | - Jung Yun Choi
- Department of Pediatrics, Seoul National University Hospital, Seoul, Republic of Korea
- Department of Pediatrics, Seoul National University College of Medicine, Seoul, Republic of Korea
- Seoul National University Cancer Research Institute, Seoul, Republic of Korea
- Wide River Institute of Immunology, Seoul National University, Hongcheon-gun, Gangwon-do, Republic of Korea
| | - Hyoung Jin Kang
- Department of Pediatrics, Seoul National University Hospital, Seoul, Republic of Korea
- Department of Pediatrics, Seoul National University College of Medicine, Seoul, Republic of Korea
- Seoul National University Cancer Research Institute, Seoul, Republic of Korea
- Wide River Institute of Immunology, Seoul National University, Hongcheon-gun, Gangwon-do, Republic of Korea
| |
Collapse
|
9
|
Ueda N, Mokuda S, Kawaoka T, Uchikawa S, Amioka K, Tsuge M, Asada K, Okada Y, Kobayashi Y, Ishikawa M, Arase T, Arihiro K, Oka S. Influence of dispersion slope on the diagnosis of liver fibrosis by the shear wave in metabolic dysfunction-associated steatotic liver disease. Hepatol Res 2024. [PMID: 38806293 DOI: 10.1111/hepr.14061] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/13/2024] [Revised: 04/22/2024] [Accepted: 05/11/2024] [Indexed: 05/30/2024]
Abstract
AIM Shear wave (SW) elastography is used to evaluate metabolic dysfunction-associated steatotic liver disease (MASLD) pathophysiology. Increased elasticity due to fibrosis and increased viscosity due to necrosis and inflammation affect SW. Assessing fibrosis, the most prognostically relevant pathology, is critical. Viscosity is evaluated using the dispersion slope (DS); however, cut-off values that affect SW values are unclear. We compared the ultrasound imaging parameters (SW for viscoelasticity; DS for viscosity) with pathological findings. METHODS Patients (n = 159) who underwent liver biopsy and SW and DS assessments at our hospital were included. Fibrosis stage and inflammation grade cut-off values were calculated from SW, DS, and liver biopsy results using receiver operating characteristic curves. Cases in which liver biopsy results were inconsistent with SW results were used to determine the effect of viscosity on SW values. DS was examined in the Correct and Incorrect Diagnosis groups, which were categorized based on the concordance between SW and liver biopsy results. Dispersion slope cut-off values between the two groups were calculated. RESULTS Fibrosis stage cut-off values by SW (m/s) were: ≥F2, 1.62; ≥F3, 1.74; and F4, 1.97. Inflammation grade cut-off values by DS (m/s/kHz) were: ≥A1, 11.6; ≥A2, 14.5; and A3, 16.1. The Correct/Incorrect Diagnosis groups had 25/70 patients. The DS cut-off value for both groups was 13.2 m/s/kHz. CONCLUSIONS Shear wave and DS are useful for evaluating liver fibrosis and inflammation in MASLD. For DS > 13.2 m/s/kHz, SW may be affected by the increased viscosity owing to inflammation. In such patients, caution should be used when determining/interpreting values.
Collapse
Affiliation(s)
- Naoyuki Ueda
- Division of Laboratory Medicine, Hiroshima University Hospital, Hiroshima, Japan
- Division of Clinical Support, Hiroshima University Hospital, Hiroshima, Japan
| | - Sho Mokuda
- Division of Laboratory Medicine, Hiroshima University Hospital, Hiroshima, Japan
| | - Tomokazu Kawaoka
- Department of Gastroenterology, Hiroshima University Hospital, Hiroshima, Japan
| | - Shinsuke Uchikawa
- Department of Gastroenterology, Hiroshima University Hospital, Hiroshima, Japan
| | - Kei Amioka
- Department of Gastroenterology, Hiroshima University Hospital, Hiroshima, Japan
| | - Masataka Tsuge
- Department of Gastroenterology, Hiroshima University Hospital, Hiroshima, Japan
| | - Kana Asada
- Division of Laboratory Medicine, Hiroshima University Hospital, Hiroshima, Japan
- Division of Clinical Support, Hiroshima University Hospital, Hiroshima, Japan
| | - Yuri Okada
- Division of Laboratory Medicine, Hiroshima University Hospital, Hiroshima, Japan
- Division of Clinical Support, Hiroshima University Hospital, Hiroshima, Japan
| | - Yui Kobayashi
- Division of Laboratory Medicine, Hiroshima University Hospital, Hiroshima, Japan
- Division of Clinical Support, Hiroshima University Hospital, Hiroshima, Japan
| | - Mai Ishikawa
- Division of Laboratory Medicine, Hiroshima University Hospital, Hiroshima, Japan
- Division of Clinical Support, Hiroshima University Hospital, Hiroshima, Japan
| | - Takashi Arase
- Division of Laboratory Medicine, Hiroshima University Hospital, Hiroshima, Japan
- Division of Clinical Support, Hiroshima University Hospital, Hiroshima, Japan
| | - Koji Arihiro
- Department of Anatomical Pathology, Hiroshima University Hospital, Hiroshima, Japan
| | - Shiro Oka
- Department of Gastroenterology, Hiroshima University Hospital, Hiroshima, Japan
| |
Collapse
|
10
|
Bulut OP, Bailey SS, Bhat DP. Accuracy of elastography versus biopsy in assessing severity of liver fibrosis in young Fontan patients. Cardiol Young 2024:1-7. [PMID: 38804649 DOI: 10.1017/s1047951124025241] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 05/29/2024]
Abstract
OBJECTIVES We performed a single-centre retrospective study comparing the accuracy of non-invasive elastography with liver biopsy in accurate assessment of Fontan-associated liver disease. METHODS Fontan patients who underwent combined assessment with a percutaneous liver biopsy and non-invasive elastography between January 2015 and December 2023 at our Children's hospital were included. Liver biopsies were classified using the Congestive Hepatic Fibrosis Score as early Fontan-associated liver disease (scores 1, 2) and advanced Fontan-associated liver disease (score 3/bridging fibrosis and score 4/cirrhosis). Elastography values were categorised as advanced Fontan-associated liver disease for liver elasticity >2.1 m/s by ultrasound and liver stiffness >5 KPa on magnetic resonance elastography. RESULTS We included 130 patients (116 children, 89%, mean age at biopsy: 14.6 years ± 3.6) who underwent liver biopsy at a mean duration of 11.1 years (±0.3) following Fontan surgery. Advanced Fontan-associated liver disease was noted in 41 (31.5%) patients with 13 (10%) showing frank cirrhosis. Pre-biopsy ultrasound showed advanced liver fibrosis in 18/125 (14%), with low sensitivity (23%), high specificity (90%), and low accuracy (68%, k = 0.1) in diagnosing advanced Fontan-associated liver disease. Similarly, pre-biopsy magnetic resonance elastography showed advanced fibrosis in 23/86 (27%) of patients, with low sensitivity (30%), fair specificity (75%), and low accuracy (63%, k = 0.1). Interestingly, advanced Fontan-associated liver disease was missed by ultrasound in 29% and by magnetic resonance elastography in 25% of patients. Advanced Fontan-associated liver disease was associated with lower platelet count (p = 0.02) and higher Gamma-glutamyl Transferase levels (p = 0.02). CONCLUSION Advanced hepatic fibrosis is common among paediatric Fontan patients. Non-invasive elastography may overestimate and underestimate the degree of liver fibrosis, and therefore, liver biopsy may be required for confirming disease severity.
Collapse
Affiliation(s)
- Ozlem P Bulut
- Division of Gastroenterology, Phoenix Children's Hospital, University of Arizona Phoenix, Phoenix, AZ, USA
| | - Smita S Bailey
- Division of Radiology, Phoenix Children's Hospital, University of Arizona Phoenix, Phoenix, AZ, USA
| | - Deepti P Bhat
- Division of Cardiology, Phoenix Children's Hospital, University of Arizona Phoenix, Phoenix, AZ, USA
| |
Collapse
|
11
|
Li X, Zhou W, Hu G. The association between non-alcoholic fatty liver disease and urinary incontinence among adult females in the United States. BMC Public Health 2024; 24:1373. [PMID: 38778285 PMCID: PMC11110403 DOI: 10.1186/s12889-024-18578-8] [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: 06/21/2023] [Accepted: 04/11/2024] [Indexed: 05/25/2024] Open
Abstract
BACKGROUND AND OBJECTIVES Non-alcoholic fatty liver disease (NAFLD) and urinary incontinence (UI) are both highly prevalent and age-related diseases. Nevertheless, the link between NAFLD and UI is unclear. Hence, the study was designed to evaluate the association between the NAFLD and UI (including UI types) in a nationally representative sample of United States (US) female adults. METHODS We conducted this study used data from U.S. female adults in the National Health and Nutrition Examination Survey (NHANES) 2017-March 2020 (pre-pandemic) cycles. The diagnosis of NAFLD is based on Vibration controlled transient elastography (VCTE) and absence of know liver diseases and significant alcohol consumption. The diagnosis and types of UI were assessment using a self-report questionnaire. Multivariable logistic regression models were used to analyze the association between NALFD and UI. Stratified analyses based on age, obesity, race, educational level, married status, PIR, and smoking status were conducted. RESULTS Of the 2149 participants, the mean (95% CI) age was 53.9 (52.7-55.0), 686 (61.1%) were Non-Hispanic White. UI was significantly more common in participants with NAFLD [490 (64.7%)] than those without NAFLD [552 (44.9%)]. Adjusted for age, race/ethnicity, marital status, educational level, family poverty income ratio (PIR) status, alanine aminotransferase (ALT), aspartate aminotransferase (AST), smoking status, obesity, type 2 diabetes mellitus (T2DM), hypertension and insulin resistance (IR) in a multivariable logistic regression model, NALFD were associated with UI [OR: 1.93, 95%CI 1.23-3.02, P = 0.01] and urge UI [OR: 1.55, 95%CI 1.03-2.33, P = 0.03], while patients with NAFLD did not show an increased odds in stress UI and mixed UI when compared with those without NAFLD subject (P > 0.05). In the subgroup analyses, NAFLD remained significantly associated with UI, particularly among those participants without obesity (OR: 2.69, 95% CI 1.84-4.00) and aged ≥ 60 years (OR: 2.20, 95% CI 1.38-3.51). CONCLUSIONS Among US female adults, NAFLD has a strong positive correlation with UI. Given that NAFLD is a modifiable disease, these results may help clinicians to target female patients with NAFLD for treatments and interventions that may help prevent the occurrence of UI and reduce the symptoms of UI.
Collapse
Affiliation(s)
- Xinyuan Li
- Department of Gastroenterology, The First Affiliated Hospital of University of South China, Hengyang, Hunan, 421001, People's Republic of China
| | - Weiwei Zhou
- Department of Gastroenterology, The First Affiliated Hospital of University of South China, Hengyang, Hunan, 421001, People's Republic of China.
| | - Guangsheng Hu
- Department of Gastroenterology, The First Affiliated Hospital of University of South China, Hengyang, Hunan, 421001, People's Republic of China.
| |
Collapse
|
12
|
Wu L, Zhou Y, Li L, Ma W, Deng H, Ye X. Application of ultrasound elastography and radiomic for predicting central cervical lymph node metastasis in papillary thyroid microcarcinoma. Front Oncol 2024; 14:1354288. [PMID: 38800382 PMCID: PMC11116610 DOI: 10.3389/fonc.2024.1354288] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/12/2023] [Accepted: 04/11/2024] [Indexed: 05/29/2024] Open
Abstract
Objective This study aims to combine ultrasound (US) elastography (USE) and radiomic to predict central cervical lymph node metastasis (CLNM) in patients with papillary thyroid microcarcinoma (PTMC). Methods A total of 204 patients with 204 thyroid nodules who were confirmed with PTMC and treated in our hospital were enrolled and randomly assigned to the training set (n = 142) and the validation set (n = 62). US features, USE (gender, shape, echogenic foci, thyroid imaging reporting and data system (TIRADS) category, and elasticity score), and radiomic signature were employed to build three models. A nomogram was plotted for the combined model, and decision curve analysis was applied for clinical use. Results The combined model (USE and radiomic) showed optimal diagnostic performance in both training (AUC = 0.868) and validation sets (AUC = 0.857), outperforming other models. Conclusion The combined model based on USE and radiomic showed a superior performance in the prediction of CLNM of patients with PTMC, covering the shortage of low specificity of conventional US in detecting CLNM.
Collapse
Affiliation(s)
| | | | | | | | - Hongyan Deng
- Department of Ultrasound, The First Affiliated Hospital of Nanjing Medical University, Nanjing, China
| | - Xinhua Ye
- Department of Ultrasound, The First Affiliated Hospital of Nanjing Medical University, Nanjing, China
| |
Collapse
|
13
|
Park J, Seo B, Jeong Y, Park I. A Review of Recent Advancements in Sensor-Integrated Medical Tools. ADVANCED SCIENCE (WEINHEIM, BADEN-WURTTEMBERG, GERMANY) 2024; 11:e2307427. [PMID: 38460177 PMCID: PMC11132050 DOI: 10.1002/advs.202307427] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/06/2023] [Revised: 12/26/2023] [Indexed: 03/11/2024]
Abstract
A medical tool is a general instrument intended for use in the prevention, diagnosis, and treatment of diseases in humans or other animals. Nowadays, sensors are widely employed in medical tools to analyze or quantify disease-related parameters for the diagnosis and monitoring of patients' diseases. Recent explosive advancements in sensor technologies have extended the integration and application of sensors in medical tools by providing more versatile in vivo sensing capabilities. These unique sensing capabilities, especially for medical tools for surgery or medical treatment, are getting more attention owing to the rapid growth of minimally invasive surgery. In this review, recent advancements in sensor-integrated medical tools are presented, and their necessity, use, and examples are comprehensively introduced. Specifically, medical tools often utilized for medical surgery or treatment, for example, medical needles, catheters, robotic surgery, sutures, endoscopes, and tubes, are covered, and in-depth discussions about the working mechanism used for each sensor-integrated medical tool are provided.
Collapse
Affiliation(s)
- Jaeho Park
- Department of Mechanical EngineeringKorea Advanced Institute of Science and Technology (KAIST)Daejeon34141South Korea
| | - Bokyung Seo
- Department of Mechanical EngineeringKorea Advanced Institute of Science and Technology (KAIST)Daejeon34141South Korea
| | - Yongrok Jeong
- Department of Mechanical EngineeringKorea Advanced Institute of Science and Technology (KAIST)Daejeon34141South Korea
- Radioisotope Research DivisionKorea Atomic Energy Research Institute (KAERI)Daejeon34057South Korea
| | - Inkyu Park
- Department of Mechanical EngineeringKorea Advanced Institute of Science and Technology (KAIST)Daejeon34141South Korea
| |
Collapse
|
14
|
Buechter M, Günther AM, Manka P, Gerken G, Kahraman A. Factors Positively Correlated with Hepatitis B Surface Antigen Seroconversion in Chronic Hepatitis B. J Pers Med 2024; 14:390. [PMID: 38673017 PMCID: PMC11051014 DOI: 10.3390/jpm14040390] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/25/2024] [Revised: 03/25/2024] [Accepted: 03/27/2024] [Indexed: 04/28/2024] Open
Abstract
BACKGROUND AND AIMS Chronic hepatitis B virus (HBV) infection is a global public health challenge since more than 250 million individuals are affected worldwide. Since different treatment modalities are available and not all patients are candidates for antiviral treatment, biomarkers that potentially predict the possibility of HBsAg clearance and seroconversion may be useful in clinical practice. PATIENTS AND METHODS In this retrospective study, we aimed to identify factors positively correlated with HBsAg seroconversion in a large cohort of 371 chronic hepatitis B patients treated at a German tertial center between 2005 and 2020. RESULTS Seroconversion occurred in 25/371 (6.7%) and HBsAg loss in 29/371 patients (7.8%) with chronic HBV infection. Antiviral therapy was associated with a lower chance of seroconversion (seroconversion antiviral therapy 14/260 (5.4%) vs. therapy-naïve patients 11/111 (9.9%), p = 0.027). Seroconversion rates were higher in patients with (very) low titers of HBV DNA (best cut-off value 357 IU/mL) and quantitative HBsAg. The best cut-off value with regard to seroconversion was 357 IU/mL for HBV DNA (AUC 0.693 (95%-CI 0.063-0.422), sensitivity 0.714, specificity 0.729; p < 0.0005) and 33,55 IU/mL for HBsAg (AUC 0.794 (95%-CI 0.651-0.937), sensitivity 0.714, specificity 0.949; p < 0.0005). However, male gender was positively associated with seroconversion (seroconversion: males 7.6% vs. females 2.7%, p = 0.036). CONCLUSIONS Treatment-naïve male chronic HBV patients with low viral load and inflammatory activity have the best chance to achieve seroconversion. In the absence of cirrhosis, antiviral therapy should therefore not be performed in this patient collective.
Collapse
Affiliation(s)
- Matthias Buechter
- Department of Gastroenterology and Hepatology, University Clinic of Essen, University of Duisburg-Essen, 45147 Essen, Germany; (A.M.G.); (G.G.); (A.K.)
- Department of Gastroenterology and Hepatology, Elisabeth Hospital, 58638 Iserlohn, Germany
| | - Arne Maria Günther
- Department of Gastroenterology and Hepatology, University Clinic of Essen, University of Duisburg-Essen, 45147 Essen, Germany; (A.M.G.); (G.G.); (A.K.)
| | - Paul Manka
- Department of Internal Medicine, University Hospital Knappschaftskrankenhaus, Ruhr-University Bochum, 44801 Bochum, Germany;
| | - Guido Gerken
- Department of Gastroenterology and Hepatology, University Clinic of Essen, University of Duisburg-Essen, 45147 Essen, Germany; (A.M.G.); (G.G.); (A.K.)
- Department of Gastroenterology and Hepatology, Helios Clinic, 42549 Velbert, Germany
| | - Alisan Kahraman
- Department of Gastroenterology and Hepatology, University Clinic of Essen, University of Duisburg-Essen, 45147 Essen, Germany; (A.M.G.); (G.G.); (A.K.)
- Department of Gastroenterology and Hepatology, Max Grundig Clinic, 77815 Bühl, Germany
| |
Collapse
|
15
|
Lee Y, Kim NH, Kang JH, Cho YS, Kim Y, An J, Sohn JH. Validation of Diagnostic Thresholds for Compensated Advanced Chronic Liver Disease Using Supersonic Shear Imaging. Radiology 2024; 311:e232188. [PMID: 38591973 DOI: 10.1148/radiol.232188] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 04/10/2024]
Abstract
Background The Society of Radiologists in Ultrasound (SRU) has proposed thresholds for acoustic radiation force impulse techniques to diagnose compensated advanced chronic liver disease (cACLD). However, the diagnostic performance of these thresholds has not been extensively validated. Purpose To validate the SRU thresholds in patients with chronic liver disease who underwent supersonic shear imaging and, if suboptimal diagnostic performance is observed, to identify optimal values for diagnosing cACLD. Materials and Methods This retrospective single-center study included high-risk patients with chronic liver disease who had liver stiffness (LS) measurements and had undergone endoscopy or liver biopsy between January 2018 and December 2021. Patients were randomly allocated to test and validation sets. cACLD was defined as varices at endoscopy and/or severe fibrosis or cirrhosis at liver biopsy. The diagnostic performance of the SRU guidelines was evaluated, and optimal threshold values were identified using receiver operating characteristic (ROC) curve analysis. Results A total of 1180 patients (median age, 57 years [IQR, 50-64 years]; 761 men), of whom 544 (46%) had cACLD, were included. With the SRU recommended thresholds of less than 9 kPa and greater than 13 kPa in the test set (n = 786), the sensitivity and specificity for ruling out and ruling in cACLD were 81% (303 of 374 patients; 95% CI: 77, 85) and 92% (380 of 412 patients; 95% CI: 89, 94), respectively. In ROC curve analysis, the identified optimal threshold values were less than 7 kPa and greater than 12 kPa, showing 91% sensitivity (340 of 374 patients; 95% CI: 88, 93) for ruling out cACLD and 91% specificity (373 of 412 patients; 95% CI: 87, 93) for ruling in cACLD, respectively. In the validation set (n = 394), the optimal thresholds showed 91% sensitivity (155 of 170 patients; 95% CI: 86, 95) and 92% specificity (206 of 224 patients; 95% CI: 88, 95). Conclusion Compared with the SRU guidelines, the dual LS threshold values of less than 7 kPa and greater than 12 kPa were better for diagnosing cACLD. © RSNA, 2024 Supplemental material is available for this article. See also the editorial by Barr in this issue.
