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Ro E, Schooler GR, Morin CE, Khanna G, Towbin AJ. Update on the imaging evaluation of pediatric liver tumors from the ACR Pediatric LI-RADS Working Group. Abdom Radiol (NY) 2025; 50:1171-1179. [PMID: 39292279 DOI: 10.1007/s00261-024-04565-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/07/2024] [Revised: 08/29/2024] [Accepted: 08/30/2024] [Indexed: 09/19/2024]
Affiliation(s)
- Esther Ro
- Ann & Robert H. Lurie Children's Hospital of Chicago, Chicago, USA.
- Northwestern University Feinberg School of Medicine, Chicago, USA.
| | - Gary R Schooler
- Cincinnati Children's Hospital, Cincinnati, USA
- University of Cincinnati College of Medicine, Cincinnati, USA
| | - Cara E Morin
- Cincinnati Children's Hospital, Cincinnati, USA
- University of Cincinnati College of Medicine, Cincinnati, USA
| | - Geetika Khanna
- Emory University and Children's Healthcare of Atlanta, Atlanta, USA
| | - Alexander J Towbin
- Cincinnati Children's Hospital, Cincinnati, USA
- University of Cincinnati College of Medicine, Cincinnati, USA
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Quek J, Tan DJH, Chan KE, Lim WH, Ng CH, Ren YP, Koh TK, Teh R, Xiao J, Fu C, Syn N, Teng M, Muthiah M, Fowler KJ, Sirlin CB, Loomba R, Huang DQ. Quality Assessment of Ultrasound and Magnetic Resonance Imaging for Hepatocellular Carcinoma Surveillance: A Systematic Review and Meta-Analysis. Dig Dis 2023; 41:757-766. [PMID: 37231918 DOI: 10.1159/000531016] [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: 12/15/2022] [Accepted: 04/14/2023] [Indexed: 05/27/2023]
Abstract
INTRODUCTION To achieve early detection and curative treatment options, surveillance imaging for hepatocellular carcinoma (HCC) must remain of quality and without substantial limitations in liver visualization. However, the prevalence of limited liver visualization during HCC surveillance imaging has not been systematically assessed. Utilizing a systematic review and meta-analytic approach, we aimed to determine the prevalence of limited liver visualization during HCC surveillance imaging. METHODS MEDLINE and Embase electronic databases were searched to identify published data on liver visualization limitations of HCC surveillance imaging. An analysis of proportions was pooled using a generalized linear mixed model with Clopper-Pearson intervals. Risk factors were analysed using a generalized mixed model with a logit link and inverse variance weightage. RESULTS Of 683 records, 10 studies (7,131 patients) met inclusion criteria. Seven studies provided data on liver visualization limitations on ultrasound (US) surveillance exams: prevalence of limited liver visualization was 48.9% (95% CI: 23.5-74.9%) in the overall analysis and 59.2% (95% CI: 24.2-86.9%) in a sensitivity analysis for cirrhotic patients. Meta-regression determined that non-alcoholic fatty liver disease was associated with limited liver visualization on US. Four studies provided data for liver visualization limitations in abbreviated magnetic resonance imaging (aMRI), with inadequate visualization ranging from 5.8% to 19.0%. One study provided data for complete MRI and none for computed tomography. CONCLUSION A substantial proportion of US exams performed for HCC surveillance provide limited liver visualization, especially in cirrhosis, which may hinder detection of small observations. Alternative surveillance strategies including aMRI may be appropriate for patients with limited US visualization.