Collapse
Affiliation(s)
- Yeri Lee
- From the Department of Radiology (Y.L., J.H.K., Y.S.C., Y.K.) and Division of Gastroenterology and Hepatology, Department of Internal Medicine (J.A., J.H.S.), Hanyang University College of Medicine, Hanyang University Guri Hospital, 153 Gyeongchun-ro, Guri 11923, Korea; and Division of Gastroenterology, Department of Internal Medicine, Sungkyunkwan University School of Medicine, Kangbuk Samsung Hospital, Seoul, Korea (N.H.K.)
| | - Nam Hee Kim
- From the Department of Radiology (Y.L., J.H.K., Y.S.C., Y.K.) and Division of Gastroenterology and Hepatology, Department of Internal Medicine (J.A., J.H.S.), Hanyang University College of Medicine, Hanyang University Guri Hospital, 153 Gyeongchun-ro, Guri 11923, Korea; and Division of Gastroenterology, Department of Internal Medicine, Sungkyunkwan University School of Medicine, Kangbuk Samsung Hospital, Seoul, Korea (N.H.K.)
| | - Ji Hun Kang
- From the Department of Radiology (Y.L., J.H.K., Y.S.C., Y.K.) and Division of Gastroenterology and Hepatology, Department of Internal Medicine (J.A., J.H.S.), Hanyang University College of Medicine, Hanyang University Guri Hospital, 153 Gyeongchun-ro, Guri 11923, Korea; and Division of Gastroenterology, Department of Internal Medicine, Sungkyunkwan University School of Medicine, Kangbuk Samsung Hospital, Seoul, Korea (N.H.K.)
| | - Young Seo Cho
- From the Department of Radiology (Y.L., J.H.K., Y.S.C., Y.K.) and Division of Gastroenterology and Hepatology, Department of Internal Medicine (J.A., J.H.S.), Hanyang University College of Medicine, Hanyang University Guri Hospital, 153 Gyeongchun-ro, Guri 11923, Korea; and Division of Gastroenterology, Department of Internal Medicine, Sungkyunkwan University School of Medicine, Kangbuk Samsung Hospital, Seoul, Korea (N.H.K.)
| | - Yongsoo Kim
- From the Department of Radiology (Y.L., J.H.K., Y.S.C., Y.K.) and Division of Gastroenterology and Hepatology, Department of Internal Medicine (J.A., J.H.S.), Hanyang University College of Medicine, Hanyang University Guri Hospital, 153 Gyeongchun-ro, Guri 11923, Korea; and Division of Gastroenterology, Department of Internal Medicine, Sungkyunkwan University School of Medicine, Kangbuk Samsung Hospital, Seoul, Korea (N.H.K.)
| | - Jihyun An
- From the Department of Radiology (Y.L., J.H.K., Y.S.C., Y.K.) and Division of Gastroenterology and Hepatology, Department of Internal Medicine (J.A., J.H.S.), Hanyang University College of Medicine, Hanyang University Guri Hospital, 153 Gyeongchun-ro, Guri 11923, Korea; and Division of Gastroenterology, Department of Internal Medicine, Sungkyunkwan University School of Medicine, Kangbuk Samsung Hospital, Seoul, Korea (N.H.K.)
| | - Joo Hyun Sohn
- From the Department of Radiology (Y.L., J.H.K., Y.S.C., Y.K.) and Division of Gastroenterology and Hepatology, Department of Internal Medicine (J.A., J.H.S.), Hanyang University College of Medicine, Hanyang University Guri Hospital, 153 Gyeongchun-ro, Guri 11923, Korea; and Division of Gastroenterology, Department of Internal Medicine, Sungkyunkwan University School of Medicine, Kangbuk Samsung Hospital, Seoul, Korea (N.H.K.)
| |
Collapse
|
16
|
Zhou EFM, Wong AYL, Zheng YP, Lam KHS, Fu SN. Reliability of Ultrasound Shear Wave Elastography for Evaluating Psoas Major and Quadratus Lumborum Stiffness: Gender and Physical Activity Effects. ULTRASOUND IN MEDICINE & BIOLOGY 2024; 50:564-570. [PMID: 38272743 DOI: 10.1016/j.ultrasmedbio.2023.12.021] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/09/2023] [Revised: 12/04/2023] [Accepted: 12/22/2023] [Indexed: 01/27/2024]
Abstract
OBJECTIVE We aimed to assess the reliability of quantifying psoas major (PM) and quadratus lumborum (QL) stiffness with ultrasound shear wave elastography (SWE), and to explore the effects of gender and physical activity on muscle stiffness. METHODS Fifty-two healthy participants (18-32 y) were recruited. To determine reliability, 29 of them underwent repeated SWE measurements of PM and QL stiffness by an operator on the same day. The intra-class correlation coefficients (ICC3,1), standard error of measurement (SEM) and minimal detectable change with 95% confidence interval (MDC95) were calculated. The rest participants underwent a single measurement. Two-way MANCOVA was conducted for the effects of gender and physical activity on muscle stiffness. RESULTS The observed reliability for PM (ICC3,1 = 0.89-0.92) and QL (ICC3,1 = 0.79-0.82) were good-to-excellent and good, respectively. The SEM (kPa) was 0.79-1.03 and 1.23-1.28, and the MDC95 (kPa) was 2.20-2.85 and 3.41-3.56 for PM and QL, respectively. After BMI adjustment, both gender (PM: F = 10.15, p = 0.003; QL: F = 18.07, p < 0.001) and activity level (PM: F = 5.90, p = 0.005; QL: F = 6.33, p = 0.004) influenced muscle stiffness. The female and inactive groups exhibited higher stiffness in both muscles. CONCLUSION SWE is reliable for quantifying the stiffness of PM and QL. Female and physical inactivity may elevate PM and QL stiffness, underscoring the importance of accounting for these factors in muscle stiffness investigations. Larger prospective studies are needed to further elucidate their effects.
Collapse
Affiliation(s)
- Emma Feng Ming Zhou
- Department of Rehabilitation Sciences, The Hong Kong Polytechnic University, Hong Kong, China
| | - Arnold Yu Lok Wong
- Department of Rehabilitation Sciences, The Hong Kong Polytechnic University, Hong Kong, China
| | - Yong Ping Zheng
- Department of Biomedical Engineering, The Hong Kong Polytechnic University, Hong Kong, China; Research Institute for Smart Ageing, The Hong Kong Polytechnic University, Hong Kong, China
| | - King Hei Stanley Lam
- The Hong Kong Institute of Musculoskeletal Medicine, Hong Kong, Hong Kong, China; Department of Family Medicine, The Chinese University of Hong Kong, Hong Kong, China; Department of Family Medicine, The University of Hong Kong, Hong Kong, China.
| | - Siu Ngor Fu
- Department of Rehabilitation Sciences, The Hong Kong Polytechnic University, Hong Kong, China
| |
Collapse
|
17
|
Grancini V, Cogliati I, Alicandro G, Gaglio A, Gatti S, Donato MF, Orsi E, Resi V. Assessment of hepatic fibrosis with non-invasive indices in subjects with diabetes before and after liver transplantation. Front Endocrinol (Lausanne) 2024; 15:1359960. [PMID: 38505744 PMCID: PMC10948411 DOI: 10.3389/fendo.2024.1359960] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/22/2023] [Accepted: 02/21/2024] [Indexed: 03/21/2024] Open
Abstract
Introduction One of the most common complications of cirrhosis is diabetes, which prevalence is strictly related to severity of hepatopathy. Actually, there are no data on the persistence of post-transplant glucose abnormalities and on a potential impact of diabetes on development of fibrosis in the transplanted liver. To this aim, we evaluated liver fibrosis in cirrhotic subjects before and after being transplanted. Methods The study included 111 individuals who had liver transplantation. The assessment was performed before and two years after surgery to investigate a potential impact of the persistence of diabetes on developing de novo fibrosis in the transplanted liver. The degree of fibrosis was assessed using the Fibrosis Index Based on 4 Factors (FIB-4) and the Aspartate to Platelet Ratio Index (APRI). Results At pre-transplant evaluation, 63 out of 111 (56.8%) subjects were diabetic. Diabetic subjects had higher FIB-4 (Geometric mean, 95% confidence interval: 9.74, 8.32-11.41 vs 5.93, 4.71-7.46, P<0.001) and APRI (2.04, 1.69-2.47 vs 1.18, 0.90-1.55, P<0.001) compared to non-diabetic subjects. Two years after transplantation, 39 out of 111 (35.1%) subjects remained with diabetes and continued to show significantly higher FIB-4 (3.14, 2.57-3.82 vs 1.87, 1.55-2.27, P<0.001) and APRI (0.52, 0.39-0.69 vs 0.26, 0.21-0.32, P<0.001) compared to subjects without diabetes. Discussion Thus, persistence of diabetes after surgery is a possible risk factor for an evolution to fibrosis in the transplanted liver, potentially leading to worsened long-term outcomes in this population.
Collapse
Affiliation(s)
- Valeria Grancini
- Endocrinology Unit, Fondazione IRCCS Ca’ Granda Ospedale Maggiore Policlinico, Milan, Italy
| | - Irene Cogliati
- Endocrinology Unit, Fondazione IRCCS Ca’ Granda Ospedale Maggiore Policlinico, Milan, Italy
| | - Gianfranco Alicandro
- Department of Pathophysiology and Transplantation, Università degli Studi di Milano, Milan, Italy
- Department of Pediatrics, Cystic Fibrosis Center, Fondazione IRCCS Ca’ Granda Ospedale Maggiore Policlinico, Milan, Italy
| | - Alessia Gaglio
- Endocrinology Unit, Fondazione IRCCS Ca’ Granda Ospedale Maggiore Policlinico, Milan, Italy
| | - Stefano Gatti
- Center for Preclinical Research, Fondazione IRCCS Ca’ Granda - Ospedale Maggiore Policlinico, Milan, Italy
| | - Maria Francesca Donato
- Hepatology Unit, Fondazione IRCCS Ca’ Granda Ospedale Maggiore Policlinico, Milan, Italy
| | - Emanuela Orsi
- Endocrinology Unit, Fondazione IRCCS Ca’ Granda Ospedale Maggiore Policlinico, Milan, Italy
| | - Veronica Resi
- Endocrinology Unit, Fondazione IRCCS Ca’ Granda Ospedale Maggiore Policlinico, Milan, Italy
| |
Collapse
|
18
|
Atzori SM, Pasha Y, Maurice JB, Taylor-Robinson SD, Campbell L, Lim AKP. Prospective evaluation of liver shearwave elastography measurements with 3 different technologies and same day liver biopsy in patients with chronic liver disease. Dig Liver Dis 2024; 56:484-494. [PMID: 37968144 DOI: 10.1016/j.dld.2023.10.020] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/19/2023] [Revised: 08/26/2023] [Accepted: 10/25/2023] [Indexed: 11/17/2023]
Abstract
BACKGROUND Most ultrasound-based methods for assessing liver fibrosis still need further validation with liver biopsy used as gold standard to assess their accuracy. AIMS To assess accuracy of three shear wave elastography (SWE) methods: 1) Philips Elast Point Quantification (ElastPQTM), 2) Siemens Virtual TouchTM Quantification (VTQ) acoustic radiation force impulse (ARFI), and 3) transient elastography (TE) measured by Echosens FibroscanTM. METHODS 160 patients underwent liver stiffness measurements (LSM) with three SWE methods immediately prior to liver biopsy. RESULTS The number of LSM required for reliable studies could be reduced to 6 for ElastPQ and to 7 for VTQ from standard recommendations of 10. Significant fibrosis and interquartile range/median (IQR/M)> 30 were independent predictors for lower reliability for detection of liver fibrosis. Ordinal logistic regression corrected for age showed that there was a significant interaction between steatosis (p = 0.008) and lobular inflammation (p = 0.04) and VTQ (ARFI) and between lobular inflammation and TE (p = 0.006). CONCLUSIONS We showed variations in SWE measurements using different ARFI technologies. TE and ElastPQ achieved good diagnostic performance, whereas VTQ showed lower diagnostic accuracy. The number of measurements required for reliable studies can be reduced to 6 for ElastPQ and to 7 for VTQ, which have important clinical implications.
Collapse
Affiliation(s)
- Sebastiana M Atzori
- Liver Unit QEQM Wing St. Mary Hospital, Department of Surgery and Cancer, Imperial College London, South Wharf Road, London W1 1NY, United Kingdom; Department of Medicine, Sassari University Hospital, Via Enrico de Nicola, Sassari 07100, Italy.
| | - Yasmin Pasha
- Liver Unit QEQM Wing St. Mary Hospital, Department of Surgery and Cancer, Imperial College London, South Wharf Road, London W1 1NY, United Kingdom
| | - James B Maurice
- Liver Unit QEQM Wing St. Mary Hospital, Department of Surgery and Cancer, Imperial College London, South Wharf Road, London W1 1NY, United Kingdom; UCL Institute for Liver and Digestive Health, Royal Free Hospital Campus, London, Rowland Hill Street, NW3 2QG, United Kingdom
| | - Simon D Taylor-Robinson
- Liver Unit QEQM Wing St. Mary Hospital, Department of Surgery and Cancer, Imperial College London, South Wharf Road, London W1 1NY, United Kingdom
| | - Louise Campbell
- Liver Unit QEQM Wing St. Mary Hospital, Department of Surgery and Cancer, Imperial College London, South Wharf Road, London W1 1NY, United Kingdom; Office of the Clinical Director, Tawazun Health, 23 Harley Street, London W1G 9QN, United Kingdom
| | - Adrian K P Lim
- Imaging Department, Charing Cross Hospital, Imperial College Healthcare NHS Trust, Fulham Palace Road, London W6 8RF, United Kingdom
| |
Collapse
|
19
|
Tuncel DA, Pekoz BC, Koc AS, Sumbul HE. Point Shear Wave Elastography Detected Liver Stiffness Increased in Pediatric Patient With Thalassemia Major. Ultrasound Q 2024; 40:82-86. [PMID: 38436375 DOI: 10.1097/ruq.0000000000000675] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/05/2024]
Abstract
ABSTRACT Transient elastography (TE) and point shear wave elastography (pSWE) are 2 elastographic ultrasound examinations used in liver stiffness (LS) measurement. It was shown that the LS value detected by TE in pediatric β-thalassemia major patients has increased, and there was no LS evaluation obtained with pSWE in literature. Thus, in this study, it was aimed to evaluate LS with pSWE examination in children with thalassemia major and to determine LS-related parameters in these patients. Sixty-three schoolchildren with a diagnosis of β-thalassemia major and 21 healthy controls between the ages of 7 and 18 years were included. In addition to routine anamnesis, physical examination, and laboratory examinations, renal and liver ultrasounds were performed. Liver stiffness values were measured by pSWE examination. Serum levels of urea, aspartate-aminotransferase, alanine-aminotransferase, iron, and ferritin were significantly higher in patients, and serum creatinine, iron binding capacity, and hemoglobin levels were found to be significantly lower (P < 0.05 for each). Liver stiffness values were significantly higher in patients compared with healthy controls. In linear regression analysis, serum iron and iron binding capacity values were found to be closely related with LS (P < 0.001 vs. β = 0.482 and P = 0.047 vs. β = 0.237, respectively). Liver stiffness values obtained by pSWE examination increase significantly in patients. According to the results of our study, in addition to the previously known TE method, we think that the LS evaluation obtained by pSWE, a new method that can make more accurate measurements, can be used in the possible early detection of target organ damage in children with thalassemia major.
Collapse
Affiliation(s)
| | | | | | - Hilmi Erdem Sumbul
- Department of Internal Medicine, University of Health Sciences-Adana Health Practice and Research Center, Adana, Turkey
| |
Collapse
|
20
|
Ng KH, Wong JHD, Leong SS. Shear wave elastography in chronic kidney disease - the physics and clinical application. Phys Eng Sci Med 2024; 47:17-29. [PMID: 38078996 DOI: 10.1007/s13246-023-01358-w] [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: 12/16/2022] [Accepted: 11/15/2023] [Indexed: 03/26/2024]
Abstract
Chronic kidney disease is a leading public health problem worldwide. The global prevalence of chronic kidney disease is nearly five hundred million people, with almost one million deaths worldwide. Estimated glomerular filtration rate, imaging such as conventional ultrasound, and histopathological findings are necessary as each technique provides specific information which, when taken together, may help to detect and arrest the development of chronic kidney disease, besides managing its adverse outcomes. However, estimated glomerular filtration rate measurements are hampered by substantial error margins while conventional ultrasound involves subjective assessment. Although histopathological assessment is the best tool for evaluating the severity of the renal pathology, it may lead to renal insufficiency and haemorrhage if complications occurred. Ultrasound shear wave elastography, an emerging imaging that quantifies tissue stiffness non-invasively has gained interest recently. This method applies acoustic force pulses to generate shear wave within the tissue that propagate perpendicular to the main ultrasound beam. By measuring the speed of shear wave propagation, the tissue stiffness is estimated. This paper reviews the literature and presents our combined experience and knowledge in renal shear wave elastography research. It discusses and highlights the confounding factors on shear wave elastography, current and future possibilities in ultrasound renal imaging and is not limited to new sophisticated techniques.
Collapse
Affiliation(s)
- Kwan Hoong Ng
- Department of Biomedical Imaging, Faculty of Medicine, Universiti Malaya, Kuala Lumpur, Malaysia
- Faculty of Medicine and Health Sciences, UCSI University, Port Dickson, Negeri Sembilan, Malaysia
| | - Jeannie Hsiu Ding Wong
- Department of Biomedical Imaging, Faculty of Medicine, Universiti Malaya, Kuala Lumpur, Malaysia
| | - Sook Sam Leong
- Centre for Medical Imaging Studies, Faculty of Health Sciences, Universiti Teknologi MARA Selangor, Selangor, Malaysia.
| |
Collapse
|
21
|
Liu Y, Chai S, Zhang X. Effect of MAFLD on albuminuria and the interaction between MAFLD and diabetes on albuminuria. J Diabetes 2024; 16:e13501. [PMID: 37974383 PMCID: PMC10859309 DOI: 10.1111/1753-0407.13501] [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: 07/25/2023] [Revised: 09/29/2023] [Accepted: 10/30/2023] [Indexed: 11/19/2023] Open
Abstract
OBJECTIVE To investigate the effects of metabolic associated fatty liver disease (MAFLD) on chronic kidney disease (CKD) and abnormal albuminuria and the interaction between MAFLD and diabetes on abnormal albuminuria. METHODS Data of participants in the American 2017-2018 National Health and Nutrition Examination Survey were analyzed. Hepatic steatosis was defined as median controlled attenuation parameter ≥248 dB/m, which was measured by ultrasound transient elastography. MAFLD was defined by evidence of hepatic steatosis on ultrasound in addition to any metabolic dysregulation. Hepatic fibrosis was detected by FibroScan and quantified by parameter of stiffness (E). Hepatic fibrosis was defined as E ≥ 9.7 kPa. As component of CKD, reduced estimated glomerular filtration rate (eGFR) was defined as<60 mL/min/1.73 m2 and abnormal albuminuria was defined as urinary albumin-to-creatinine ratio ≥ 30 mg/g. RESULTS Data pertaining to 5119 participants were included in the analysis, with 40.6% hepatic normal, 52.1% MAFLD, and 7.2% hepatic fibrosis. Multivariable regression analyses showed that for abnormal albuminuria, the odds ratio (OR) was 0.82 (0.65-1.04) for MAFLD group and 1.73 (1.14.-,2.63) for hepatic fibrosis group, both taking the hepatic healthy group as reference. As for reduced eGFR, the OR was 0.68 (0.51-0.92) for MAFLD group and 0.93 (0.56-1.53) for hepatic fibrosis group. Diabetes was significantly related to greater risk of abnormal albuminuria (3.04 [2.70-3.42]) and reduced eGFR (1.53 [1.33-1.77]). With regard to the prevalence of abnormal albuminuria, the OR was 1.64 (1.03-2.60) for those with hepatic fibrosis only, 3.30 (2.80-3.89) for those with diabetes only, and 5.05 (3.30-7.72) for those with both two conditions. But there were neither additive interaction (relative excess risk due to interaction 0.56 [-1.41-.53], p = .577) nor multiplicative interaction (OR 0.81 [0.45-1.47], p = .492) between hepatic fibrosis and diabetes on the prevalence of abnormal albuminuria. CONCLUSION MAFLD with hepatic fibrosis is an independent risk factor for abnormal albuminuria, but it does not have interaction with diabetes on abnormal albuminuria.
Collapse
Affiliation(s)
- Yufang Liu
- Department of EndocrinologyPeking University International HospitalBeijingChina
| | - Sanbao Chai
- Department of EndocrinologyPeking University International HospitalBeijingChina
| | - Xiaomei Zhang
- Department of EndocrinologyPeking University International HospitalBeijingChina
| |
Collapse
|
22
|
Kalaiyarasi K, Sanchalika A, Hsien Min L, Wei Ming Y, Vishalkumar S, Kuo Chao Y, Jee Keem L, Sameer J, Terence HCW, Yen Ping T. Transient Elastography Is the Best-Performing Non-Invasive Test of Liver Fibrosis in Obese Asian Patients with Non-Alcoholic Fatty Liver Disease: A Pilot, Cross-Sectional Study. MEDICINA (KAUNAS, LITHUANIA) 2024; 60:169. [PMID: 38256429 PMCID: PMC10819647 DOI: 10.3390/medicina60010169] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/11/2023] [Revised: 01/13/2024] [Accepted: 01/15/2024] [Indexed: 01/24/2024]
Abstract
Background and Objectives: The prevalence of NAFLD (non-alcoholic fatty liver disease) is increasing, and up to 64% of Asian patients with NAFLD are obese. Non-invasive tests (NITs) for the assessment of liver fibrosis are increasingly being used, but data on their performance in obese Asian patients are lacking. In this pilot cross-sectional study, we aim to compare the distribution of serum and radiological markers of fibrosis between obese Asian biopsy-proven NAFLD patients with and without fibrosis and estimate the diagnostic accuracies of these indices. Materials and Methods: Obese Asian patients with NAFLD and who had undergone a liver biopsy showing histological evidence of NAFLD were invited to participate. Liver fibrosis was assessed using laboratory (APRI, AAR, BARD, FIB4, NFS, and Asia-Pacific NAFLD advanced fibrosis score) and imaging modalities (TE: transient elastography, MRE: magnetic resonance elastography, and SWU: shear wave ultrasonography). Results: A total of 16 patients were included in the final analysis. On liver biopsy, nine patients (56.3%) had significant fibrosis (F2 or higher), and six of these patients had advanced fibrosis (F3 or higher). F4 fibrosis was present in one patient (6.3%). For the laboratory markers, we found that the BARD score correctly identified five out of six patients with advanced fibrosis (83.4%, p value 0.045). Among all the NITs studied, liver stiffness measured by TE had the highest accuracy of 87.5% in its established threshold of 8.5 kPa for the detection of advanced fibrosis. MRE also performed well (81.2% in 3.64 kPa). Conclusions: In conclusion, TE has performed well in the detection of advanced fibrosis in obese Asian patients with biopsy-proven NAFLD in our pilot study. Further large-scale definitive studies are needed to validate the results of our findings.
Collapse
Affiliation(s)
- Kaliyaperumal Kalaiyarasi
- Division of Hepatology and Gastroenterology, Tan Tock Seng Hospital, 11 Jln Tan Tock Seng, Singapore 308433, Singapore;
| | - Acharyya Sanchalika
- Clinical Research & Innovation Office, Tan Tock Seng Hospital, 11 Jln Tan Tock Seng, Singapore 308433, Singapore;
| | - Low Hsien Min
- Division of Radiology, Tan Tock Seng Hospital, 11 Jln Tan Tock Seng, Singapore 308433, Singapore;
| | - Yap Wei Ming
- Division of Pathology, Tan Tock Seng Hospital, 11 Jln Tan Tock Seng, Singapore 308433, Singapore;
| | - Shelat Vishalkumar
- Division of General Surgery, Tan Tock Seng Hospital, 11 Jln Tan Tock Seng, Singapore 308433, Singapore; (L.J.K.); (J.S.); (H.C.W.T.); (T.Y.P.)
- Lee Kong Chian School of Medicine, Nanyang Technological University, Singapore 308232, Singapore
| | - Yew Kuo Chao
- Division of Hepatology and Gastroenterology, Tan Tock Seng Hospital, 11 Jln Tan Tock Seng, Singapore 308433, Singapore;
| | - Low Jee Keem
- Division of General Surgery, Tan Tock Seng Hospital, 11 Jln Tan Tock Seng, Singapore 308433, Singapore; (L.J.K.); (J.S.); (H.C.W.T.); (T.Y.P.)
| | - Junnarkar Sameer
- Division of General Surgery, Tan Tock Seng Hospital, 11 Jln Tan Tock Seng, Singapore 308433, Singapore; (L.J.K.); (J.S.); (H.C.W.T.); (T.Y.P.)
| | - Huey Cheong Wei Terence
- Division of General Surgery, Tan Tock Seng Hospital, 11 Jln Tan Tock Seng, Singapore 308433, Singapore; (L.J.K.); (J.S.); (H.C.W.T.); (T.Y.P.)
| | - Tan Yen Ping
- Division of General Surgery, Tan Tock Seng Hospital, 11 Jln Tan Tock Seng, Singapore 308433, Singapore; (L.J.K.); (J.S.); (H.C.W.T.); (T.Y.P.)
| |
Collapse
|
23
|
Kadi D, Loomba R, Bashir MR. Diagnosis and Monitoring of Nonalcoholic Steatohepatitis: Current State and Future Directions. Radiology 2024; 310:e222695. [PMID: 38226882 DOI: 10.1148/radiol.222695] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/17/2024]
Abstract
Nonalcoholic fatty liver disease (NAFLD) is a common liver disease, with a worldwide prevalence of 25%. NAFLD is a spectrum that includes nonalcoholic fatty liver defined histologically by isolated hepatocytes steatosis without inflammation and nonalcoholic steatohepatitis (NASH) is the inflammatory subtype of NAFLD and is associated with disease progression, development of cirrhosis, and increased rates of liver-specific and overall mortality. The differentiation between NAFLD and NASH as well as staging NASH are important yet challenging clinical problems. Liver biopsy is currently the standard for disease diagnosis and fibrosis staging. However, this procedure is invasive, costly, and cannot be used for longitudinal monitoring. Therefore, several noninvasive quantitative imaging biomarkers have been proposed that can estimate the severity of hepatic steatosis and fibrosis. Despite this, noninvasive diagnosis of NASH and accurate risk stratification remain unmet needs. In this work, the most relevant available imaging biomarkers are reviewed and their application in patients with NAFLD are discussed.
Collapse
Affiliation(s)
- Diana Kadi
- From the Department of Radiology (D.K., M.R.B.), Center for Advanced Magnetic Resonance Development (M.R.B.), Department of Pathology (M.R.B.), and Division of Hepatology (M.R.B.), Duke University Medical Center, Durham, NC 27705; and Division of Gastroenterology, Department of Medicine, NAFLD Research Center, University of California at San Diego, La Jolla, Calif (R.L.)
| | - Rohit Loomba
- From the Department of Radiology (D.K., M.R.B.), Center for Advanced Magnetic Resonance Development (M.R.B.), Department of Pathology (M.R.B.), and Division of Hepatology (M.R.B.), Duke University Medical Center, Durham, NC 27705; and Division of Gastroenterology, Department of Medicine, NAFLD Research Center, University of California at San Diego, La Jolla, Calif (R.L.)
| | - Mustafa R Bashir
- From the Department of Radiology (D.K., M.R.B.), Center for Advanced Magnetic Resonance Development (M.R.B.), Department of Pathology (M.R.B.), and Division of Hepatology (M.R.B.), Duke University Medical Center, Durham, NC 27705; and Division of Gastroenterology, Department of Medicine, NAFLD Research Center, University of California at San Diego, La Jolla, Calif (R.L.)
| |
Collapse
|
24
|
Zhang H, Li L, Jia L, Liu J. Association between carotenoid intake and metabolic dysfunction-associated fatty liver disease among US adults: A cross-sectional study. Medicine (Baltimore) 2023; 102:e36658. [PMID: 38134087 PMCID: PMC10735096 DOI: 10.1097/md.0000000000036658] [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: 10/16/2023] [Accepted: 11/22/2023] [Indexed: 12/24/2023] Open
Abstract
Carotenoids have been recognized for their potential health benefits due to their antioxidant properties. There is limited research on the association between metabolic dysfunction-associated fatty liver disease (MAFLD) and carotenoids. This study aimed to investigate the effect of carotenoid intake on the risk of MAFLD. We retrospectively analyzed 2722 adults aged ≥ 18 from the National Health and Nutrition Examination Survey 2017-2018. Hepatic steatosis was identified by elastography, and carotenoid consumption was evaluated through two 24-hour dietary recall interviews. Weighted logistic regression models, subgroup analyses, and restricted cubic splines were used for analyses. The weighted prevalence of MAFLD was 51.90%. Weighted logistic regression analysis demonstrated that intake of β-carotene, lutein/zeaxanthin, and lycopene was associated with a lower risk of MAFLD after adjusting for various covariates. Compared to the lowest tertile, a significant inverse correlation was observed between the highest total lycopene intake and MAFLD among females in the gender subgroup analysis. Restricted cubic spline regression analysis revealed a U-shaped association between lycopene consumption and MAFLD risk (P < .001), with an inflection point of approximately 9.48 mg/day. Moreover, the nonlinear relationship was particularly significant in females and absent in males. In summary, increased β-carotene, lutein/zeaxanthin, and lycopene consumption was associated with a decreased risk of MAFLD. The relationship between total lycopene intake and MAFLD was nonlinear, primarily in females. These findings have significant implications for the potential prevention and management of MAFLD.
Collapse
Affiliation(s)
- Hang Zhang
- First Clinical Medical College, Shanxi Medical University, Taiyuan, China
| | - Li Li
- Intensive Care Unit, The Second Hospital of Tianjin Medical University, Tianjin, China
| | - Lei Jia
- Institute of Hematology and Blood Diseases Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Tianjin, China
| | - Jinchun Liu
- Department of Gastroenterology, The First Hospital of Shanxi Medical University, Taiyuan, China
| |
Collapse
|
25
|
Ansari MY, Qaraqe M, Righetti R, Serpedin E, Qaraqe K. Unveiling the future of breast cancer assessment: a critical review on generative adversarial networks in elastography ultrasound. Front Oncol 2023; 13:1282536. [PMID: 38125949 PMCID: PMC10731303 DOI: 10.3389/fonc.2023.1282536] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/24/2023] [Accepted: 10/27/2023] [Indexed: 12/23/2023] Open
Abstract
Elastography Ultrasound provides elasticity information of the tissues, which is crucial for understanding the density and texture, allowing for the diagnosis of different medical conditions such as fibrosis and cancer. In the current medical imaging scenario, elastograms for B-mode Ultrasound are restricted to well-equipped hospitals, making the modality unavailable for pocket ultrasound. To highlight the recent progress in elastogram synthesis, this article performs a critical review of generative adversarial network (GAN) methodology for elastogram generation from B-mode Ultrasound images. Along with a brief overview of cutting-edge medical image synthesis, the article highlights the contribution of the GAN framework in light of its impact and thoroughly analyzes the results to validate whether the existing challenges have been effectively addressed. Specifically, This article highlights that GANs can successfully generate accurate elastograms for deep-seated breast tumors (without having artifacts) and improve diagnostic effectiveness for pocket US. Furthermore, the results of the GAN framework are thoroughly analyzed by considering the quantitative metrics, visual evaluations, and cancer diagnostic accuracy. Finally, essential unaddressed challenges that lie at the intersection of elastography and GANs are presented, and a few future directions are shared for the elastogram synthesis research.
Collapse
Affiliation(s)
- Mohammed Yusuf Ansari
- Electrical and Computer Engineering, Texas A&M University, College Station, TX, United States
- Electrical and Computer Engineering, Texas A&M University at Qatar, Doha, Qatar
| | - Marwa Qaraqe
- Electrical and Computer Engineering, Texas A&M University at Qatar, Doha, Qatar
- College of Science and Engineering, Hamad Bin Khalifa University, Doha, Qatar
| | - Raffaella Righetti
- Electrical and Computer Engineering, Texas A&M University, College Station, TX, United States
| | - Erchin Serpedin
- Electrical and Computer Engineering, Texas A&M University, College Station, TX, United States
| | - Khalid Qaraqe
- Electrical and Computer Engineering, Texas A&M University at Qatar, Doha, Qatar
| |
Collapse
|
26
|
Cheng W, Li M, Zhang L, Zhou C, Zhang X, Zhu C, Tan L, Lin H, Zhang W, Zhang W. Close association of PFASs exposure with hepatic fibrosis than steatosis: evidences from NHANES 2017-2018. Ann Med 2023; 55:2216943. [PMID: 37323015 PMCID: PMC10281433 DOI: 10.1080/07853890.2023.2216943] [Citation(s) in RCA: 11] [Impact Index Per Article: 11.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/13/2023] [Revised: 04/24/2023] [Accepted: 05/17/2023] [Indexed: 06/17/2023] Open
Abstract
Multiple animals and in vitro studies have demonstrated that perfluoroalkyl and polyfluoroalkyl substances (PFASs) exposure causes liver damage associated with fat metabolism. However, it is lack of population evidence for the correlation between PFAS exposure and nonalcoholic fatty liver disease (NAFLD). A cross-sectional analysis was performed of 1150 participants aged over 20 from the US. Liver ultrasound transient elastography was to identify the participants with NAFLD and multiple biomarkers were the indicators for hepatic steatosis and hepatic fibrosis. Logistics regression and restricted cubic splines models were used to estimate the association between PFASs and NAFLD. PFASs had not a significant association with NAFLD after adjustment. The hepatic steatosis indicators including fatty liver index, NAFLD liver fat score, and Framingham steatosis index were almost not significantly correlated with PFASs exposure respectively. But fibrosis indicators including fibrosis-4 index (FIB-4), NAFLD fibrosis score, and Hepamet fibrosis score were positively correlated with each type of PFASs exposure. After adjustment by gender, age, race, education, and poverty income rate, there was also a significant correlation between PFOS and FIB-4 with 0.07 (0.01, 0.13). The mixed PFASs were associated with FIB-4, with PFOS contributing the most (PIP = 1.000) by the Bayesian kernel machine regression model. The results suggested PFASs exposure appeared to be more closely associated with hepatic fibrosis than steatosis, and PFOS might be the main cause of PFASs associated with hepatic fibrosis.Key messagesCurrent exposure doses of PFAS did not significantly change the risk of developing NAFLD.PFASs exposure appeared to be more closely associated with hepatic fibrosis than steatosis.PFOS might be the main cause of PFASs associated with hepatic fibrosis.
Collapse
Affiliation(s)
- Wenli Cheng
- Department of Public Health and Preventive Medicine, School of Medicine, Jinan University, Guangzhou, Guangdong, P.R. China
- Guangdong Provincial Engineering & Technology Research Center for Tobacco Breeding and Comprehensive Utilization, Key Laboratory of Crop Genetic Improvement of Guangdong Province, Crops Research Institute, Guangdong Academy of Agricultural Sciences, Guangzhou, Guangdong, P. R. China
| | - Min Li
- Department of Public Health and Preventive Medicine, School of Medicine, Jinan University, Guangzhou, Guangdong, P.R. China
| | - Luyun Zhang
- Department of Public Health and Preventive Medicine, School of Medicine, Jinan University, Guangzhou, Guangdong, P.R. China
| | - Cheng Zhou
- Department of Public Health and Preventive Medicine, School of Medicine, Jinan University, Guangzhou, Guangdong, P.R. China
| | - Xinyu Zhang
- Department of Public Health and Preventive Medicine, School of Medicine, Jinan University, Guangzhou, Guangdong, P.R. China
| | - Chenyu Zhu
- Department of Public Health and Preventive Medicine, School of Medicine, Jinan University, Guangzhou, Guangdong, P.R. China
| | - Luyi Tan
- Department of Public Health and Preventive Medicine, School of Medicine, Jinan University, Guangzhou, Guangdong, P.R. China
| | - Hui Lin
- Department of Radiation Oncology, Guangdong Provincial People’s Hospital & Guangdong Academy of Medical Sciences, Guangzhou, Guangdong, P. R. China
| | - Wenjuan Zhang
- Department of Public Health and Preventive Medicine, School of Medicine, Jinan University, Guangzhou, Guangdong, P.R. China
| | - Wenji Zhang
- Guangdong Provincial Engineering & Technology Research Center for Tobacco Breeding and Comprehensive Utilization, Key Laboratory of Crop Genetic Improvement of Guangdong Province, Crops Research Institute, Guangdong Academy of Agricultural Sciences, Guangzhou, Guangdong, P. R. China
| |
Collapse
|
27
|
Saito H, Sugino S, Moteki S, Kanaya A, Yamauchi M. Quantification of muscle tone by using shear wave velocity during an anaesthetic induction: a prospective observational study. BMC Anesthesiol 2023; 23:388. [PMID: 38031018 PMCID: PMC10685674 DOI: 10.1186/s12871-023-02358-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/16/2023] [Accepted: 11/23/2023] [Indexed: 12/01/2023] Open
Abstract
OBJECTIVES The quantitative assessment of muscle stiffness or weakness is essential for medical care. Shear wave elastography is non-invasive ultrasound method and provides quantitative information on the elasticity of soft tissue. However, the universal velocity scale for quantification has not been developed. The aim of the study is to determine the shear wave velocities of abdominal muscle during anesthetic induction and to identify methods to cancel the effects of confounders for future development in the quantitative assessment of muscle tone using the universal scale. METHODS We enrolled 75 adult patients undergoing elective surgery with ASA-PS I - III in the period between December 2018 and March 2021. We measured and calculated the shear wave velocity (SWV) before and after opioid administration (i.e., the baseline at rest and opioid-induced rigidity condition), and after muscle relaxant administration (i.e., zero reference condition). The SWV value was adjusted for the subcutaneous fat thickness by our proposed corrections. The SWVs after the adjustment were compared among the values in baseline, rigidity, and relaxation using one-way repeated-measures ANOVA and post hoc Tukey-Kramer test. A p-value of < 0.05 was considered to be statistically significant. UMIN Clinical Trials Registry identifier UMIN000034692, registered on October 30, 2018. RESULTS The SWVs in the baseline, opioid-induced rigidity, and muscle relaxation conditions after the adjustment were 2.08 ± 0.48, 2.41 ± 0.60, and 1.79 ± 0.30 m/s, respectively (p < 0.001 at all comparisons). CONCLUSION The present study suggested that the SWV as reference was 1.79 m/s and that the SWVs at rest and opioid-induced rigidity were ~ 10% and ~ 30% increase from the reference, respectively. The SWV adjusted for the subcutaneous fat thickness may be scale points for the assessment of muscle tone.
Collapse
Affiliation(s)
- Hidehisa Saito
- Department of Anesthesiology and Perioperative Medicine, Tohoku University Graduate School of Medicine, 2-1, Seiryo-Machi, Aoba-Ku, Sendai, Miyagi, 980-8575, Japan.
| | - Shigekazu Sugino
- Department of Anesthesiology and Perioperative Medicine, Tohoku University Graduate School of Medicine, 2-1, Seiryo-Machi, Aoba-Ku, Sendai, Miyagi, 980-8575, Japan
| | - Shoichiro Moteki
- Department of Anesthesiology and Perioperative Medicine, Tohoku University Graduate School of Medicine, 2-1, Seiryo-Machi, Aoba-Ku, Sendai, Miyagi, 980-8575, Japan
| | - Akihiro Kanaya
- Department of Anesthesiology and Perioperative Medicine, Tohoku University Graduate School of Medicine, 2-1, Seiryo-Machi, Aoba-Ku, Sendai, Miyagi, 980-8575, Japan
| | - Masanori Yamauchi
- Department of Anesthesiology and Perioperative Medicine, Tohoku University Graduate School of Medicine, 2-1, Seiryo-Machi, Aoba-Ku, Sendai, Miyagi, 980-8575, Japan
| |
Collapse
|
28
|
Wan L, Hu C, Wang F, Xu K, Li F, He B, Wu Z, Luo L, Wen Z. Evaluation of the efficacy of Biejia decoction pill combined with entecavir in the treatment of hepatitis B liver fibrosis/cirrhosis by VCTE. Sci Rep 2023; 13:19616. [PMID: 37949927 PMCID: PMC10638370 DOI: 10.1038/s41598-023-46459-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/29/2023] [Accepted: 11/01/2023] [Indexed: 11/12/2023] Open
Abstract
The vibration controlled transient elastography (VCTE) technique was used to assess the effectiveness of a Biejia Decoction pill in combination with Entecavir in the treatment of hepatitis B liver fibrosis/cirrhosis. We randomly selected 120 patients to receive entecavir and 119 patients to receive both entecavir and Biejia Decoction Pill, which both with hepatitis B liver fibrosis/cirrhosis visited the Second Affiliated Hospital of Nanchang University between January 2019 and February 2022. The observation group got ETV (entecavir) and Biejia Decoction pills, whereas the control group received only standard ETV antiviral medication. Based on the grading of the VCTE detection value (LSM) initially diagnosed for patients with hepatitis B liver fibrosis/cirrhosis, we divided the patients into two subgroups of liver fibrosis and cirrhosis. In addition, patients with liver fibrosis were divided into mild and moderate subgroups according to their VCTE values. Patients were measured for liver hardness after three, six, nine, and twelve months of treatment with VCTE. Biejia Decoction Pill combined with ETV on HBV liver fibrosis/cirrhosis was evaluated by comparing patients' changes in liver hardness and HBV-DNA negative conversion rates before and after treatment in each group at the same baseline. The LSM (liver elasticity value) of the observation group and the control group after treatment was lower than that before treatment, and the difference was statistically significant (P < 0.0001); The LSM of the observation group after treatment was significantly lower than that of the control group, and the difference was also statistically significant (P = 0.0005 < 0.05). In the subgroup of liver fibrosis, the number of patients with moderate and severe liver fibrosis who completely reversed liver fibrosis after treatment in the treatment group was far more than that in the control group, and the difference between the two groups was statistically significant (χ2 = 4.82 P = 0.028 < 0.05) 。 When the treatment course was more than 9 months, the negative conversion rate of patients in the observation group reached 87.4%, which was higher than that in the control group (70.8%), and the difference was statistically significant (P = 0.002 < 0.05); After 12 months of treatment, the negative conversion rate of patients in the observation group was as high as 95%, which was significantly higher than 76.67% in the control group (P < 0.001). The degree of liver fibrosis was significantly improved when Biejia Decoction Pill was combined with ETV in patients with liver fibrosis/cirrhosis due to hepatitis B. The virological response rate to HBV-DNA increased with the prolongation of treatment, and the Biejia Decoction Pill assists with entecavir in antiviral therapy.
Collapse
Affiliation(s)
- Lijun Wan
- Department of Gastroenterology Department, The Second Affiliated Hospital of Nanchang University, 1 Minde Road, Donghu District, Nanchang, Jiangxi, China
| | - Chungen Hu
- Department of Gastroenterology Department, The Second Affiliated Hospital of Nanchang University, 1 Minde Road, Donghu District, Nanchang, Jiangxi, China
| | - Fenfen Wang
- Department of Gastroenterology Department, The Second Affiliated Hospital of Nanchang University, 1 Minde Road, Donghu District, Nanchang, Jiangxi, China
| | - Kedong Xu
- Department of Gastroenterology Department, The Second Affiliated Hospital of Nanchang University, 1 Minde Road, Donghu District, Nanchang, Jiangxi, China
| | - Fan Li
- Department of Gastroenterology Department, The Second Affiliated Hospital of Nanchang University, 1 Minde Road, Donghu District, Nanchang, Jiangxi, China
| | - Bo He
- Department of Gastroenterology Department, The Second Affiliated Hospital of Nanchang University, 1 Minde Road, Donghu District, Nanchang, Jiangxi, China
| | - Zhengqiang Wu
- Department of Gastroenterology Department, The Second Affiliated Hospital of Nanchang University, 1 Minde Road, Donghu District, Nanchang, Jiangxi, China
| | - Linfei Luo
- Department of Gastroenterology Department, The Second Affiliated Hospital of Nanchang University, 1 Minde Road, Donghu District, Nanchang, Jiangxi, China
| | - Zhili Wen
- Department of Gastroenterology Department, The Second Affiliated Hospital of Nanchang University, 1 Minde Road, Donghu District, Nanchang, Jiangxi, China.
| |
Collapse
|
29
|
Pi J, Foo EW, Zang X, Li S, Zhao Y, Liu Y, Deng Y. Evaluation of the Feasibility of 2D-SWE to Measure Liver Stiffness in Healthy Dogs and Analysis of Possible Confounding Factors. Animals (Basel) 2023; 13:3446. [PMID: 38003063 PMCID: PMC10668773 DOI: 10.3390/ani13223446] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/11/2023] [Revised: 11/03/2023] [Accepted: 11/05/2023] [Indexed: 11/26/2023] Open
Abstract
(1) Background: Two-dimensional shear wave elastography (2D-SWE) is a non-invasive method widely used in human medicine to assess the extent of liver fibrosis but only rarely applied to veterinary medicine. This study aimed to measure liver stiffness in healthy dogs and investigate the factors that impacted 2D-SWE measurement. (2) Methods: In total, 55 healthy dogs were enrolled and subjected to 2D-SWE measurements before and after anesthesia administration. Post-anesthesia 2D-SWE measurements and computerized tomography (CT) scans were obtained. (3) Results: The liver stiffness range in healthy dogs was 3.96 ± 0.53 kPa. In a stratified analysis based on confounding factors, liver stiffness was influenced by measurement site and anesthesia, but not by sex. No correlation was observed between liver stiffness and weight or liver CT attenuation. (4) Conclusions: 2D-SWE is feasible for liver stiffness measurement in dogs. Anesthesia and measurement site are sources of variability. Therefore, these factors should be considered while recording 2D-SWE measurements. Our data on liver stiffness in healthy dogs can serve as the basis for future studies on 2D-SWE to assess pathological conditions in dogs.
Collapse
Affiliation(s)
- Ji’ang Pi
- Department of Veterinary Clinical Science, College of Veterinary Medicine, Nanjing Agricultural University, Nanjing 210095, China; (J.P.); (E.W.F.); (X.Z.); (S.L.)
| | - Eric Wenhao Foo
- Department of Veterinary Clinical Science, College of Veterinary Medicine, Nanjing Agricultural University, Nanjing 210095, China; (J.P.); (E.W.F.); (X.Z.); (S.L.)
| | - Xueyu Zang
- Department of Veterinary Clinical Science, College of Veterinary Medicine, Nanjing Agricultural University, Nanjing 210095, China; (J.P.); (E.W.F.); (X.Z.); (S.L.)
| | - Shuai Li
- Department of Veterinary Clinical Science, College of Veterinary Medicine, Nanjing Agricultural University, Nanjing 210095, China; (J.P.); (E.W.F.); (X.Z.); (S.L.)
| | - Yanbing Zhao
- Teaching Animal Hospital of Nanjing Agricultural University, Nanjing 210095, China; (Y.Z.); (Y.L.)
| | - Yongwang Liu
- Teaching Animal Hospital of Nanjing Agricultural University, Nanjing 210095, China; (Y.Z.); (Y.L.)
| | - Yifeng Deng
- Department of Veterinary Clinical Science, College of Veterinary Medicine, Nanjing Agricultural University, Nanjing 210095, China; (J.P.); (E.W.F.); (X.Z.); (S.L.)
- Teaching Animal Hospital of Nanjing Agricultural University, Nanjing 210095, China; (Y.Z.); (Y.L.)
| |
Collapse
|
30
|
Cetinic I, de Lange C, Boström H, Ekvall N, Bennet W, Lagerstrand K, Hebelka H. Shear wave elastography and shear wave dispersion correlated to biopsy at the scheduled follow-up of pediatric liver grafts. Pediatr Transplant 2023; 27:e14591. [PMID: 37583096 DOI: 10.1111/petr.14591] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/07/2023] [Revised: 07/20/2023] [Accepted: 08/03/2023] [Indexed: 08/17/2023]
Abstract
BACKGROUND It is unknown how shear wave dispersion (SWD) is displayed in pediatric liver transplant recipients and not fully elucidated how ultrasound shear wave elastography (2D-SWE) display within this cohort, which is important to determine to improve noninvasive surveillance of these patients. The study aimed to compare SWE and SWD values with histopathology in pediatric liver recipients. METHODS Forty-eight pediatric liver recipients were examined with SWE in conjunction with an elective liver biopsy (clinically without complication). Additionally, SWD values were measured in 21 children. SWE and SWD values were compared to histologically determined fibrosis graded as none-to-mild (F0-1) and moderate-to-severe (F2-4), and inflammation graded as low (grade 0-1) and high (grade 2-4). RESULTS Two children were excluded due to SWE IQR/median > 30% kPa. The mean age across 46 included patients was 10.9 years (range 1.4-18). The number of patients and median (range) SWE value (kPa) for each stage of fibrosis were: F0-1 [n = 23; 5.8 (3.2-16.1)], F2 [n = 22; 6.0 (4.5-25.9)], F3 [n = 1; 33.3], and F4 [n = 0]. Significantly higher SWE values and greater variability were registered in F2-4 vs. F0-1 (p = .05). Grade of fibrosis correlated weakly to SWE values (r = .3; p = .05), but not to SWD values (r = .2; p = .27). In patients with low-grade inflammation, median SWD was 13.7 m/s KHz (10.7-17.6). Only one patient had high-grade inflammation. CONCLUSIONS Uncomplicated transplanted liver grafts in a small pediatric cohort revealed slightly increased SWE and SWD values compared to previously reported values in healthy children. This likely reflect both the fibrotic and inflammatory elements in the grafts; however, other confounders impacting the liver's viscoelastic properties are also probable factors.
Collapse
Affiliation(s)
- Ivan Cetinic
- Department of Pediatric Radiology, Sahlgrenska University Hospital, Gothenburg, Sweden
- Institution of Clinical Sciences, Sahlgrenska Academy, University of Gothenburg, Gothenburg, Sweden
| | - Charlotte de Lange
- Department of Pediatric Radiology, Sahlgrenska University Hospital, Gothenburg, Sweden
- Institution of Clinical Sciences, Sahlgrenska Academy, University of Gothenburg, Gothenburg, Sweden
| | - Håkan Boström
- Department of Pediatric Radiology, Sahlgrenska University Hospital, Gothenburg, Sweden
- Institution of Clinical Sciences, Sahlgrenska Academy, University of Gothenburg, Gothenburg, Sweden
| | - Nils Ekvall
- Department of Pediatric Medicine, Sahlgrenska University Hospital, Gothenburg, Sweden
| | - William Bennet
- Department of Transplantation Surgery, Sahlgrenska University Hospital Gothenburg, Gothenburg, Sweden
| | - Kerstin Lagerstrand
- Institution of Clinical Sciences, Sahlgrenska Academy, University of Gothenburg, Gothenburg, Sweden
- Department of Medical Physics and Biomedical Engineering, Sahlgrenska University Hospital, Gothenburg, Sweden
| | - Hanna Hebelka
- Department of Pediatric Radiology, Sahlgrenska University Hospital, Gothenburg, Sweden
- Institution of Clinical Sciences, Sahlgrenska Academy, University of Gothenburg, Gothenburg, Sweden
| |
Collapse
|
31
|
Yao S, Cai Y, Hu S, Liu X, Gao X, Li G, Wang H, Yu H. The value of shear wave elasticity and shear wave dispersion imaging to evaluate the viscoelasticity of renal parenchyma in children with glomerular diseases. BMC Nephrol 2023; 24:306. [PMID: 37858094 PMCID: PMC10588180 DOI: 10.1186/s12882-023-03357-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/19/2023] [Accepted: 09/30/2023] [Indexed: 10/21/2023] Open
Abstract
BACKGROUND To study the value of shear wave elasticity and shear wave dispersion imaging to evaluate the viscoelasticity of renal parenchyma in children with glomerular diseases. METHODS Forty-three children with glomerular diseases were prospectively evaluated by shear wave elasticity (SWE) and shear wave dispersion imaging (SWD); 43 healthy volunteers served as the control group. The shear wave velocities (SWV) and the dispersion slopes were measured at the upper, middle, and lower poles of both kidneys. The analysis of mean SWV and mean dispersion slope in control and patient groups was used to further evaluate the value of SWE and SWD in the viscoelasticity of renal parenchyma in children with glomerular disease. RESULTS The mean SWV in children with glomerular disease was higher than that in the healthy control group (1.61 ± 0.09 m/s vs. 1.43 ± 0.07 m/s, p < 0.001). Compared with healthy group, the mean dispersion slope in children with glomerular disease was significantly increased (13.5 ± 1.39 (m/s)/kHz vs. 12.4 ± 1.40 (m/s)/kHz, p < 0.001). Correlation analysis showed absence of correlation between the SWV and dispersion slope of occult blood, serum creatinine, 24-h urine protein, blood albumin, BMI and ROI box depth of children with glomerular disease. CONCLUSIONS The present study shows that it is feasible to use SWE and SWD to evaluate the difference of viscoelasticity of the renal parenchyma between healthy children and those with glomerular disease.
Collapse
Affiliation(s)
- Shixiang Yao
- Department of Ultrasonography, Guangzhou Women and Children's Medical Center, Guangzhou Medical University, No.9, Jinsui Road, Guangzhou, Guangdong, China
| | - Yingying Cai
- Department of Ultrasonography, Guangzhou Women and Children's Medical Center, Guangzhou Medical University, No.9, Jinsui Road, Guangzhou, Guangdong, China
| | - Shanshan Hu
- The Sixth Clinical Medical College of Guangzhou University of Chinese Medicine, Shenzhen, Guangdong, China
| | - Xiao Liu
- Department of Ultrasonography, Shenzhen Hospital of Guangzhou University of Chinese Medicine, Shenzhen, Guangdong, China
| | - Xia Gao
- Nephrology department, Guangdong Provincial Clinical Research Center for Child Health, Guangzhou Women and Children's medical center, Guangzhou city, China
| | - Guanyu Li
- Nephrology department, Guangdong Provincial Clinical Research Center for Child Health, Guangzhou Women and Children's medical center, Guangzhou city, China
| | - Hongying Wang
- Department of Ultrasonography, Guangzhou Women and Children's Medical Center, Guangzhou Medical University, No.9, Jinsui Road, Guangzhou, Guangdong, China
| | - Hongkui Yu
- Department of Ultrasonography, Guangzhou Women and Children's Medical Center, Guangzhou Medical University, No.9, Jinsui Road, Guangzhou, Guangdong, China.
| |
Collapse
|
32
|
Yazdani L, Rafati I, Gesnik M, Nicolet F, Chayer B, Gilbert G, Volniansky A, Olivié D, Giard JM, Sebastiani G, Nguyen BN, Tang A, Cloutier G. Ultrasound Shear Wave Attenuation Imaging for Grading Liver Steatosis in Volunteers and Patients With Non-alcoholic Fatty Liver Disease: A Pilot Study. ULTRASOUND IN MEDICINE & BIOLOGY 2023; 49:2264-2272. [PMID: 37482477 DOI: 10.1016/j.ultrasmedbio.2023.06.020] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/31/2023] [Revised: 06/26/2023] [Accepted: 06/27/2023] [Indexed: 07/25/2023]
Abstract
OBJECTIVE The aims of the work described here were to assess shear wave attenuation (SWA) in volunteers and patients with non-alcoholic fatty liver disease (NAFLD) and compare its diagnostic performance with that of shear wave dispersion (SWD), magnetic resonance imaging (MRI) proton density fat fraction (PDFF) and biopsy. METHODS Forty-nine participants (13 volunteers and 36 NAFLD patients) were enrolled. Ultrasound and MRI examinations were performed in all participants. Biopsy was also performed in patients. SWA was used to assess histopathology grades as potential confounders. The areas under curves (AUCs) of SWA, SWD and MRI-PDFF were assessed in different steatosis grades by biopsy. Youden's thresholds of SWA were obtained for steatosis grading while using biopsy or MRI-PDFF as the reference standard. RESULTS Spearman's correlations of SWA with histopathology (steatosis, inflammation, ballooning and fibrosis) were 0.89, 0.73, 0.62 and 0.31, respectively. Multiple linear regressions of SWA confirmed the correlation with steatosis grades (adjusted R2 = 0.77, p < 0.001). The AUCs of MRI-PDFF, SWA and SWD were respectively 0.97, 0.99 and 0.94 for S0 versus ≥S1 (p > 0.05); 0.94, 0.98 and 0.78 for ≤S1 versus ≥S2 (both MRI-PDFF and SWA were higher than SWD, p < 0.05); and 0.90, 0.93 and 0.68 for ≤S2 versus S3 (both SWA and MRI-PDFF were higher than SWD, p < 0.05). SWA's Youden thresholds (Np/m/Hz) (sensitivity, specificity) for S0 versus ≥S1, ≤S1 versus ≥S2 and ≤S2 versus S3 were 1.05 (1.00, 0.92), 1.37 (0.96, 0.96) and 1.51 (0.83, 0.87), respectively. These values were 1.16 (1.00, 0.81), 1.49 (0.91, 0.82) and 1.67 (0.87, 0.92) when considering MRI-PDFF as the reference standard. CONCLUSION In this pilot study, SWA increased with increasing steatosis grades, and its diagnostic performance was higher than that of SWD but equivalent to that of MRI-PDFF.
Collapse
Affiliation(s)
- Ladan Yazdani
- Laboratory of Biorheology and Medical Ultrasonics (LBUM), Centre de recherche du Centre hospitalier de l'Université de Montréal (CRCHUM), Montréal, QC, Canada; Institute of Biomedical Engineering, Université de Montréal, Montréal, QC, Canada
| | - Iman Rafati
- Laboratory of Biorheology and Medical Ultrasonics (LBUM), Centre de recherche du Centre hospitalier de l'Université de Montréal (CRCHUM), Montréal, QC, Canada; Institute of Biomedical Engineering, Université de Montréal, Montréal, QC, Canada
| | - Marc Gesnik
- Laboratory of Biorheology and Medical Ultrasonics (LBUM), Centre de recherche du Centre hospitalier de l'Université de Montréal (CRCHUM), Montréal, QC, Canada
| | - Frank Nicolet
- Laboratory of Biorheology and Medical Ultrasonics (LBUM), Centre de recherche du Centre hospitalier de l'Université de Montréal (CRCHUM), Montréal, QC, Canada
| | - Boris Chayer
- Laboratory of Biorheology and Medical Ultrasonics (LBUM), Centre de recherche du Centre hospitalier de l'Université de Montréal (CRCHUM), Montréal, QC, Canada
| | - Guillaume Gilbert
- MR Clinical Science, Philips Healthcare Canada, Markham, ON, Canada; Department of Radiology, Radiation Oncology and Nuclear Medicine, Université de Montréal, Montréal, QQ, Canada
| | - Anton Volniansky
- Department of Radiology, Radiation Oncology and Nuclear Medicine, Université de Montréal, Montréal, QQ, Canada
| | - Damien Olivié
- Department of Radiology, Radiation Oncology and Nuclear Medicine, Université de Montréal, Montréal, QQ, Canada
| | | | - Giada Sebastiani
- Division of Gastroenterology and Hepatology, McGill University Health Centre, Montreal, QC, Canada
| | - Bich N Nguyen
- Service of Pathology, Centre Hospitalier de l'Université de Montréal (CHUM), Montréal, QC, Canada
| | - An Tang
- Department of Radiology, Radiation Oncology and Nuclear Medicine, Université de Montréal, Montréal, QQ, Canada; Laboratory of Clinical Image Processing, CRCHUM, Montréal, QC, Canada
| | - Guy Cloutier
- Laboratory of Biorheology and Medical Ultrasonics (LBUM), Centre de recherche du Centre hospitalier de l'Université de Montréal (CRCHUM), Montréal, QC, Canada; Institute of Biomedical Engineering, Université de Montréal, Montréal, QC, Canada; Department of Radiology, Radiation Oncology and Nuclear Medicine, Université de Montréal, Montréal, QQ, Canada.
| |
Collapse
|
33
|
Qiu T, Yang J, Peng C, Xiang H, Huang L, Ling W, Luo Y. Diagnosis of liver fibrosis and liver function reserve through non-invasive multispectral photoacoustic imaging. PHOTOACOUSTICS 2023; 33:100562. [PMID: 38021289 PMCID: PMC10658630 DOI: 10.1016/j.pacs.2023.100562] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/21/2023] [Revised: 09/21/2023] [Accepted: 09/25/2023] [Indexed: 10/13/2023]
Abstract
Liver function reserve (LFR) is the sum of remnant functional hepatic cells after liver injury. In the pathologic process of liver fibrosis (LF), LFR is impaired. LFR assessment can help determine the safe scope of liver resection or drug regimen and predict prognosis of patients with liver disease. Here, we used a photoacoustic imaging (PAI) system to assess LF and LFR in rabbit models. We performed PAI, ultrasound elastography and biopsy for 21 rabbits developing none (n = 6) and LF (n = 15). In vivo indocyanine green (ICG) measurements by PAI showed that LF group presented a significantly attenuated ICG clearance compared to control group, indicating LFR impairment of LF. Another finding was a significantly higher collagen photoacoustic signal intensity value was observed in LF both in vivo and in vitro. Our findings demonstrated that PAI was potentially effective to evaluate LFR and collagen accumulation of LF.
Collapse
Affiliation(s)
- Tingting Qiu
- Department of Ultrasound, West China Hospital, Sichuan University, 37 Guoxue Alley, Wuhou District, Chengdu 610041, China
| | - Jinge Yang
- School of Optoelectric Engineering, Chongqing University of Posts and Telecommunications, Chongqing 400065, China
| | - Chihan Peng
- Department of Ultrasound, West China Hospital, Sichuan University, 37 Guoxue Alley, Wuhou District, Chengdu 610041, China
| | - Hongjin Xiang
- Department of Ultrasound, West China Hospital, Sichuan University, 37 Guoxue Alley, Wuhou District, Chengdu 610041, China
| | - Lin Huang
- School of Electronic Science and Engineering, University of Electronic Science and Technology of China, No.2006, Xiyuan Ave, West Hi-Tech Zone District, Chengdu 611731, China
| | - Wenwu Ling
- Department of Ultrasound, West China Hospital, Sichuan University, 37 Guoxue Alley, Wuhou District, Chengdu 610041, China
| | - Yan Luo
- Department of Ultrasound, West China Hospital, Sichuan University, 37 Guoxue Alley, Wuhou District, Chengdu 610041, China
| |
Collapse
|
34
|
Nishi K, Yagi H, Ohtomo M, Nagata S, Udagawa D, Tsuchida T, Morisaku T, Kitagawa Y. A thioacetamide-induced liver fibrosis model for pre-clinical studies in microminipig. Sci Rep 2023; 13:14996. [PMID: 37696857 PMCID: PMC10495379 DOI: 10.1038/s41598-023-42144-8] [Citation(s) in RCA: 5] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/22/2023] [Accepted: 09/06/2023] [Indexed: 09/13/2023] Open
Abstract
Drug-induced liver fibrosis models are used in normal and immunosuppressed small animals for transplantation and regenerative medicine to improve liver fibrosis. Although large animal models are needed for pre-clinical studies, they are yet to be established owing to drug sensitivity in animal species and difficulty in setting doses. In this study, we evaluated liver fibrosis by administering thioacetamide (TA) to normal microminipig and thymectomized microminipig; 3 times for 1 week (total duration: 8 weeks). The pigs treated with TA showed elevated blood cytokine levels and a continuous liver injury at 8 weeks. RNA-seq of the liver showed increased expression of fibrosis-related genes after TA treatment. Histopathological examination showed degenerative necrosis of hepatocytes around the central vein, and revealed fibrogenesis and hepatocyte proliferation. TA treatment caused CD3-positive T cells and macrophages scattered within the hepatic lobule to congregate near the center of the lobule and increased αSMA-positive cells. Thymectomized pigs showed liver fibrosis similar to that of normal pigs, although the clinical signs tended to be milder. This model is similar to pathogenesis of liver fibrosis reported in other animal models. Therefore, it is expected to contribute to research as a drug discovery and pre-clinical transplantation models.
Collapse
Affiliation(s)
- Kotaro Nishi
- Department of Surgery, Keio University School of Medicine, 35, Shinano-machi, Shinjuku-ku, Tokyo, Japan
| | - Hiroshi Yagi
- Department of Surgery, Keio University School of Medicine, 35, Shinano-machi, Shinjuku-ku, Tokyo, Japan.
| | - Mana Ohtomo
- Department of Surgery, Keio University School of Medicine, 35, Shinano-machi, Shinjuku-ku, Tokyo, Japan
| | - Shogo Nagata
- Department of Surgery, Keio University School of Medicine, 35, Shinano-machi, Shinjuku-ku, Tokyo, Japan
| | - Daisuke Udagawa
- Department of Surgery, Keio University School of Medicine, 35, Shinano-machi, Shinjuku-ku, Tokyo, Japan
| | - Tomonori Tsuchida
- Department of Surgery, Keio University School of Medicine, 35, Shinano-machi, Shinjuku-ku, Tokyo, Japan
| | - Toshinori Morisaku
- Department of Surgery, Keio University School of Medicine, 35, Shinano-machi, Shinjuku-ku, Tokyo, Japan
| | - Yuko Kitagawa
- Department of Surgery, Keio University School of Medicine, 35, Shinano-machi, Shinjuku-ku, Tokyo, Japan
| |
Collapse
|
35
|
Torkzaban M, Wessner CE, Halegoua-DeMarzio D, Rodgers SK, Lyshchik A, Nam K. Diagnostic Performance Comparison Between Ultrasound Attenuation Measurements From Right and Left Hepatic Lobes for Steatosis Detection in Non-alcoholic Fatty Liver Disease. Acad Radiol 2023; 30:1838-1845. [PMID: 36586759 PMCID: PMC10307925 DOI: 10.1016/j.acra.2022.12.025] [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: 08/02/2022] [Revised: 11/21/2022] [Accepted: 12/16/2022] [Indexed: 12/30/2022]
Abstract
RATIONALE AND OBJECTIVES Non-alcoholic fatty liver disease (NAFLD) is currently diagnosed by liver biopsy or MRI proton density fat fraction (MRI-PDFF) from left hepatic lobe (LTHL) and/or right hepatic lobe (RTHL). The objective of this study was to compare the diagnostic value of ultrasound attenuation coefficients (ACs) from RTHL and LTHL in detecting hepatic steatosis using biopsy or MRI-PDFF as a reference standard. MATERIALS AND METHODS Sixty-six patients with suspected NAFLD were imaged with an Aplio i800 ultrasound scanner (Canon Medical Systems, Tustin, CA). Five AC measurements from RTHL and LTHL were averaged separately and together to be compared with the reference standard. RESULTS Forty-seven patients (71%) were diagnosed with NAFLD. Mean ACs were significantly higher in fatty livers than non-fatty livers (RTHL: 0.73 ± 0.10 vs. 0.63 ± 0.07 dB/cm/MHZ; p < 0.0001, LTHL: 0.78 ± 0.11 vs. 0.63 ± 0.06 dB/cm/MHz; p < 0.0001, RTHL & LTHL: 0.76 ± 0.09 vs. 0.63 ± 0.05 dB/cm/MHz; p < 0.0001). Biopsy steatosis grades (n =31) were better correlated with the mean ACs of RTHL & LTHL (r = 0.72) compared to LTHL (r = 0.67) or RTHL (r = 0.61). Correlation between MRI-PDFF (n = 35) and mean ACs was better for LTHL (r = 0.69) compared to the RTHL & LTHL (r = 0.66) or RTHL (r = 0.45). Higher diagnostic accuracy was shown for the mean ACs of RTHL & LTHL (AUC 0.89, specificity 94%, sensitivity 78%) compared to LTHL (AUC 0.89, specificity 88%, sensitivity 82%) or RTHL (AUC 0.81, specificity 89%, sensitivity 68%). CONCLUSION Ultrasound ACs from RTHL and LTHL showed comparable diagnostic values in detection of hepatic steatosis with the highest diagnostic accuracy when they were averaged together.
Collapse
Affiliation(s)
- Mehnoosh Torkzaban
- Department of Radiology, Thomas Jefferson University, Philadelphia, Pennsylvania
| | - Corinne E Wessner
- Department of Radiology, Thomas Jefferson University, Philadelphia, Pennsylvania
| | - Dina Halegoua-DeMarzio
- Department of Medicine, Division of Gastroenterology & Hepatology, Thomas Jefferson University, Philadelphia, Pennsylvania
| | - Shuchi K Rodgers
- Department of Radiology, Thomas Jefferson University, Philadelphia, Pennsylvania
| | - Andrej Lyshchik
- Department of Radiology, Thomas Jefferson University, Philadelphia, Pennsylvania
| | - Kibo Nam
- Department of Radiology, Thomas Jefferson University, Philadelphia, Pennsylvania.
| |
Collapse
|
36
|
Bucci R, Del Signore F, Vignoli M, Felici A, Russo M, Maresca C, Carluccio A. Canine prostatic serum esterase and strain and 2D-shear wave sonoelastography for evaluation of normal prostate in dogs: Preliminary results. Reprod Domest Anim 2023; 58:1311-1319. [PMID: 37501343 DOI: 10.1111/rda.14435] [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: 05/22/2023] [Revised: 07/03/2023] [Accepted: 07/14/2023] [Indexed: 07/29/2023]
Abstract
Canine prostatic serum esterase (CPSE) is considered a useful tool to identify prostate disorders in dogs, with increasing interest in ultrasound (US)-based sonoelastography to non-invasively detect prostate disorders. Since no report is available about a possible correlation between these diagnostic tools, we aimed to investigate a possible correlation between strain elastography (SE) and 2D-shear wave elastography (SWE) and CPSE. Twenty-one dogs were included and, on each animal, CPSE was evaluated followed by a complete US examination and SE and 2D-SWE application. Healthy dogs were identified based on the CPSE results. All the dogs included were characterized by normal CPSE values (<52.3 ng/mL) and normal US prostate appearance. The prostate was characterized by intermediate stiffness with SE (pattern III - 84.7% for the left lobe and 79.27% for the right lobe) and softer than the abdominal wall (SR 0.6 for the left lobe and 0.56 for the right lobe), with low values for both m/s and kilopascals (kPa) for 2D-SWE, pointing that the healthy tissue is not hard. 2D-SWE results were, respectively, 13.51 ± 5.55 kPa and 2.31 ± 0.42 m/s for the left lobe and 18.05 ± 6.47 kPa and 2.39 ± 0.43 m/s for the right lobe. The significant difference between the right and left measurements expressed with kPa, not evidenced with m/s, can be considered indicative of m/s as the most reliable measurement to be considered regarding the prostate parenchyma. Even though no linear correlation was detected between CPSE and elastography values, these preliminary results evidence that the healthy prostates were characterized by a similar elastographic pattern, thus pointing that these techniques can be potentially useful to be applied in case of prostatic disorders to improve the accuracy of the final diagnosis in a non-invasive way.
Collapse
Affiliation(s)
- Roberta Bucci
- Department of Veterinary Medicine, University of Teramo, Teramo, Italy
| | | | - Massimo Vignoli
- Department of Veterinary Medicine, University of Teramo, Teramo, Italy
| | - Andrea Felici
- Istituto Zooprofilattico Sperimentale dell'Umbria e delle Marche "Togo Rosati", Perugia, Italy
| | - Marco Russo
- Department of Veterinary Medicine and Animal Production, University of Naples, Naples, Italy
| | - Carmen Maresca
- Istituto Zooprofilattico Sperimentale dell'Umbria e delle Marche "Togo Rosati", Perugia, Italy
| | - Augusto Carluccio
- Department of Veterinary Medicine, University of Teramo, Teramo, Italy
| |
Collapse
|
37
|
Van V, Rademacher N, Liu CC, Keeton S, Johnston AN. Shear wave velocity values measured by 2D-shear wave elastography are not different between awake and anesthetized cats without clinically significant hepatic fibrosis. Vet Radiol Ultrasound 2023; 64:913-919. [PMID: 37439064 PMCID: PMC10949614 DOI: 10.1111/vru.13267] [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: 03/03/2023] [Revised: 04/19/2023] [Accepted: 05/29/2023] [Indexed: 07/14/2023] Open
Abstract
Two-dimensional shear wave elastography (2D-SWE) is widely used as a noninvasive method to quantify liver stiffness. In humans, liver stiffness approximates histologic hepatic fibrosis. While histology is the gold standard for diagnosing liver disease, 2D-SWE may be a minimally invasive alternative to biopsy in feline patients. The objectives of this prospective, observational, crossover study were trifold: (1) to assess the feasibility of performing 2D-SWE in awake cats, (2) to determine whether anesthesia altered shear wave velocity (SWV) measurements, and (3) to correlate hepatic stiffness with histologically quantified hepatic fibrosis. Eleven healthy, purpose-bred cats underwent 2D-SWE in awake and anesthetized states. SWV measurements were compared with histologic fibrosis measurements obtained from liver biopsies during the anesthetic period. The mean velocities were not significantly different between awake (1.47 ± 0.18 m/s) and anesthetized (1.47 ± 0.24 m/s) cats. Premedication and anesthetic drugs did not impact mean SWV. There was a higher variability in the SWV values in the awake group. The data points were reliably replicated, with an interquartile range of 0.24 and 0.32 in anesthetized and awake groups, respectively. There was moderate agreement between observers (intraclass correlation coefficient = 0.66). All cats had clinically insignificant fibrosis. There was no correlation between the SWV measurements and the histological fibrosis values. This study demonstrates that 2D-SWE is feasible in awake cats and that the anesthetic protocol employed did not significantly alter mean SWV. This work is the first to histologically validate normal SWV values in cats and show that 2D-SWE cannot differentiate minimal differences in feline hepatic fibrosis.
Collapse
Affiliation(s)
- Victoria Van
- Department of Veterinary Clinical Sciences, Louisiana State University, Baton Rouge, Louisiana, USA
| | - Nathalie Rademacher
- Department of Veterinary Clinical Sciences, Louisiana State University, Baton Rouge, Louisiana, USA
| | - Chin-Chi Liu
- Department of Veterinary Clinical Sciences, Louisiana State University, Baton Rouge, Louisiana, USA
| | - Sarah Keeton
- Department of Veterinary Clinical Sciences, Louisiana State University, Baton Rouge, Louisiana, USA
| | - Andrea N Johnston
- Department of Veterinary Clinical Sciences, Louisiana State University, Baton Rouge, Louisiana, USA
| |
Collapse
|
38
|
Kara O, Arsoy HA, Keskin M. Relationship between nonalcoholic fatty liver disease and hyperandrogenemia in adolescents with polycystic ovary syndrome. Clin Exp Pediatr 2023; 66:395-402. [PMID: 37321582 PMCID: PMC10475859 DOI: 10.3345/cep.2023.00353] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/14/2023] [Revised: 05/29/2023] [Accepted: 06/07/2023] [Indexed: 06/17/2023] Open
Abstract
BACKGROUND Nonalcoholic fatty liver disease (NAFLD) is common in adults with polycystic ovary syndrome (PCOS), and several studies on adults have investigated its influencing factors. However, factors associated with NAFLD in adolescents with PCOS remain unknown. PURPOSE This study aimed to investigate the presence of NAFLD in adolescents with PCOS using the noninvasive methods of vibration-controlled transient elastography (VCTE) and ultrasonography (USG), along with assessing NAFLD-related metabolic and hormonal risk factors. METHODS This study included patients aged 12-18 years who were diagnosed with PCOS according to the Rotterdam criteria. The control group included young women with similar age and body mass index (BMI) z scores, who had menstruated regularly for more than 2 years. Patients with PCOS were divided into hyperandrogenemia and nonhyperandrogenemia groups based on serum androgen level. USG was performed on all patients to evaluate the presence of hepatic steatosis. Liver stiffness measurement (LSM) and controlled attenuation parameter (CAP) were assessed using VCTE (Fibroscan). Clinical, laboratory, and radiological data were compared between groups. RESULTS This study included 124 adolescent girls aged 12-18 years (61 with PCOS, 63 controls). BMI z scores were similar between groups. Waist circumference and total cholesterol, triglyceride, and alanine aminotransferase levels were higher in the PCOS versus the control group. The presence of hepatic steatosis on USG was similar between groups. However, the rate of hepatic steatosis on USG was higher in patients with hyperandrogenic PCOS (P=0.01). LSM and CAP measurements were similar between groups. CONCLUSION No increase in prevalence of NAFLD was observed among adolescents with PCOS. However, hyperandrogenemia is a risk factor for NAFLD. Therefore, adolescents with PCOS and elevated androgen level should be screened for NAFLD.
Collapse
Affiliation(s)
- Ozlem Kara
- Department of Pediatric Endocrinology, University of Health Sciences Bursa Yuksek Ihtisas Training and Research Hospital, Bursa, Turkey
| | - Hanife Aysegul Arsoy
- Department of Pediatric Gastroenterology, Hepatology and Nutrition, University of Health Sciences Bursa City Hospital, Bursa, Turkey
| | - Murat Keskin
- Department of Gastroenterology, School of Medicine, KTO Karatay University, Konya, Turkey
| |
Collapse
|
39
|
Meyer Z, Haas N, Mühlberg R, Braun A, Fischer M, Mandilaras G. Transient liver elastography in the follow-up of Fontan patients: results of a nation wide survey in Germany. Front Pediatr 2023; 11:1194641. [PMID: 37711600 PMCID: PMC10499538 DOI: 10.3389/fped.2023.1194641] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/27/2023] [Accepted: 07/24/2023] [Indexed: 09/16/2023] Open
Abstract
Introduction Fontan-palliated patients are at risk for the development of Fontan-associated liver disease (FALD). Currently, there is no consensus on how to stage FALD. Transient elastography (TE) is a rapid, non-invasive method to assess FALD and liver fibrosis. Method To assess the availability and conditions of using TE to monitor liver disease in Fontan patients in german centers for pediatric cardiology and to propose the introduction of a standardized national protocol for the monitoring of liver disease, we developed a questionnaire. Results In total, 95 valid questionnaires were collected. Only 20% of the centers offer the TE investigation directly. Most of the centers transfer the patients to another department or center (40%) or didńt offer TE (40%). In only 2.6% of the centers TE is performed directly by the cardiologist. Most of the centers transfer the patients to a other department. In 29.2% TE is performed only at a certain age of the patients and in 27.7% it is performed if the patients present symptoms of failing Fontan. In only 13.9% of the centers TE is proposed in all the Fontan patients on a routine basis. Most often TE is performed only from the beginning of the adolescence. In the majority of answers it was not known if the patients are fasting for the examination (68%) or not and if the TE examination had to be performed in a specific breathing phase during TE (Inspiration/Expiration, 90%). In the majority, TE is not offered routinely (46.9%). Discussion To date in Germany, TE is only used in a few numbers of centers specialized in Fontan follow-up. A standardized protocol to use TE is currently not existing. With regard to the feasibility of the examination, it is evident that TE is a quick, cheap and easy method to distinguish between cases with and without progressive FALD. This makes TE a useful and prognostic tool for screening of liver disease and to failing Fontan circulation. Conclusion We propose a systematic TE evaluation of possible liver congestion and fibrosis, as a part of the routine follow-up of Fontan patients.
Collapse
Affiliation(s)
- Zora Meyer
- Ludwig Maximilian University of Munich, Munich, Germany
| | | | | | | | | | | |
Collapse
|
40
|
Baleato-Gonzalez S, Osorio-Vazquez I, Flores-Ríos E, Santiago-Pérez MI, Laguna-Reyes JP, Garcia-Figueiras R. Testicular Evaluation Using Shear Wave Elastography (SWE) in Patients with Varicocele. J Imaging 2023; 9:166. [PMID: 37754930 PMCID: PMC10532404 DOI: 10.3390/jimaging9090166] [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: 07/05/2023] [Revised: 07/28/2023] [Accepted: 08/19/2023] [Indexed: 09/28/2023] Open
Abstract
PURPOSE To assess the possible influence of the presence of varicocele on the quantification of testicular stiffness. METHODS Ultrasound with shear wave elastography (SWE) was performed on 48 consecutive patients (96 testicles) referred following urology consultation for different reasons. A total of 94 testes were studied and distributed in three groups: testes with varicocele (group A, n = 19), contralateral normal testes (group B; n = 13) and control group (group C, n = 62). Age, testicular volume and testicular parenchymal tissue stiffness values of the three groups were compared using the Kruskal-Wallis test. RESULTS The mean age of the patients was 42.1 ± 11.1 years. The main reason for consultation was infertility (64.6%). The mean SWE value was 4 ± 0.4 kPa (kilopascal) in group A, 4 ± 0.5 kPa in group B and 4.2 ± 0.7 kPa in group C or control. The testicular volume was 15.8 ± 3.8 mL in group A, 16 ± 4.3 mL in group B and 16.4 ± 5.9 mL in group C. No statistically significant differences were found between the three groups in terms of age, testicular volume and tissue stiffness values. CONCLUSION Tissue stiffness values were higher in our control group (healthy testicles) than in patients with varicocele.
Collapse
Affiliation(s)
- Sandra Baleato-Gonzalez
- University Hospital Complex of Santiago de Compostela, 15706 Santiago de Compostela, Spain; (I.O.-V.); (E.F.-R.); (R.G.-F.)
| | - Iria Osorio-Vazquez
- University Hospital Complex of Santiago de Compostela, 15706 Santiago de Compostela, Spain; (I.O.-V.); (E.F.-R.); (R.G.-F.)
| | - Enrique Flores-Ríos
- University Hospital Complex of Santiago de Compostela, 15706 Santiago de Compostela, Spain; (I.O.-V.); (E.F.-R.); (R.G.-F.)
| | | | - Juan Pablo Laguna-Reyes
- Department of Radiology, Faculty of Medicine, Universidad de Valparaíso, Valparaíso 2360102, Chile;
| | - Roberto Garcia-Figueiras
- University Hospital Complex of Santiago de Compostela, 15706 Santiago de Compostela, Spain; (I.O.-V.); (E.F.-R.); (R.G.-F.)
| |
Collapse
|
41
|
Staufer K, Huber H, Zessner-Spitzenberg J, Stauber R, Finkenstedt A, Bantel H, Weiss TS, Huber M, Starlinger P, Gruenberger T, Reiberger T, Sebens S, McIntyre G, Tabibiazar R, Giaccia A, Zoller H, Trauner M, Mikulits W. Gas6 in chronic liver disease-a novel blood-based biomarker for liver fibrosis. Cell Death Discov 2023; 9:282. [PMID: 37532736 PMCID: PMC10397215 DOI: 10.1038/s41420-023-01551-6] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/25/2022] [Revised: 04/18/2023] [Accepted: 07/10/2023] [Indexed: 08/04/2023] Open
Abstract
The expression of the receptor tyrosine kinase Axl and its cleavage product soluble Axl (sAxl) is increased in liver fibrosis, cirrhosis, and hepatocellular carcinoma (HCC). In this multicenter study, we evaluated the diagnostic value of Gas6, the high-affinity ligand of Axl, in patients with chronic liver disease. Levels of sAxl and Gas6, and their albumin (alb) ratios were analyzed in serum samples of patients with biopsy-proven liver fibrosis, end-stage liver disease, HCC, and healthy controls, and were compared to Fibrosis-4 (FIB-4), enhanced liver fibrosis (ELF™) test, Child-Pugh score (CPS), model of end-stage liver disease (MELD) score, hepatic venous pressure gradient, and α-fetoprotein, respectively. A total of 1111 patients (median age 57.8 y, 67.3% male) was analyzed. Gas6/alb showed high diagnostic accuracy for the detection of significant (≥F2: AUC 0.805) to advanced fibrosis (≥F3: AUC 0.818), and was superior to Fib-4 for the detection of cirrhosis (F4: AUC 0.897 vs. 0.878). In addition, Gas6/alb was highly predictive of liver disease severity (Odds ratios for CPS B/C, MELD ≥ 15, and clinically significant portal hypertension (CSPH) were 16.534, 10.258, and 12.115), and was associated with transplant-free survival (Hazard ratio 1.031). Although Gas6 and Gas6/alb showed high diagnostic accuracy for the detection of HCC in comparison to chronic liver disease patients without cirrhosis (AUC 0.852, 0.868), they failed to discriminate between HCC in cirrhosis versus cirrhosis only. In conclusion, Gas6/alb shows a high accuracy to detect significant to advanced fibrosis and cirrhosis, and predicts severity of liver disease including CSPH.
Collapse
Affiliation(s)
- Katharina Staufer
- Department of General Surgery, Division of Transplantation, Medical University of Vienna, Vienna, Austria
- Department of Internal Medicine III, Division of Gastroenterology & Hepatology, Medical University of Vienna, Vienna, Austria
| | - Heidemarie Huber
- Center for Cancer Research, Comprehensive Cancer Center Vienna, Medical University of Vienna, Vienna, Austria
| | - Jasmin Zessner-Spitzenberg
- Center for Cancer Research, Comprehensive Cancer Center Vienna, Medical University of Vienna, Vienna, Austria
| | - Rudolf Stauber
- Division of Gastroenterology and Hepatology, Department of Internal Medicine, Medical University of Graz, Graz, Austria
| | - Armin Finkenstedt
- Department of Medicine I, Gastroenterology, Hepatology and Endocrinology, Medical University of Innsbruck, Innsbruck, Austria
| | - Heike Bantel
- Department of Gastroenterology, Hepatology and Endocrinology, Hannover Medical School, Hannover, Germany
| | - Thomas S Weiss
- Center for Liver Cell Research, Children's University Hospital (KUNO), University of Regensburg Hospital, Regensburg, Germany
| | - Markus Huber
- Department of Anesthesiology and Pain Therapy, Inselspital, University Hospital Bern, Bern, Switzerland
| | - Patrick Starlinger
- Department of Surgery, Division of General Surgery, Medical University of Vienna, Vienna, Austria
| | - Thomas Gruenberger
- Clinicum Favoriten, HPB Center, Vienna Health Network and Sigmund Freud Private University, Vienna, Austria
| | - Thomas Reiberger
- Department of Internal Medicine III, Division of Gastroenterology & Hepatology, Medical University of Vienna, Vienna, Austria
- Christian-Doppler Laboratory for Portal Hypertension and Liver Fibrosis, Medical University of Vienna, Vienna, Austria
| | - Susanne Sebens
- Institute for Experimental Cancer Research, Kiel University and University Hospital Schleswig-Holstein (UKSH) Campus Kiel, Kiel, Germany
| | | | | | | | - Heinz Zoller
- Department of Medicine I, Gastroenterology, Hepatology and Endocrinology, Medical University of Innsbruck, Innsbruck, Austria
| | - Michael Trauner
- Department of Internal Medicine III, Division of Gastroenterology & Hepatology, Medical University of Vienna, Vienna, Austria
| | - Wolfgang Mikulits
- Center for Cancer Research, Comprehensive Cancer Center Vienna, Medical University of Vienna, Vienna, Austria.
| |
Collapse
|
42
|
Obrist A, Ruby L, Martin A, Frauenfelder T, Rominger M, Paverd C. Influence of Measurement Depth and Acquisition Parameters on Shear Wave Speed and Shear Wave Dispersion in Certified Phantoms Using a Canon Aplio Clinical Ultrasound Scanner. ULTRASOUND IN MEDICINE & BIOLOGY 2023; 49:1742-1759. [PMID: 37156674 DOI: 10.1016/j.ultrasmedbio.2023.03.021] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/02/2022] [Revised: 03/15/2023] [Accepted: 03/28/2023] [Indexed: 05/10/2023]
Abstract
OBJECTIVE The aim of the work described here was to investigate the relative contribution of confounding factors on liver shear wave speed (SWS) and shear wave dispersion slope (SWDS) measurements in three certified phantoms using a Canon Aplio clinical ultrasound scanner. METHODS A Canon Aplio i800 i-series ultrasound system (Canon Medical Systems Corporation, Otawara, Tochigi, Japan) with i8CX1 convex array (center frequency = 4 MHz) was used to examine dependencies caused by the depth, width and height of the acquisition box (AQB), the depth and size of the region of interest (ROI), the AQB angle and the pressure of the ultrasound probe on the surface of the phantom. RESULTS Results revealed that depth is the most significant confounder in both SWS and SWDS measurements. AQB angle, height and width and ROI size exhibited minimal confounding effects on measurements. For SWS, the most consistent measurement depth is when the top of the AQB is placed between 2 and 4 cm, and the ROI is located between 3 and 7 cm deep. For SWDS, results indicate that measurement values significantly decrease with depth from the surface of the phantom until approximately 7 cm deep, and consequently no stable area of AQB placement or ROI depth exists. CONCLUSION In contrast to SWS, the same ideal acquisition depth range cannot necessarily be applied to SWDS measurements because of a significant depth dependency.
Collapse
Affiliation(s)
- Anika Obrist
- Institute of Diagnostic and Interventional Radiology, University Hospital Zurich, Zürich, Switzerland
| | - Lisa Ruby
- Institute of Diagnostic and Interventional Radiology, University Hospital Zurich, Zürich, Switzerland
| | - Alexander Martin
- Institute of Diagnostic and Interventional Radiology, University Hospital Zurich, Zürich, Switzerland
| | - Thomas Frauenfelder
- Institute of Diagnostic and Interventional Radiology, University Hospital Zurich, Zürich, Switzerland
| | - Marga Rominger
- Institute of Diagnostic and Interventional Radiology, University Hospital Zurich, Zürich, Switzerland
| | - Catherine Paverd
- Institute of Diagnostic and Interventional Radiology, University Hospital Zurich, Zürich, Switzerland.
| |
Collapse
|
43
|
Gupta N, Taylor RE, Lambert B, Dong D, Phillips P, Jack RA, Goble HM, Labis JS, Trakhtenbroit MA, McCulloch PC. Shear wave elastography of the ulnar collateral ligament in division IA pitchers across a competitive collegiate season. JSES Int 2023; 7:703-708. [PMID: 37426937 PMCID: PMC10328771 DOI: 10.1016/j.jseint.2023.03.014] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 07/11/2023] Open
Abstract
Background The ulnar collateral ligament (UCL) is a commonly injured elbow stabilizer during throwing. Shear wave elastography (SWE) is a technique that may reveal structural changes in the UCL that are indicative of ligament health and injury risk. The purpose of this study was to assess preseason and inseason shear wave velocity (SWV) in the UCL of collegiate pitchers and to asses repeatability of this measurement technique in healthy volunteers. Methods Seventeen collegiate baseball pitchers and 11 sex-matched volunteers were recruited. Two-dimensional SWE of the UCL was performed by a single radiologist. In pitchers, SWV was measured at the proximal, midsubstance, and distal UCL for dominant and nondominant elbows preseason, midseason, and postseason, and Kerlan-Jobe Orthopaedic Clinic (KJOC) Shoulder and Elbow questionnaire scores were recorded. In volunteers, SWV was measured at UCL midsubstance in dominant elbows at 3 separate occasions over 1 week. An independent samples t-test was used to compare preseason midsubstance measures between pitchers and the healthy volunteers. A mixed-model analysis of covariance (covaried on preseason measures) was used to compare SWV measures at the preseason, midseason, and postseason time points. A similar generalized linear model for nonparametric data was used to compare KJOC scores. Type-I error was set at P < .05. Results Mean preseason midsubstance dominant arm UCL SWV did not significantly differ between the pitchers (5.40 ± 1.65 m/s) compared to the healthy volunteers (4.35 ± 1.45 m/s). For inseason measures among the pitchers, a decrease in midsubstance (-1.17 ± 0.99 m/s, P = .021) and proximal (-1.55 ± 0.91 m/s, P = .001) SWV was observed at midseason compared to preseason. The proximal measure was also observed to be significantly lower than the nondominant arm (-1.97 ± 0.95 m/s, P < .001). Proximal SWV remained reduced relative to the preseason and the postseason mark (-1.13 ± 0.91 m/s, P = .015). KJOC scores decreased at midseason compared to preseason (P = .003) but then increased to a similar preseason value at the postseason measurement (preseason = 92 ± 3, midseason = 87 ± 3, postseason = 91 ± 3). The repeatability coefficient of SWE in the volunteer cohort was 1.98 m/s. Conclusion Decreased SWV in the proximal and midsubstance of the dominant arm UCL at midseason suggests structural changes indicative of increasing laxity or 'softening' of the UCL. Associated decline in KJOC scores suggests that these changes are associated with functional decline. Future studies with more frequent sampling would be invaluable to further explore this observation and its significance for predicting and managing UCL injury risk.
Collapse
Affiliation(s)
- Nakul Gupta
- Department of Radiology, Houston Methodist Hospital, Houston, TX, USA
| | - Ross E. Taylor
- Department of Radiology, Houston Methodist Hospital, Houston, TX, USA
| | - Bradley Lambert
- Department of Orthopedics and Sports Medicine, Houston Methodist Hospital, Houston, TX, USA
| | - David Dong
- Department of Orthopedics and Sports Medicine, Houston Methodist Hospital, Houston, TX, USA
| | - Paul Phillips
- Department of Orthopedics and Sports Medicine, Houston Methodist Hospital, Houston, TX, USA
| | - Robert A. Jack
- Department of Orthopedics and Sports Medicine, Houston Methodist Hospital, Houston, TX, USA
| | - Haley M. Goble
- Department of Orthopedics and Sports Medicine, Houston Methodist Hospital, Houston, TX, USA
| | - John S. Labis
- Department of Radiology, Houston Methodist Hospital, Houston, TX, USA
| | | | - Patrick C. McCulloch
- Department of Orthopedics and Sports Medicine, Houston Methodist Hospital, Houston, TX, USA
| |
Collapse
|
44
|
Ferraioli G, Raimondi A, De Silvestri A, Filice C, Barr RG. Toward acquisition protocol standardization for estimating liver fat content using ultrasound attenuation coefficient imaging. Ultrasonography 2023; 42:446-456. [PMID: 37364867 PMCID: PMC10331055 DOI: 10.14366/usg.23014] [Citation(s) in RCA: 8] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/07/2023] [Revised: 03/15/2023] [Accepted: 03/27/2023] [Indexed: 07/13/2024] Open
Abstract
PURPOSE This study's primary aim was to assess factors affecting ultrasound attenuation coefficient (AC) measurement repeatability using the Canon ultrasound (US) system. The secondary aim was to evaluate whether similar results were obtained with other vendors' AC algorithms. METHODS This prospective study was performed at two centers from February to November 2022. AC was obtained using two US systems (Aplio i800 of Canon Medical Systems and Arietta 850 of Fujifilm). An algorithm combining AC and the backscatter coefficient was also used (Sequoia US System, Siemens Healthineers). To evaluate inter-observer concordance, AC was obtained by two expert operators using different transducer positions with regions of interest (ROIs) varying in terms of depth and size. Intra-observer concordance was evaluated on measurements performed intercostally, subcostally, and in the left liver lobe. Lin's concordance correlation coefficient was used. RESULTS Thirty-four participants (mean age, 49.4±15.1 years; 18 females) were studied. AC values progressively decreased with depth. The measurements in intercostal spaces on bestquality US images using a 3-cm ROI with its upper edge 2 cm below the liver capsule during breath-hold showed the highest intra-observer and inter-observer concordance (0.92 [95% confidence interval, 0.88 to 0.95] and 0.89 [0.82 to 0.96], respectively). Measurements in the left lobe showed the lowest intra-observer and inter-observer concordance (0.67 [0.43 to 0.90] and 0.58 [0.12 to 1.00], respectively). Intercostal space measurements also had the highest repeatability for the other two ultrasound systems. CONCLUSION AC values obtained in intercostal spaces on best-quality images using a 3-cm ROI placed with its top 2 cm below the liver capsule were highly repeatable.
Collapse
Affiliation(s)
- Giovanna Ferraioli
- Department of Clinical, Surgical, Diagnostic and Pediatric Sciences, University of Pavia, Pavia, Italy
| | - Ambra Raimondi
- Department of Clinical, Surgical, Diagnostic and Pediatric Sciences, University of Pavia, Pavia, Italy
- Clinical Sciences and Infectious Diseases Department, Fondazione IRCCS Policlinico S. Matteo, Pavia, Italy
| | - Annalisa De Silvestri
- Clinical Epidemiology and Biometric Unit, Fondazione IRCCS Policlinico S. Matteo, Pavia, Italy
| | - Carlo Filice
- Department of Clinical, Surgical, Diagnostic and Pediatric Sciences, University of Pavia, Pavia, Italy
- Clinical Sciences and Infectious Diseases Department, Fondazione IRCCS Policlinico S. Matteo, Pavia, Italy
| | - Richard G. Barr
- Department of Radiology, Northeastern Ohio Medical University, Rootstown, OH, USA
- Southwoods Imaging, Youngstown, OH, USA
| |
Collapse
|
45
|
Barchi A, D'Amico F, Zilli A, Furfaro F, Parigi TL, Fiorino G, Peyrin-Biroulet L, Danese S, Dal Buono A, Allocca M. Recent advances in the use of ultrasound in Crohn's disease. Expert Rev Med Devices 2023; 20:1119-1129. [PMID: 37961790 DOI: 10.1080/17434440.2023.2283166] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/26/2023] [Accepted: 11/09/2023] [Indexed: 11/15/2023]
Abstract
INTRODUCTION A clear consensus exists on the role of IUS for the assessment and monitoring of Crohn's disease (CD) in the 'treat-to-target' strategy. AREAS COVERED IUS is an accurate tool for the management of CD. It is noninvasive and well tolerated. IUS has good-to-optimal inter-operator reliability either for assessing disease activity or for evaluating treatment response, especially combining Bowel Wall Thickness (BWT) and Color Doppler Signals (CDS). IUS is able to evaluate transmural remission (TR), the ultimate goal of the 'treat-to-target' strategy. Several studies confirmed its accuracy in the assessment of the post-operative recurrence (POR). Thanks to recent advances in trans-perineal ultrasound technique (TPUS), it allows to characterize peri-anal disease and its complications. Small intestine contrast ultrasound (SICUS) and contrast-enhancement ultrasound (CEUS) may improve IUS performance, particularly in stricturing or penetrating CD. Ultrasound elastography (USE) is raising interest for its accuracy in differentiating CD phenotypes (fibrotic versus inflamed). EXPERT OPINION IUS is a pivotal step in the management of CD, in early assessment as in therapeutic monitoring, with advantages of evaluating transmural response. Development and validation of novel ultrasound biomarkers of activity and fibrosis, especially those linked to advanced ultrasound techniques, are expected in the coming years.
Collapse
Affiliation(s)
- Alberto Barchi
- Gastroenterology and Endoscopy, IRCCS Ospedale San Raffaele and Vita-Salute San Raffaele University, Milan, Italy
| | - Ferdinando D'Amico
- Gastroenterology and Endoscopy, IRCCS Ospedale San Raffaele and Vita-Salute San Raffaele University, Milan, Italy
- Department of Biomedical Sciences, Humanitas University, Pieve Emanuele, Milan, Italy
| | - Alessandra Zilli
- Gastroenterology and Endoscopy, IRCCS Ospedale San Raffaele and Vita-Salute San Raffaele University, Milan, Italy
| | - Federica Furfaro
- Gastroenterology and Endoscopy, IRCCS Ospedale San Raffaele and Vita-Salute San Raffaele University, Milan, Italy
| | - Tommaso Lorenzo Parigi
- Gastroenterology and Endoscopy, IRCCS Ospedale San Raffaele and Vita-Salute San Raffaele University, Milan, Italy
| | - Gionata Fiorino
- Gastroenterology and Endoscopy, IRCCS Ospedale San Raffaele and Vita-Salute San Raffaele University, Milan, Italy
| | - Laurent Peyrin-Biroulet
- Department of Gastroenterology and Inserm NGERE U1256, University Hospital of Nancy, University of Lorraine, Vandoeuvre-lès-Nancy, France
- Department of Gastroenterology, Nancy University Hospital, Vandœuvre-lès-Nancy, France
- INFINY Institute, Nancy University Hospital, Vandœuvre-lès-Nancy, France
- FHU-CURE, Nancy University Hospital, Vandœuvre-lès-Nancy, France
- Groupe Hospitalier privé Ambroise Paré - Hartmann, Paris IBD center, Neuilly sur Seine, France
- Division of Gastroenterology and Hepatology, McGill University Health Centre, Montreal, Quebec, Canada
| | - Silvio Danese
- Gastroenterology and Endoscopy, IRCCS Ospedale San Raffaele and Vita-Salute San Raffaele University, Milan, Italy
| | - Arianna Dal Buono
- Department of Biomedical Sciences, Humanitas University, Pieve Emanuele, Milan, Italy
- IBD Center, Humanitas Research Hospital - IRCCS, Rozzano, Milan, Italy
| | - Mariangela Allocca
- Gastroenterology and Endoscopy, IRCCS Ospedale San Raffaele and Vita-Salute San Raffaele University, Milan, Italy
| |
Collapse
|
46
|
Zhang XY, Wei Q, Wu GG, Tang Q, Pan XF, Chen GQ, Zhang D, Dietrich CF, Cui XW. Artificial intelligence - based ultrasound elastography for disease evaluation - a narrative review. Front Oncol 2023; 13:1197447. [PMID: 37333814 PMCID: PMC10272784 DOI: 10.3389/fonc.2023.1197447] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/31/2023] [Accepted: 05/22/2023] [Indexed: 06/20/2023] Open
Abstract
Ultrasound elastography (USE) provides complementary information of tissue stiffness and elasticity to conventional ultrasound imaging. It is noninvasive and free of radiation, and has become a valuable tool to improve diagnostic performance with conventional ultrasound imaging. However, the diagnostic accuracy will be reduced due to high operator-dependence and intra- and inter-observer variability in visual observations of radiologists. Artificial intelligence (AI) has great potential to perform automatic medical image analysis tasks to provide a more objective, accurate and intelligent diagnosis. More recently, the enhanced diagnostic performance of AI applied to USE have been demonstrated for various disease evaluations. This review provides an overview of the basic concepts of USE and AI techniques for clinical radiologists and then introduces the applications of AI in USE imaging that focus on the following anatomical sites: liver, breast, thyroid and other organs for lesion detection and segmentation, machine learning (ML) - assisted classification and prognosis prediction. In addition, the existing challenges and future trends of AI in USE are also discussed.
Collapse
Affiliation(s)
- Xian-Ya Zhang
- Department of Medical Ultrasound, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
| | - Qi Wei
- Department of Medical Ultrasound, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
| | - Ge-Ge Wu
- Department of Medical Ultrasound, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
| | - Qi Tang
- Department of Ultrasonography, The First Hospital of Changsha, Changsha, China
| | - Xiao-Fang Pan
- Health Medical Department, Dalian Municipal Central Hospital, Dalian, China
| | - Gong-Quan Chen
- Department of Medical Ultrasound, Minda Hospital of Hubei Minzu University, Enshi, China
| | - Di Zhang
- Department of Medical Ultrasound, The First Affiliated Hospital of Anhui Medical University, Hefei, China
| | | | - Xin-Wu Cui
- Department of Medical Ultrasound, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
| |
Collapse
|
47
|
Guglielmo FF, Barr RG, Yokoo T, Ferraioli G, Lee JT, Dillman JR, Horowitz JM, Jhaveri KS, Miller FH, Modi RY, Mojtahed A, Ohliger MA, Pirasteh A, Reeder SB, Shanbhogue K, Silva AC, Smith EN, Surabhi VR, Taouli B, Welle CL, Yeh BM, Venkatesh SK. Liver Fibrosis, Fat, and Iron Evaluation with MRI and Fibrosis and Fat Evaluation with US: A Practical Guide for Radiologists. Radiographics 2023; 43:e220181. [PMID: 37227944 DOI: 10.1148/rg.220181] [Citation(s) in RCA: 17] [Impact Index Per Article: 17.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 05/27/2023]
Abstract
Quantitative imaging biomarkers of liver disease measured by using MRI and US are emerging as important clinical tools in the management of patients with chronic liver disease (CLD). Because of their high accuracy and noninvasive nature, in many cases, these techniques have replaced liver biopsy for the diagnosis, quantitative staging, and treatment monitoring of patients with CLD. The most commonly evaluated imaging biomarkers are surrogates for liver fibrosis, fat, and iron. MR elastography is now routinely performed to evaluate for liver fibrosis and typically combined with MRI-based liver fat and iron quantification to exclude or grade hepatic steatosis and iron overload, respectively. US elastography is also widely performed to evaluate for liver fibrosis and has the advantage of lower equipment cost and greater availability compared with those of MRI. Emerging US fat quantification methods can be performed along with US elastography. The author group, consisting of members of the Society of Abdominal Radiology (SAR) Liver Fibrosis Disease-Focused Panel (DFP), the SAR Hepatic Iron Overload DFP, and the European Society of Radiology, review the basics of liver fibrosis, fat, and iron quantification with MRI and liver fibrosis and fat quantification with US. The authors cover technical requirements, typical case display, quality control and proper measurement technique and case interpretation guidelines, pitfalls, and confounding factors. The authors aim to provide a practical guide for radiologists interpreting these examinations. © RSNA, 2023 See the invited commentary by Ronot in this issue. Quiz questions for this article are available in the supplemental material.
Collapse
Affiliation(s)
- Flavius F Guglielmo
- From the Department of Radiology, Thomas Jefferson University, 132 S 10th St, Philadelphia, PA 19107 (F.F.G.); Department of Radiology, Northeastern Ohio Medical University, Rootstown, Ohio (R.G.B.); Department of Radiology and Advanced Imaging Research Center, University of Texas Southwestern Medical Center, Dallas, Tex (T.Y.); Department of Clinical, Surgical, Diagnostic and Pediatric Sciences, University of Pavia, Pavia, Italy (G.F.); Department of Radiology, University of Kentucky, Lexington, Ky (J.T.L.); Department of Radiology, Cincinnati Children's Hospital Medical Center, University of Cincinnati College of Medicine, Cincinnati, Ohio (J.R.D.); Department of Radiology, Northwestern University Feinberg School of Medicine, Chicago, Ill (J.M.H., F.H.M.); Joint Department of Medical Imaging, University Health Network, University of Toronto, Toronto, Ontario, Canada (K.S.J.); Department of Radiology, ChristianaCare, Newark, Del (R.Y.M.); Department of Radiology, Massachusetts General Hospital, Harvard Medical School, Boston, Mass (A.M.); Department of Radiology and Biomedical Imaging, University of California, San Francisco, San Francisco, Calif (M.A.O., B.M.Y.); Departments of Radiology and Medical Physics (A.P.) and Departments of Radiology, Medical Physics, Biomedical Engineering, Medicine, and Emergency Medicine (S.B.R.), University of Wisconsin, Madison, Wis; Department of Radiology, NYU Langone Health, New York, NY (K.S.); Department of Radiology, Mayo Clinic, Phoenix, Ariz (A.C.S.); Department of Radiology, University of Alabama at Birmingham, Birmingham, Ala (E.N.S.); Department of Radiology, University of Texas MD Anderson Cancer Center, Houston, Tex (V.R.S.); Department of Diagnostic, Molecular and Interventional Radiology, BioMedical Engineering and Imaging Institute, Icahn School of Medicine at Mount Sinai, New York, NY (B.T.); and Department of Radiology, Mayo Clinic, Rochester, Minn (C.L.W., S.K.V.)
| | - Richard G Barr
- From the Department of Radiology, Thomas Jefferson University, 132 S 10th St, Philadelphia, PA 19107 (F.F.G.); Department of Radiology, Northeastern Ohio Medical University, Rootstown, Ohio (R.G.B.); Department of Radiology and Advanced Imaging Research Center, University of Texas Southwestern Medical Center, Dallas, Tex (T.Y.); Department of Clinical, Surgical, Diagnostic and Pediatric Sciences, University of Pavia, Pavia, Italy (G.F.); Department of Radiology, University of Kentucky, Lexington, Ky (J.T.L.); Department of Radiology, Cincinnati Children's Hospital Medical Center, University of Cincinnati College of Medicine, Cincinnati, Ohio (J.R.D.); Department of Radiology, Northwestern University Feinberg School of Medicine, Chicago, Ill (J.M.H., F.H.M.); Joint Department of Medical Imaging, University Health Network, University of Toronto, Toronto, Ontario, Canada (K.S.J.); Department of Radiology, ChristianaCare, Newark, Del (R.Y.M.); Department of Radiology, Massachusetts General Hospital, Harvard Medical School, Boston, Mass (A.M.); Department of Radiology and Biomedical Imaging, University of California, San Francisco, San Francisco, Calif (M.A.O., B.M.Y.); Departments of Radiology and Medical Physics (A.P.) and Departments of Radiology, Medical Physics, Biomedical Engineering, Medicine, and Emergency Medicine (S.B.R.), University of Wisconsin, Madison, Wis; Department of Radiology, NYU Langone Health, New York, NY (K.S.); Department of Radiology, Mayo Clinic, Phoenix, Ariz (A.C.S.); Department of Radiology, University of Alabama at Birmingham, Birmingham, Ala (E.N.S.); Department of Radiology, University of Texas MD Anderson Cancer Center, Houston, Tex (V.R.S.); Department of Diagnostic, Molecular and Interventional Radiology, BioMedical Engineering and Imaging Institute, Icahn School of Medicine at Mount Sinai, New York, NY (B.T.); and Department of Radiology, Mayo Clinic, Rochester, Minn (C.L.W., S.K.V.)
| | - Takeshi Yokoo
- From the Department of Radiology, Thomas Jefferson University, 132 S 10th St, Philadelphia, PA 19107 (F.F.G.); Department of Radiology, Northeastern Ohio Medical University, Rootstown, Ohio (R.G.B.); Department of Radiology and Advanced Imaging Research Center, University of Texas Southwestern Medical Center, Dallas, Tex (T.Y.); Department of Clinical, Surgical, Diagnostic and Pediatric Sciences, University of Pavia, Pavia, Italy (G.F.); Department of Radiology, University of Kentucky, Lexington, Ky (J.T.L.); Department of Radiology, Cincinnati Children's Hospital Medical Center, University of Cincinnati College of Medicine, Cincinnati, Ohio (J.R.D.); Department of Radiology, Northwestern University Feinberg School of Medicine, Chicago, Ill (J.M.H., F.H.M.); Joint Department of Medical Imaging, University Health Network, University of Toronto, Toronto, Ontario, Canada (K.S.J.); Department of Radiology, ChristianaCare, Newark, Del (R.Y.M.); Department of Radiology, Massachusetts General Hospital, Harvard Medical School, Boston, Mass (A.M.); Department of Radiology and Biomedical Imaging, University of California, San Francisco, San Francisco, Calif (M.A.O., B.M.Y.); Departments of Radiology and Medical Physics (A.P.) and Departments of Radiology, Medical Physics, Biomedical Engineering, Medicine, and Emergency Medicine (S.B.R.), University of Wisconsin, Madison, Wis; Department of Radiology, NYU Langone Health, New York, NY (K.S.); Department of Radiology, Mayo Clinic, Phoenix, Ariz (A.C.S.); Department of Radiology, University of Alabama at Birmingham, Birmingham, Ala (E.N.S.); Department of Radiology, University of Texas MD Anderson Cancer Center, Houston, Tex (V.R.S.); Department of Diagnostic, Molecular and Interventional Radiology, BioMedical Engineering and Imaging Institute, Icahn School of Medicine at Mount Sinai, New York, NY (B.T.); and Department of Radiology, Mayo Clinic, Rochester, Minn (C.L.W., S.K.V.)
| | - Giovanna Ferraioli
- From the Department of Radiology, Thomas Jefferson University, 132 S 10th St, Philadelphia, PA 19107 (F.F.G.); Department of Radiology, Northeastern Ohio Medical University, Rootstown, Ohio (R.G.B.); Department of Radiology and Advanced Imaging Research Center, University of Texas Southwestern Medical Center, Dallas, Tex (T.Y.); Department of Clinical, Surgical, Diagnostic and Pediatric Sciences, University of Pavia, Pavia, Italy (G.F.); Department of Radiology, University of Kentucky, Lexington, Ky (J.T.L.); Department of Radiology, Cincinnati Children's Hospital Medical Center, University of Cincinnati College of Medicine, Cincinnati, Ohio (J.R.D.); Department of Radiology, Northwestern University Feinberg School of Medicine, Chicago, Ill (J.M.H., F.H.M.); Joint Department of Medical Imaging, University Health Network, University of Toronto, Toronto, Ontario, Canada (K.S.J.); Department of Radiology, ChristianaCare, Newark, Del (R.Y.M.); Department of Radiology, Massachusetts General Hospital, Harvard Medical School, Boston, Mass (A.M.); Department of Radiology and Biomedical Imaging, University of California, San Francisco, San Francisco, Calif (M.A.O., B.M.Y.); Departments of Radiology and Medical Physics (A.P.) and Departments of Radiology, Medical Physics, Biomedical Engineering, Medicine, and Emergency Medicine (S.B.R.), University of Wisconsin, Madison, Wis; Department of Radiology, NYU Langone Health, New York, NY (K.S.); Department of Radiology, Mayo Clinic, Phoenix, Ariz (A.C.S.); Department of Radiology, University of Alabama at Birmingham, Birmingham, Ala (E.N.S.); Department of Radiology, University of Texas MD Anderson Cancer Center, Houston, Tex (V.R.S.); Department of Diagnostic, Molecular and Interventional Radiology, BioMedical Engineering and Imaging Institute, Icahn School of Medicine at Mount Sinai, New York, NY (B.T.); and Department of Radiology, Mayo Clinic, Rochester, Minn (C.L.W., S.K.V.)
| | - James T Lee
- From the Department of Radiology, Thomas Jefferson University, 132 S 10th St, Philadelphia, PA 19107 (F.F.G.); Department of Radiology, Northeastern Ohio Medical University, Rootstown, Ohio (R.G.B.); Department of Radiology and Advanced Imaging Research Center, University of Texas Southwestern Medical Center, Dallas, Tex (T.Y.); Department of Clinical, Surgical, Diagnostic and Pediatric Sciences, University of Pavia, Pavia, Italy (G.F.); Department of Radiology, University of Kentucky, Lexington, Ky (J.T.L.); Department of Radiology, Cincinnati Children's Hospital Medical Center, University of Cincinnati College of Medicine, Cincinnati, Ohio (J.R.D.); Department of Radiology, Northwestern University Feinberg School of Medicine, Chicago, Ill (J.M.H., F.H.M.); Joint Department of Medical Imaging, University Health Network, University of Toronto, Toronto, Ontario, Canada (K.S.J.); Department of Radiology, ChristianaCare, Newark, Del (R.Y.M.); Department of Radiology, Massachusetts General Hospital, Harvard Medical School, Boston, Mass (A.M.); Department of Radiology and Biomedical Imaging, University of California, San Francisco, San Francisco, Calif (M.A.O., B.M.Y.); Departments of Radiology and Medical Physics (A.P.) and Departments of Radiology, Medical Physics, Biomedical Engineering, Medicine, and Emergency Medicine (S.B.R.), University of Wisconsin, Madison, Wis; Department of Radiology, NYU Langone Health, New York, NY (K.S.); Department of Radiology, Mayo Clinic, Phoenix, Ariz (A.C.S.); Department of Radiology, University of Alabama at Birmingham, Birmingham, Ala (E.N.S.); Department of Radiology, University of Texas MD Anderson Cancer Center, Houston, Tex (V.R.S.); Department of Diagnostic, Molecular and Interventional Radiology, BioMedical Engineering and Imaging Institute, Icahn School of Medicine at Mount Sinai, New York, NY (B.T.); and Department of Radiology, Mayo Clinic, Rochester, Minn (C.L.W., S.K.V.)
| | - Jonathan R Dillman
- From the Department of Radiology, Thomas Jefferson University, 132 S 10th St, Philadelphia, PA 19107 (F.F.G.); Department of Radiology, Northeastern Ohio Medical University, Rootstown, Ohio (R.G.B.); Department of Radiology and Advanced Imaging Research Center, University of Texas Southwestern Medical Center, Dallas, Tex (T.Y.); Department of Clinical, Surgical, Diagnostic and Pediatric Sciences, University of Pavia, Pavia, Italy (G.F.); Department of Radiology, University of Kentucky, Lexington, Ky (J.T.L.); Department of Radiology, Cincinnati Children's Hospital Medical Center, University of Cincinnati College of Medicine, Cincinnati, Ohio (J.R.D.); Department of Radiology, Northwestern University Feinberg School of Medicine, Chicago, Ill (J.M.H., F.H.M.); Joint Department of Medical Imaging, University Health Network, University of Toronto, Toronto, Ontario, Canada (K.S.J.); Department of Radiology, ChristianaCare, Newark, Del (R.Y.M.); Department of Radiology, Massachusetts General Hospital, Harvard Medical School, Boston, Mass (A.M.); Department of Radiology and Biomedical Imaging, University of California, San Francisco, San Francisco, Calif (M.A.O., B.M.Y.); Departments of Radiology and Medical Physics (A.P.) and Departments of Radiology, Medical Physics, Biomedical Engineering, Medicine, and Emergency Medicine (S.B.R.), University of Wisconsin, Madison, Wis; Department of Radiology, NYU Langone Health, New York, NY (K.S.); Department of Radiology, Mayo Clinic, Phoenix, Ariz (A.C.S.); Department of Radiology, University of Alabama at Birmingham, Birmingham, Ala (E.N.S.); Department of Radiology, University of Texas MD Anderson Cancer Center, Houston, Tex (V.R.S.); Department of Diagnostic, Molecular and Interventional Radiology, BioMedical Engineering and Imaging Institute, Icahn School of Medicine at Mount Sinai, New York, NY (B.T.); and Department of Radiology, Mayo Clinic, Rochester, Minn (C.L.W., S.K.V.)
| | - Jeanne M Horowitz
- From the Department of Radiology, Thomas Jefferson University, 132 S 10th St, Philadelphia, PA 19107 (F.F.G.); Department of Radiology, Northeastern Ohio Medical University, Rootstown, Ohio (R.G.B.); Department of Radiology and Advanced Imaging Research Center, University of Texas Southwestern Medical Center, Dallas, Tex (T.Y.); Department of Clinical, Surgical, Diagnostic and Pediatric Sciences, University of Pavia, Pavia, Italy (G.F.); Department of Radiology, University of Kentucky, Lexington, Ky (J.T.L.); Department of Radiology, Cincinnati Children's Hospital Medical Center, University of Cincinnati College of Medicine, Cincinnati, Ohio (J.R.D.); Department of Radiology, Northwestern University Feinberg School of Medicine, Chicago, Ill (J.M.H., F.H.M.); Joint Department of Medical Imaging, University Health Network, University of Toronto, Toronto, Ontario, Canada (K.S.J.); Department of Radiology, ChristianaCare, Newark, Del (R.Y.M.); Department of Radiology, Massachusetts General Hospital, Harvard Medical School, Boston, Mass (A.M.); Department of Radiology and Biomedical Imaging, University of California, San Francisco, San Francisco, Calif (M.A.O., B.M.Y.); Departments of Radiology and Medical Physics (A.P.) and Departments of Radiology, Medical Physics, Biomedical Engineering, Medicine, and Emergency Medicine (S.B.R.), University of Wisconsin, Madison, Wis; Department of Radiology, NYU Langone Health, New York, NY (K.S.); Department of Radiology, Mayo Clinic, Phoenix, Ariz (A.C.S.); Department of Radiology, University of Alabama at Birmingham, Birmingham, Ala (E.N.S.); Department of Radiology, University of Texas MD Anderson Cancer Center, Houston, Tex (V.R.S.); Department of Diagnostic, Molecular and Interventional Radiology, BioMedical Engineering and Imaging Institute, Icahn School of Medicine at Mount Sinai, New York, NY (B.T.); and Department of Radiology, Mayo Clinic, Rochester, Minn (C.L.W., S.K.V.)
| | - Kartik S Jhaveri
- From the Department of Radiology, Thomas Jefferson University, 132 S 10th St, Philadelphia, PA 19107 (F.F.G.); Department of Radiology, Northeastern Ohio Medical University, Rootstown, Ohio (R.G.B.); Department of Radiology and Advanced Imaging Research Center, University of Texas Southwestern Medical Center, Dallas, Tex (T.Y.); Department of Clinical, Surgical, Diagnostic and Pediatric Sciences, University of Pavia, Pavia, Italy (G.F.); Department of Radiology, University of Kentucky, Lexington, Ky (J.T.L.); Department of Radiology, Cincinnati Children's Hospital Medical Center, University of Cincinnati College of Medicine, Cincinnati, Ohio (J.R.D.); Department of Radiology, Northwestern University Feinberg School of Medicine, Chicago, Ill (J.M.H., F.H.M.); Joint Department of Medical Imaging, University Health Network, University of Toronto, Toronto, Ontario, Canada (K.S.J.); Department of Radiology, ChristianaCare, Newark, Del (R.Y.M.); Department of Radiology, Massachusetts General Hospital, Harvard Medical School, Boston, Mass (A.M.); Department of Radiology and Biomedical Imaging, University of California, San Francisco, San Francisco, Calif (M.A.O., B.M.Y.); Departments of Radiology and Medical Physics (A.P.) and Departments of Radiology, Medical Physics, Biomedical Engineering, Medicine, and Emergency Medicine (S.B.R.), University of Wisconsin, Madison, Wis; Department of Radiology, NYU Langone Health, New York, NY (K.S.); Department of Radiology, Mayo Clinic, Phoenix, Ariz (A.C.S.); Department of Radiology, University of Alabama at Birmingham, Birmingham, Ala (E.N.S.); Department of Radiology, University of Texas MD Anderson Cancer Center, Houston, Tex (V.R.S.); Department of Diagnostic, Molecular and Interventional Radiology, BioMedical Engineering and Imaging Institute, Icahn School of Medicine at Mount Sinai, New York, NY (B.T.); and Department of Radiology, Mayo Clinic, Rochester, Minn (C.L.W., S.K.V.)
| | - Frank H Miller
- From the Department of Radiology, Thomas Jefferson University, 132 S 10th St, Philadelphia, PA 19107 (F.F.G.); Department of Radiology, Northeastern Ohio Medical University, Rootstown, Ohio (R.G.B.); Department of Radiology and Advanced Imaging Research Center, University of Texas Southwestern Medical Center, Dallas, Tex (T.Y.); Department of Clinical, Surgical, Diagnostic and Pediatric Sciences, University of Pavia, Pavia, Italy (G.F.); Department of Radiology, University of Kentucky, Lexington, Ky (J.T.L.); Department of Radiology, Cincinnati Children's Hospital Medical Center, University of Cincinnati College of Medicine, Cincinnati, Ohio (J.R.D.); Department of Radiology, Northwestern University Feinberg School of Medicine, Chicago, Ill (J.M.H., F.H.M.); Joint Department of Medical Imaging, University Health Network, University of Toronto, Toronto, Ontario, Canada (K.S.J.); Department of Radiology, ChristianaCare, Newark, Del (R.Y.M.); Department of Radiology, Massachusetts General Hospital, Harvard Medical School, Boston, Mass (A.M.); Department of Radiology and Biomedical Imaging, University of California, San Francisco, San Francisco, Calif (M.A.O., B.M.Y.); Departments of Radiology and Medical Physics (A.P.) and Departments of Radiology, Medical Physics, Biomedical Engineering, Medicine, and Emergency Medicine (S.B.R.), University of Wisconsin, Madison, Wis; Department of Radiology, NYU Langone Health, New York, NY (K.S.); Department of Radiology, Mayo Clinic, Phoenix, Ariz (A.C.S.); Department of Radiology, University of Alabama at Birmingham, Birmingham, Ala (E.N.S.); Department of Radiology, University of Texas MD Anderson Cancer Center, Houston, Tex (V.R.S.); Department of Diagnostic, Molecular and Interventional Radiology, BioMedical Engineering and Imaging Institute, Icahn School of Medicine at Mount Sinai, New York, NY (B.T.); and Department of Radiology, Mayo Clinic, Rochester, Minn (C.L.W., S.K.V.)
| | - Roshan Y Modi
- From the Department of Radiology, Thomas Jefferson University, 132 S 10th St, Philadelphia, PA 19107 (F.F.G.); Department of Radiology, Northeastern Ohio Medical University, Rootstown, Ohio (R.G.B.); Department of Radiology and Advanced Imaging Research Center, University of Texas Southwestern Medical Center, Dallas, Tex (T.Y.); Department of Clinical, Surgical, Diagnostic and Pediatric Sciences, University of Pavia, Pavia, Italy (G.F.); Department of Radiology, University of Kentucky, Lexington, Ky (J.T.L.); Department of Radiology, Cincinnati Children's Hospital Medical Center, University of Cincinnati College of Medicine, Cincinnati, Ohio (J.R.D.); Department of Radiology, Northwestern University Feinberg School of Medicine, Chicago, Ill (J.M.H., F.H.M.); Joint Department of Medical Imaging, University Health Network, University of Toronto, Toronto, Ontario, Canada (K.S.J.); Department of Radiology, ChristianaCare, Newark, Del (R.Y.M.); Department of Radiology, Massachusetts General Hospital, Harvard Medical School, Boston, Mass (A.M.); Department of Radiology and Biomedical Imaging, University of California, San Francisco, San Francisco, Calif (M.A.O., B.M.Y.); Departments of Radiology and Medical Physics (A.P.) and Departments of Radiology, Medical Physics, Biomedical Engineering, Medicine, and Emergency Medicine (S.B.R.), University of Wisconsin, Madison, Wis; Department of Radiology, NYU Langone Health, New York, NY (K.S.); Department of Radiology, Mayo Clinic, Phoenix, Ariz (A.C.S.); Department of Radiology, University of Alabama at Birmingham, Birmingham, Ala (E.N.S.); Department of Radiology, University of Texas MD Anderson Cancer Center, Houston, Tex (V.R.S.); Department of Diagnostic, Molecular and Interventional Radiology, BioMedical Engineering and Imaging Institute, Icahn School of Medicine at Mount Sinai, New York, NY (B.T.); and Department of Radiology, Mayo Clinic, Rochester, Minn (C.L.W., S.K.V.)
| | - Amirkasra Mojtahed
- From the Department of Radiology, Thomas Jefferson University, 132 S 10th St, Philadelphia, PA 19107 (F.F.G.); Department of Radiology, Northeastern Ohio Medical University, Rootstown, Ohio (R.G.B.); Department of Radiology and Advanced Imaging Research Center, University of Texas Southwestern Medical Center, Dallas, Tex (T.Y.); Department of Clinical, Surgical, Diagnostic and Pediatric Sciences, University of Pavia, Pavia, Italy (G.F.); Department of Radiology, University of Kentucky, Lexington, Ky (J.T.L.); Department of Radiology, Cincinnati Children's Hospital Medical Center, University of Cincinnati College of Medicine, Cincinnati, Ohio (J.R.D.); Department of Radiology, Northwestern University Feinberg School of Medicine, Chicago, Ill (J.M.H., F.H.M.); Joint Department of Medical Imaging, University Health Network, University of Toronto, Toronto, Ontario, Canada (K.S.J.); Department of Radiology, ChristianaCare, Newark, Del (R.Y.M.); Department of Radiology, Massachusetts General Hospital, Harvard Medical School, Boston, Mass (A.M.); Department of Radiology and Biomedical Imaging, University of California, San Francisco, San Francisco, Calif (M.A.O., B.M.Y.); Departments of Radiology and Medical Physics (A.P.) and Departments of Radiology, Medical Physics, Biomedical Engineering, Medicine, and Emergency Medicine (S.B.R.), University of Wisconsin, Madison, Wis; Department of Radiology, NYU Langone Health, New York, NY (K.S.); Department of Radiology, Mayo Clinic, Phoenix, Ariz (A.C.S.); Department of Radiology, University of Alabama at Birmingham, Birmingham, Ala (E.N.S.); Department of Radiology, University of Texas MD Anderson Cancer Center, Houston, Tex (V.R.S.); Department of Diagnostic, Molecular and Interventional Radiology, BioMedical Engineering and Imaging Institute, Icahn School of Medicine at Mount Sinai, New York, NY (B.T.); and Department of Radiology, Mayo Clinic, Rochester, Minn (C.L.W., S.K.V.)
| | - Michael A Ohliger
- From the Department of Radiology, Thomas Jefferson University, 132 S 10th St, Philadelphia, PA 19107 (F.F.G.); Department of Radiology, Northeastern Ohio Medical University, Rootstown, Ohio (R.G.B.); Department of Radiology and Advanced Imaging Research Center, University of Texas Southwestern Medical Center, Dallas, Tex (T.Y.); Department of Clinical, Surgical, Diagnostic and Pediatric Sciences, University of Pavia, Pavia, Italy (G.F.); Department of Radiology, University of Kentucky, Lexington, Ky (J.T.L.); Department of Radiology, Cincinnati Children's Hospital Medical Center, University of Cincinnati College of Medicine, Cincinnati, Ohio (J.R.D.); Department of Radiology, Northwestern University Feinberg School of Medicine, Chicago, Ill (J.M.H., F.H.M.); Joint Department of Medical Imaging, University Health Network, University of Toronto, Toronto, Ontario, Canada (K.S.J.); Department of Radiology, ChristianaCare, Newark, Del (R.Y.M.); Department of Radiology, Massachusetts General Hospital, Harvard Medical School, Boston, Mass (A.M.); Department of Radiology and Biomedical Imaging, University of California, San Francisco, San Francisco, Calif (M.A.O., B.M.Y.); Departments of Radiology and Medical Physics (A.P.) and Departments of Radiology, Medical Physics, Biomedical Engineering, Medicine, and Emergency Medicine (S.B.R.), University of Wisconsin, Madison, Wis; Department of Radiology, NYU Langone Health, New York, NY (K.S.); Department of Radiology, Mayo Clinic, Phoenix, Ariz (A.C.S.); Department of Radiology, University of Alabama at Birmingham, Birmingham, Ala (E.N.S.); Department of Radiology, University of Texas MD Anderson Cancer Center, Houston, Tex (V.R.S.); Department of Diagnostic, Molecular and Interventional Radiology, BioMedical Engineering and Imaging Institute, Icahn School of Medicine at Mount Sinai, New York, NY (B.T.); and Department of Radiology, Mayo Clinic, Rochester, Minn (C.L.W., S.K.V.)
| | - Ali Pirasteh
- From the Department of Radiology, Thomas Jefferson University, 132 S 10th St, Philadelphia, PA 19107 (F.F.G.); Department of Radiology, Northeastern Ohio Medical University, Rootstown, Ohio (R.G.B.); Department of Radiology and Advanced Imaging Research Center, University of Texas Southwestern Medical Center, Dallas, Tex (T.Y.); Department of Clinical, Surgical, Diagnostic and Pediatric Sciences, University of Pavia, Pavia, Italy (G.F.); Department of Radiology, University of Kentucky, Lexington, Ky (J.T.L.); Department of Radiology, Cincinnati Children's Hospital Medical Center, University of Cincinnati College of Medicine, Cincinnati, Ohio (J.R.D.); Department of Radiology, Northwestern University Feinberg School of Medicine, Chicago, Ill (J.M.H., F.H.M.); Joint Department of Medical Imaging, University Health Network, University of Toronto, Toronto, Ontario, Canada (K.S.J.); Department of Radiology, ChristianaCare, Newark, Del (R.Y.M.); Department of Radiology, Massachusetts General Hospital, Harvard Medical School, Boston, Mass (A.M.); Department of Radiology and Biomedical Imaging, University of California, San Francisco, San Francisco, Calif (M.A.O., B.M.Y.); Departments of Radiology and Medical Physics (A.P.) and Departments of Radiology, Medical Physics, Biomedical Engineering, Medicine, and Emergency Medicine (S.B.R.), University of Wisconsin, Madison, Wis; Department of Radiology, NYU Langone Health, New York, NY (K.S.); Department of Radiology, Mayo Clinic, Phoenix, Ariz (A.C.S.); Department of Radiology, University of Alabama at Birmingham, Birmingham, Ala (E.N.S.); Department of Radiology, University of Texas MD Anderson Cancer Center, Houston, Tex (V.R.S.); Department of Diagnostic, Molecular and Interventional Radiology, BioMedical Engineering and Imaging Institute, Icahn School of Medicine at Mount Sinai, New York, NY (B.T.); and Department of Radiology, Mayo Clinic, Rochester, Minn (C.L.W., S.K.V.)
| | - Scott B Reeder
- From the Department of Radiology, Thomas Jefferson University, 132 S 10th St, Philadelphia, PA 19107 (F.F.G.); Department of Radiology, Northeastern Ohio Medical University, Rootstown, Ohio (R.G.B.); Department of Radiology and Advanced Imaging Research Center, University of Texas Southwestern Medical Center, Dallas, Tex (T.Y.); Department of Clinical, Surgical, Diagnostic and Pediatric Sciences, University of Pavia, Pavia, Italy (G.F.); Department of Radiology, University of Kentucky, Lexington, Ky (J.T.L.); Department of Radiology, Cincinnati Children's Hospital Medical Center, University of Cincinnati College of Medicine, Cincinnati, Ohio (J.R.D.); Department of Radiology, Northwestern University Feinberg School of Medicine, Chicago, Ill (J.M.H., F.H.M.); Joint Department of Medical Imaging, University Health Network, University of Toronto, Toronto, Ontario, Canada (K.S.J.); Department of Radiology, ChristianaCare, Newark, Del (R.Y.M.); Department of Radiology, Massachusetts General Hospital, Harvard Medical School, Boston, Mass (A.M.); Department of Radiology and Biomedical Imaging, University of California, San Francisco, San Francisco, Calif (M.A.O., B.M.Y.); Departments of Radiology and Medical Physics (A.P.) and Departments of Radiology, Medical Physics, Biomedical Engineering, Medicine, and Emergency Medicine (S.B.R.), University of Wisconsin, Madison, Wis; Department of Radiology, NYU Langone Health, New York, NY (K.S.); Department of Radiology, Mayo Clinic, Phoenix, Ariz (A.C.S.); Department of Radiology, University of Alabama at Birmingham, Birmingham, Ala (E.N.S.); Department of Radiology, University of Texas MD Anderson Cancer Center, Houston, Tex (V.R.S.); Department of Diagnostic, Molecular and Interventional Radiology, BioMedical Engineering and Imaging Institute, Icahn School of Medicine at Mount Sinai, New York, NY (B.T.); and Department of Radiology, Mayo Clinic, Rochester, Minn (C.L.W., S.K.V.)
| | - Krishna Shanbhogue
- From the Department of Radiology, Thomas Jefferson University, 132 S 10th St, Philadelphia, PA 19107 (F.F.G.); Department of Radiology, Northeastern Ohio Medical University, Rootstown, Ohio (R.G.B.); Department of Radiology and Advanced Imaging Research Center, University of Texas Southwestern Medical Center, Dallas, Tex (T.Y.); Department of Clinical, Surgical, Diagnostic and Pediatric Sciences, University of Pavia, Pavia, Italy (G.F.); Department of Radiology, University of Kentucky, Lexington, Ky (J.T.L.); Department of Radiology, Cincinnati Children's Hospital Medical Center, University of Cincinnati College of Medicine, Cincinnati, Ohio (J.R.D.); Department of Radiology, Northwestern University Feinberg School of Medicine, Chicago, Ill (J.M.H., F.H.M.); Joint Department of Medical Imaging, University Health Network, University of Toronto, Toronto, Ontario, Canada (K.S.J.); Department of Radiology, ChristianaCare, Newark, Del (R.Y.M.); Department of Radiology, Massachusetts General Hospital, Harvard Medical School, Boston, Mass (A.M.); Department of Radiology and Biomedical Imaging, University of California, San Francisco, San Francisco, Calif (M.A.O., B.M.Y.); Departments of Radiology and Medical Physics (A.P.) and Departments of Radiology, Medical Physics, Biomedical Engineering, Medicine, and Emergency Medicine (S.B.R.), University of Wisconsin, Madison, Wis; Department of Radiology, NYU Langone Health, New York, NY (K.S.); Department of Radiology, Mayo Clinic, Phoenix, Ariz (A.C.S.); Department of Radiology, University of Alabama at Birmingham, Birmingham, Ala (E.N.S.); Department of Radiology, University of Texas MD Anderson Cancer Center, Houston, Tex (V.R.S.); Department of Diagnostic, Molecular and Interventional Radiology, BioMedical Engineering and Imaging Institute, Icahn School of Medicine at Mount Sinai, New York, NY (B.T.); and Department of Radiology, Mayo Clinic, Rochester, Minn (C.L.W., S.K.V.)
| | - Alvin C Silva
- From the Department of Radiology, Thomas Jefferson University, 132 S 10th St, Philadelphia, PA 19107 (F.F.G.); Department of Radiology, Northeastern Ohio Medical University, Rootstown, Ohio (R.G.B.); Department of Radiology and Advanced Imaging Research Center, University of Texas Southwestern Medical Center, Dallas, Tex (T.Y.); Department of Clinical, Surgical, Diagnostic and Pediatric Sciences, University of Pavia, Pavia, Italy (G.F.); Department of Radiology, University of Kentucky, Lexington, Ky (J.T.L.); Department of Radiology, Cincinnati Children's Hospital Medical Center, University of Cincinnati College of Medicine, Cincinnati, Ohio (J.R.D.); Department of Radiology, Northwestern University Feinberg School of Medicine, Chicago, Ill (J.M.H., F.H.M.); Joint Department of Medical Imaging, University Health Network, University of Toronto, Toronto, Ontario, Canada (K.S.J.); Department of Radiology, ChristianaCare, Newark, Del (R.Y.M.); Department of Radiology, Massachusetts General Hospital, Harvard Medical School, Boston, Mass (A.M.); Department of Radiology and Biomedical Imaging, University of California, San Francisco, San Francisco, Calif (M.A.O., B.M.Y.); Departments of Radiology and Medical Physics (A.P.) and Departments of Radiology, Medical Physics, Biomedical Engineering, Medicine, and Emergency Medicine (S.B.R.), University of Wisconsin, Madison, Wis; Department of Radiology, NYU Langone Health, New York, NY (K.S.); Department of Radiology, Mayo Clinic, Phoenix, Ariz (A.C.S.); Department of Radiology, University of Alabama at Birmingham, Birmingham, Ala (E.N.S.); Department of Radiology, University of Texas MD Anderson Cancer Center, Houston, Tex (V.R.S.); Department of Diagnostic, Molecular and Interventional Radiology, BioMedical Engineering and Imaging Institute, Icahn School of Medicine at Mount Sinai, New York, NY (B.T.); and Department of Radiology, Mayo Clinic, Rochester, Minn (C.L.W., S.K.V.)
| | - Elainea N Smith
- From the Department of Radiology, Thomas Jefferson University, 132 S 10th St, Philadelphia, PA 19107 (F.F.G.); Department of Radiology, Northeastern Ohio Medical University, Rootstown, Ohio (R.G.B.); Department of Radiology and Advanced Imaging Research Center, University of Texas Southwestern Medical Center, Dallas, Tex (T.Y.); Department of Clinical, Surgical, Diagnostic and Pediatric Sciences, University of Pavia, Pavia, Italy (G.F.); Department of Radiology, University of Kentucky, Lexington, Ky (J.T.L.); Department of Radiology, Cincinnati Children's Hospital Medical Center, University of Cincinnati College of Medicine, Cincinnati, Ohio (J.R.D.); Department of Radiology, Northwestern University Feinberg School of Medicine, Chicago, Ill (J.M.H., F.H.M.); Joint Department of Medical Imaging, University Health Network, University of Toronto, Toronto, Ontario, Canada (K.S.J.); Department of Radiology, ChristianaCare, Newark, Del (R.Y.M.); Department of Radiology, Massachusetts General Hospital, Harvard Medical School, Boston, Mass (A.M.); Department of Radiology and Biomedical Imaging, University of California, San Francisco, San Francisco, Calif (M.A.O., B.M.Y.); Departments of Radiology and Medical Physics (A.P.) and Departments of Radiology, Medical Physics, Biomedical Engineering, Medicine, and Emergency Medicine (S.B.R.), University of Wisconsin, Madison, Wis; Department of Radiology, NYU Langone Health, New York, NY (K.S.); Department of Radiology, Mayo Clinic, Phoenix, Ariz (A.C.S.); Department of Radiology, University of Alabama at Birmingham, Birmingham, Ala (E.N.S.); Department of Radiology, University of Texas MD Anderson Cancer Center, Houston, Tex (V.R.S.); Department of Diagnostic, Molecular and Interventional Radiology, BioMedical Engineering and Imaging Institute, Icahn School of Medicine at Mount Sinai, New York, NY (B.T.); and Department of Radiology, Mayo Clinic, Rochester, Minn (C.L.W., S.K.V.)
| | - Venkateswar R Surabhi
- From the Department of Radiology, Thomas Jefferson University, 132 S 10th St, Philadelphia, PA 19107 (F.F.G.); Department of Radiology, Northeastern Ohio Medical University, Rootstown, Ohio (R.G.B.); Department of Radiology and Advanced Imaging Research Center, University of Texas Southwestern Medical Center, Dallas, Tex (T.Y.); Department of Clinical, Surgical, Diagnostic and Pediatric Sciences, University of Pavia, Pavia, Italy (G.F.); Department of Radiology, University of Kentucky, Lexington, Ky (J.T.L.); Department of Radiology, Cincinnati Children's Hospital Medical Center, University of Cincinnati College of Medicine, Cincinnati, Ohio (J.R.D.); Department of Radiology, Northwestern University Feinberg School of Medicine, Chicago, Ill (J.M.H., F.H.M.); Joint Department of Medical Imaging, University Health Network, University of Toronto, Toronto, Ontario, Canada (K.S.J.); Department of Radiology, ChristianaCare, Newark, Del (R.Y.M.); Department of Radiology, Massachusetts General Hospital, Harvard Medical School, Boston, Mass (A.M.); Department of Radiology and Biomedical Imaging, University of California, San Francisco, San Francisco, Calif (M.A.O., B.M.Y.); Departments of Radiology and Medical Physics (A.P.) and Departments of Radiology, Medical Physics, Biomedical Engineering, Medicine, and Emergency Medicine (S.B.R.), University of Wisconsin, Madison, Wis; Department of Radiology, NYU Langone Health, New York, NY (K.S.); Department of Radiology, Mayo Clinic, Phoenix, Ariz (A.C.S.); Department of Radiology, University of Alabama at Birmingham, Birmingham, Ala (E.N.S.); Department of Radiology, University of Texas MD Anderson Cancer Center, Houston, Tex (V.R.S.); Department of Diagnostic, Molecular and Interventional Radiology, BioMedical Engineering and Imaging Institute, Icahn School of Medicine at Mount Sinai, New York, NY (B.T.); and Department of Radiology, Mayo Clinic, Rochester, Minn (C.L.W., S.K.V.)
| | - Bachir Taouli
- From the Department of Radiology, Thomas Jefferson University, 132 S 10th St, Philadelphia, PA 19107 (F.F.G.); Department of Radiology, Northeastern Ohio Medical University, Rootstown, Ohio (R.G.B.); Department of Radiology and Advanced Imaging Research Center, University of Texas Southwestern Medical Center, Dallas, Tex (T.Y.); Department of Clinical, Surgical, Diagnostic and Pediatric Sciences, University of Pavia, Pavia, Italy (G.F.); Department of Radiology, University of Kentucky, Lexington, Ky (J.T.L.); Department of Radiology, Cincinnati Children's Hospital Medical Center, University of Cincinnati College of Medicine, Cincinnati, Ohio (J.R.D.); Department of Radiology, Northwestern University Feinberg School of Medicine, Chicago, Ill (J.M.H., F.H.M.); Joint Department of Medical Imaging, University Health Network, University of Toronto, Toronto, Ontario, Canada (K.S.J.); Department of Radiology, ChristianaCare, Newark, Del (R.Y.M.); Department of Radiology, Massachusetts General Hospital, Harvard Medical School, Boston, Mass (A.M.); Department of Radiology and Biomedical Imaging, University of California, San Francisco, San Francisco, Calif (M.A.O., B.M.Y.); Departments of Radiology and Medical Physics (A.P.) and Departments of Radiology, Medical Physics, Biomedical Engineering, Medicine, and Emergency Medicine (S.B.R.), University of Wisconsin, Madison, Wis; Department of Radiology, NYU Langone Health, New York, NY (K.S.); Department of Radiology, Mayo Clinic, Phoenix, Ariz (A.C.S.); Department of Radiology, University of Alabama at Birmingham, Birmingham, Ala (E.N.S.); Department of Radiology, University of Texas MD Anderson Cancer Center, Houston, Tex (V.R.S.); Department of Diagnostic, Molecular and Interventional Radiology, BioMedical Engineering and Imaging Institute, Icahn School of Medicine at Mount Sinai, New York, NY (B.T.); and Department of Radiology, Mayo Clinic, Rochester, Minn (C.L.W., S.K.V.)
| | - Christopher L Welle
- From the Department of Radiology, Thomas Jefferson University, 132 S 10th St, Philadelphia, PA 19107 (F.F.G.); Department of Radiology, Northeastern Ohio Medical University, Rootstown, Ohio (R.G.B.); Department of Radiology and Advanced Imaging Research Center, University of Texas Southwestern Medical Center, Dallas, Tex (T.Y.); Department of Clinical, Surgical, Diagnostic and Pediatric Sciences, University of Pavia, Pavia, Italy (G.F.); Department of Radiology, University of Kentucky, Lexington, Ky (J.T.L.); Department of Radiology, Cincinnati Children's Hospital Medical Center, University of Cincinnati College of Medicine, Cincinnati, Ohio (J.R.D.); Department of Radiology, Northwestern University Feinberg School of Medicine, Chicago, Ill (J.M.H., F.H.M.); Joint Department of Medical Imaging, University Health Network, University of Toronto, Toronto, Ontario, Canada (K.S.J.); Department of Radiology, ChristianaCare, Newark, Del (R.Y.M.); Department of Radiology, Massachusetts General Hospital, Harvard Medical School, Boston, Mass (A.M.); Department of Radiology and Biomedical Imaging, University of California, San Francisco, San Francisco, Calif (M.A.O., B.M.Y.); Departments of Radiology and Medical Physics (A.P.) and Departments of Radiology, Medical Physics, Biomedical Engineering, Medicine, and Emergency Medicine (S.B.R.), University of Wisconsin, Madison, Wis; Department of Radiology, NYU Langone Health, New York, NY (K.S.); Department of Radiology, Mayo Clinic, Phoenix, Ariz (A.C.S.); Department of Radiology, University of Alabama at Birmingham, Birmingham, Ala (E.N.S.); Department of Radiology, University of Texas MD Anderson Cancer Center, Houston, Tex (V.R.S.); Department of Diagnostic, Molecular and Interventional Radiology, BioMedical Engineering and Imaging Institute, Icahn School of Medicine at Mount Sinai, New York, NY (B.T.); and Department of Radiology, Mayo Clinic, Rochester, Minn (C.L.W., S.K.V.)
| | - Benjamin M Yeh
- From the Department of Radiology, Thomas Jefferson University, 132 S 10th St, Philadelphia, PA 19107 (F.F.G.); Department of Radiology, Northeastern Ohio Medical University, Rootstown, Ohio (R.G.B.); Department of Radiology and Advanced Imaging Research Center, University of Texas Southwestern Medical Center, Dallas, Tex (T.Y.); Department of Clinical, Surgical, Diagnostic and Pediatric Sciences, University of Pavia, Pavia, Italy (G.F.); Department of Radiology, University of Kentucky, Lexington, Ky (J.T.L.); Department of Radiology, Cincinnati Children's Hospital Medical Center, University of Cincinnati College of Medicine, Cincinnati, Ohio (J.R.D.); Department of Radiology, Northwestern University Feinberg School of Medicine, Chicago, Ill (J.M.H., F.H.M.); Joint Department of Medical Imaging, University Health Network, University of Toronto, Toronto, Ontario, Canada (K.S.J.); Department of Radiology, ChristianaCare, Newark, Del (R.Y.M.); Department of Radiology, Massachusetts General Hospital, Harvard Medical School, Boston, Mass (A.M.); Department of Radiology and Biomedical Imaging, University of California, San Francisco, San Francisco, Calif (M.A.O., B.M.Y.); Departments of Radiology and Medical Physics (A.P.) and Departments of Radiology, Medical Physics, Biomedical Engineering, Medicine, and Emergency Medicine (S.B.R.), University of Wisconsin, Madison, Wis; Department of Radiology, NYU Langone Health, New York, NY (K.S.); Department of Radiology, Mayo Clinic, Phoenix, Ariz (A.C.S.); Department of Radiology, University of Alabama at Birmingham, Birmingham, Ala (E.N.S.); Department of Radiology, University of Texas MD Anderson Cancer Center, Houston, Tex (V.R.S.); Department of Diagnostic, Molecular and Interventional Radiology, BioMedical Engineering and Imaging Institute, Icahn School of Medicine at Mount Sinai, New York, NY (B.T.); and Department of Radiology, Mayo Clinic, Rochester, Minn (C.L.W., S.K.V.)
| | - Sudhakar K Venkatesh
- From the Department of Radiology, Thomas Jefferson University, 132 S 10th St, Philadelphia, PA 19107 (F.F.G.); Department of Radiology, Northeastern Ohio Medical University, Rootstown, Ohio (R.G.B.); Department of Radiology and Advanced Imaging Research Center, University of Texas Southwestern Medical Center, Dallas, Tex (T.Y.); Department of Clinical, Surgical, Diagnostic and Pediatric Sciences, University of Pavia, Pavia, Italy (G.F.); Department of Radiology, University of Kentucky, Lexington, Ky (J.T.L.); Department of Radiology, Cincinnati Children's Hospital Medical Center, University of Cincinnati College of Medicine, Cincinnati, Ohio (J.R.D.); Department of Radiology, Northwestern University Feinberg School of Medicine, Chicago, Ill (J.M.H., F.H.M.); Joint Department of Medical Imaging, University Health Network, University of Toronto, Toronto, Ontario, Canada (K.S.J.); Department of Radiology, ChristianaCare, Newark, Del (R.Y.M.); Department of Radiology, Massachusetts General Hospital, Harvard Medical School, Boston, Mass (A.M.); Department of Radiology and Biomedical Imaging, University of California, San Francisco, San Francisco, Calif (M.A.O., B.M.Y.); Departments of Radiology and Medical Physics (A.P.) and Departments of Radiology, Medical Physics, Biomedical Engineering, Medicine, and Emergency Medicine (S.B.R.), University of Wisconsin, Madison, Wis; Department of Radiology, NYU Langone Health, New York, NY (K.S.); Department of Radiology, Mayo Clinic, Phoenix, Ariz (A.C.S.); Department of Radiology, University of Alabama at Birmingham, Birmingham, Ala (E.N.S.); Department of Radiology, University of Texas MD Anderson Cancer Center, Houston, Tex (V.R.S.); Department of Diagnostic, Molecular and Interventional Radiology, BioMedical Engineering and Imaging Institute, Icahn School of Medicine at Mount Sinai, New York, NY (B.T.); and Department of Radiology, Mayo Clinic, Rochester, Minn (C.L.W., S.K.V.)
| |
Collapse
|
48
|
Zhao Y, Qiu C, Dong Y, Wang X, Chen J, Yao J, Jiang Y, Zhang C, Weng H, Liu Y, Wong YN, Huang P. Technical Acoustic Measurements Combined with Clinical Parameters for the Differential Diagnosis of Nonalcoholic Steatohepatitis. Diagnostics (Basel) 2023; 13:diagnostics13091547. [PMID: 37174939 PMCID: PMC10177914 DOI: 10.3390/diagnostics13091547] [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: 03/14/2023] [Revised: 04/19/2023] [Accepted: 04/23/2023] [Indexed: 05/15/2023] Open
Abstract
Background and aim: Diagnosing nonalcoholic steatohepatitis (NASH) is challenging. This study intended to explore the diagnostic value of multiple technical acoustic measurements in the diagnosis of NASH, and to establish a diagnostic model combining technical acoustic measurements with clinical parameters to improve the diagnostic efficacy of NASH. Methods: We consecutively enrolled 75 patients with clinically suspected nonalcoholic fatty liver disease (NAFLD) who underwent percutaneous liver biopsy in our hospital from June 2020 to December 2021. All cases underwent multiple advanced acoustic measurements for liver such as shear wave dispersion (SWD), shear wave speed (SWS), attenuation imaging (ATI), normalized local variance (NLV), and liver-kidney intensity ratio (Ratio) examination before liver biopsies. A nomogram prediction model combining the technical acoustic measurements and clinical parameters was established and the model is proposed to improve the diagnostic performance of NASH. Results: A total of 75 cases were included in this study. The classification of pathological grade for NASH was as follows: normal liver, (n = 15, 20%), nonalcoholic fatty liver (NAFL), (n = 44, 58.7%), and NASH, (n = 16, 21.3%). There were statistically significant differences in SWS (p = 0.002), acoustic coefficient (AC) (p = 0.018), NLV (p = 0.033), age (p = 0.013) and fasting blood glucose (Glu) (p = 0.049) between NASH and non-NASH. A nomogram model which includes SWS, AC, NLV, age and Glu was built to predict NASH, and the calibration curves showed good calibrations in both training and validation sets. The AUCs of the combined nomogram model for the training set and validation set were 0.8597 and 0.7794, respectively. Conclusion: There were statistically significant differences in SWS, AC, NLV, age and Glu between NASH and non-NASH. A nomogram model which includes SWS, AC, NLV, age and Glu was built to predict NASH. The predictive model has a higher diagnostic performance than a single factor model in the diagnosis of NASH and has good clinical application prospects.
Collapse
Affiliation(s)
- Yanan Zhao
- Department of Ultrasound Medicine, The Second Affiliated Hospital of Zhejiang University School of Medicine, Hangzhou 310009, China
| | - Chen Qiu
- Department of Ultrasound Medicine, The Second Affiliated Hospital of Zhejiang University School of Medicine, Hangzhou 310009, China
| | - Yiping Dong
- Department of Ultrasound Medicine, The Second Affiliated Hospital of Zhejiang University School of Medicine, Hangzhou 310009, China
| | - Xuchu Wang
- Department of Laboratory, The Second Affiliated Hospital of Zhejiang University School of Medicine, Hangzhou 310009, China
| | - Jifan Chen
- Department of Ultrasound Medicine, The Second Affiliated Hospital of Zhejiang University School of Medicine, Hangzhou 310009, China
| | - Jianting Yao
- Department of Ultrasound Medicine, The Second Affiliated Hospital of Zhejiang University School of Medicine, Hangzhou 310009, China
| | - Yifan Jiang
- Department of Ultrasound Medicine, The Second Affiliated Hospital of Zhejiang University School of Medicine, Hangzhou 310009, China
| | - Chao Zhang
- Department of Ultrasound Medicine, The Second Affiliated Hospital of Zhejiang University School of Medicine, Hangzhou 310009, China
| | - Huifang Weng
- Department of Ultrasound Medicine, The Second Affiliated Hospital of Zhejiang University School of Medicine, Hangzhou 310009, China
| | - Yajing Liu
- Department of Ultrasound Medicine, The Second Affiliated Hospital of Zhejiang University School of Medicine, Hangzhou 310009, China
| | | | - Pintong Huang
- Department of Ultrasound Medicine, The Second Affiliated Hospital of Zhejiang University School of Medicine, Hangzhou 310009, China
- Binjiang Institute of Zhejiang University, Hangzhou 310053, China
| |
Collapse
|
49
|
Wang K, Zhang S, Zhou W, Wen L, Zhang S, Yu D. Clinical Application of Shear Wave Elastography With Shear Wave Dispersion Imaging in the Preoperative Evaluation of Hepatic Parenchyma in Patients With Liver Tumors. JOURNAL OF ULTRASOUND IN MEDICINE : OFFICIAL JOURNAL OF THE AMERICAN INSTITUTE OF ULTRASOUND IN MEDICINE 2023; 42:797-807. [PMID: 35730210 DOI: 10.1002/jum.16029] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/27/2022] [Revised: 05/10/2022] [Accepted: 05/13/2022] [Indexed: 06/15/2023]
Abstract
OBJECTIVES This study aimed to compare the diagnostic accuracy of shear wave elastography (SWE) with that of shear wave dispersion (SWD) in evaluation of hepatic parenchyma in patients with liver tumors before resection. METHODS A total of 174 patients with liver tumors were prospectively enrolled. SWE and SWD examinations were performed. Fibrosis stage and necroinflammatory activity were determined histopathologically according to the Scheuer standard. We compared the diagnostic accuracy of SWE and SWD. RESULTS Both SWE and SWD values of the liver were highly correlated with liver fibrosis stage (P < .05, respectively). Both SWE and SWD values of the liver were moderately correlated with necroinflammatory activity (P < .05, respectively). Both SWE and SWD values of the liver were not correlated with steatosis (P > .05, respectively). Both SWE and SWD values were significantly different among the patients with different stages of liver fibrosis (P < .001, respectively). The area under the receiver operating characteristic (ROC) curve of SWE value was 0.982, 0.977, 0.969, and 0.984 for predicting S ≥ 1, S ≥ 2, S ≥ 3, and S = 4, respectively. The optimal cutoff SWE values were 6.9, 7.9, 8.7, and 10.6 kPa for S ≥ 1, S ≥ 2, S ≥ 3, and S = 4, respectively. The area under the ROC curve of SWD value was 0.967, 0.960, 0.925, and 0.954 for predicting S ≥ 1, S ≥ 2, S ≥ 3, and S = 4, respectively. The optimal cutoff SWD values were 11.2, 12.0, 13.2, and 16.0 m/s/kHz for S ≥ 1, S ≥ 2, S ≥ 3, and S = 4, respectively. CONCLUSIONS SWE and SWD could be noninvasive and accurate for predicting the stage of liver fibrosis in patients with liver tumors before surgery. SWE was more accurate than SWD in predicting severe fibrosis (S ≥ 3) and cirrhosis (S = 4).
Collapse
Affiliation(s)
- Kun Wang
- Department of Ultrasound, The Affiliated Hospital of Binzhou Medical University, Binzhou, China
| | - Shuchen Zhang
- Department of Ultrasound, Yancheng City, No. 1 People' s Hospital, Yancheng, China
| | - Wenyan Zhou
- Department of Ultrasound, Yancheng City, No. 1 People' s Hospital, Yancheng, China
| | - Li Wen
- Function, The Special Care Hospital of Hebei Province, Shijiazhuang, China
| | - Shanshan Zhang
- Department of Ultrasound, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, China
| | - Dong Yu
- Department of Ultrasound, North China Medical Treatment Health Group, Fengfeng General Hospital, Handan, China
| |
Collapse
|
50
|
Herrmann J, Petit P, Grabhorn E, Lenz A, Jürgens J, Franchi-Albella S. Liver cirrhosis in children - the role of imaging in the diagnostic pathway. Pediatr Radiol 2023; 53:714-726. [PMID: 36040526 PMCID: PMC10027649 DOI: 10.1007/s00247-022-05480-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/16/2022] [Revised: 06/23/2022] [Accepted: 07/31/2022] [Indexed: 10/14/2022]
Abstract
Liver cirrhosis in children is a rare disease with multifactorial causes that are distinct from those in adults. Underlying reasons include cholestatic, viral, autoimmune, hereditary, metabolic and cardiac disorders. Early detection of fibrosis is important as clinical stabilization or even reversal of fibrosis can be achieved in some disorders with adequate treatment. This article focuses on the longitudinal evaluation of children with chronic liver disease with noninvasive imaging tools, which play an important role in detecting cirrhosis, defining underlying causes, grading fibrosis and monitoring patients during follow-up. Ultrasound is the primary imaging modality and it is used in a multiparametric fashion. Magnetic resonance imaging and computed tomography are usually applied second line for refined tissue characterization, clarification of nodular lesions and full delineation of abdominal vessels, including portosystemic communications.
Collapse
Affiliation(s)
- Jochen Herrmann
- Section of Pediatric Radiology, Department of Diagnostic and Interventional Radiology and Nuclear Medicine, University Medical Center Hamburg-Eppendorf, Martinistrasse 52, 20251, Hamburg, Germany.
| | - Philippe Petit
- Aix Marseille Université, Hopital Timone-Enfants, Marseille, France
| | - Enke Grabhorn
- Department of Pediatric Gastroenterology and Hepatology, University Medical Center Hamburg, Hamburg, Germany
| | - Alexander Lenz
- Department of Diagnostic and Interventional Radiology and Nuclear Medicine, University Medical Center, Hamburg, Germany
| | - Julian Jürgens
- Section of Pediatric Radiology, Department of Diagnostic and Interventional Radiology and Nuclear Medicine, University Medical Center Hamburg-Eppendorf, Martinistrasse 52, 20251, Hamburg, Germany
| | - Stéphanie Franchi-Albella
- Department of Pediatric Radiology, Hôpital Bicêtre, National Reference Centre for Rare Pediatric Liver Diseases, Paris, France
| |
Collapse
|