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Affiliation(s)
- Jingxuan Quek
- Yong Loo Lin School of Medicine, National University of Singapore, Singapore, Singapore
| | - Darren Jun Hao Tan
- Yong Loo Lin School of Medicine, National University of Singapore, Singapore, Singapore
| | - Kai En Chan
- Yong Loo Lin School of Medicine, National University of Singapore, Singapore, Singapore
| | - Wen Hui Lim
- Yong Loo Lin School of Medicine, National University of Singapore, Singapore, Singapore
| | - Cheng Han Ng
- Yong Loo Lin School of Medicine, National University of Singapore, Singapore, Singapore
| | - Yi Ping Ren
- Yong Loo Lin School of Medicine, National University of Singapore, Singapore, Singapore
| | - Teng Kiat Koh
- Yong Loo Lin School of Medicine, National University of Singapore, Singapore, Singapore
| | - Readon Teh
- Division of Gastroenterology and Hepatology, Department of Medicine, National University Health System, Singapore, Singapore
| | - Jieling Xiao
- Yong Loo Lin School of Medicine, National University of Singapore, Singapore, Singapore
| | - Clarissa Fu
- Yong Loo Lin School of Medicine, National University of Singapore, Singapore, Singapore
| | - Nicholas Syn
- Yong Loo Lin School of Medicine, National University of Singapore, Singapore, Singapore
| | - Margaret Teng
- Division of Gastroenterology and Hepatology, Department of Medicine, National University Health System, Singapore, Singapore
| | - Mark Muthiah
- Yong Loo Lin School of Medicine, National University of Singapore, Singapore, Singapore
- Division of Gastroenterology and Hepatology, Department of Medicine, National University Health System, Singapore, Singapore
| | - Kathryn J Fowler
- Liver Imaging Group, Department of Radiology, University of California San Diego, La Jolla, California, USA
| | - Claude B Sirlin
- Liver Imaging Group, Department of Radiology, University of California San Diego, La Jolla, California, USA
| | - Rohit Loomba
- Division of Gastroenterology, NAFLD Research Center, University of California at San Diego, La Jolla, California, USA
| | - Daniel Q Huang
- Yong Loo Lin School of Medicine, National University of Singapore, Singapore, Singapore
- Division of Gastroenterology and Hepatology, Department of Medicine, National University Health System, Singapore, Singapore
- Division of Gastroenterology, NAFLD Research Center, University of California at San Diego, La Jolla, California, USA
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Chavhan GB, Schooler GR, Tang ER, Squires JH, Rees MA, Nguyen HN, Morin CE, Kolbe AB, Khanna G, Infante JC, Alazraki AL, Towbin AJ. Optimizing Imaging of Pediatric Liver Lesions: Guidelines from the Pediatric LI-RADS Working Group. Radiographics 2022; 43:e220043. [DOI: 10.1148/rg.220043] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/11/2022]
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Portal hypertension may influence the registration of hypointensity of small hepatocellular carcinoma in the hepatobiliary phase in gadoxetic acid MR. Radiol Oncol 2022; 56:292-302. [PMID: 35776837 PMCID: PMC9400438 DOI: 10.2478/raon-2022-0024] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/04/2022] [Accepted: 04/24/2022] [Indexed: 11/20/2022] Open
Abstract
BACKGROUND The aim of the study was to analyze the association between the liver uptake of Gadolinium-ethoxybenzyl-diethylenetriamine penta-acetic acid (Gd-EOB-DTPA) in the hepatobiliary phase (HBP) in cirrhotic patients and the presence of clinically significant portal hypertension (CSPH), and how these features impact on hepatocellular carcinoma (HCC) detection in the HBP. PATIENTS AND METHODS Post-hoc analysis of a prospective cohort of 62 cirrhotic patients with newly US-detected nodule between 1-2 cm (study group). Twenty healthy subjects were used as control group. Qualitative and quantitative analysis of the liver contrast uptake in the HBP assessed by Relative Liver-Enhancement (RLE), Liver-Spleen (LSCR), Liver-Muscle (LMCR), and Liver-Kidney Contrast-Ratio (LKCR), Contrast Enhancement Index (CEI), and Hepatic Uptake (HUI), and biliary excretion, were registered. CSPH was confirmed invasively (HVPG > 10 mmHg) or by indirect parameters. The appearance of HCC at the HBP was analyzed. RESULTS Nineteen patients (30.6%) did not have CSPH. In 41 patients (66.1%) the final diagnosis was HCC. All indices were significantly higher in the control group, indicating a more intense HBP liver signal intensity compared to patients with cirrhosis, even if the comparison was restricted to patients with no CSPH. CSPH was associated to a lower rate of HCC hypointensity in the HBP (51.9% vs. 85.7% without CSPH, p = 0.004). CONCLUSIONS Liver uptake of Gd-EOB-DTPA at the HBP is decreased in cirrhosis even if the liver function is minimally impaired and it falls down significantly in patients with CSPH compromising the recognition of hypointense lesions. This fact may represent a limitation for the detection of small HCC in patients with cirrhosis and CSPH.
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Huang DQ, Fowler KJ, Liau J, Cunha GM, Louie AL, An JY, Bettencourt R, Jung J, Gitto Z, Hernandez C, Lopez SJ, Gupta H, Sirlin CB, Marks RM, Loomba R. Comparative efficacy of an optimal exam between ultrasound versus abbreviated MRI for HCC screening in NAFLD cirrhosis: A prospective study. Aliment Pharmacol Ther 2022; 55:820-827. [PMID: 35229334 PMCID: PMC9762322 DOI: 10.1111/apt.16844] [Citation(s) in RCA: 32] [Impact Index Per Article: 10.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/10/2022] [Revised: 02/05/2022] [Accepted: 02/11/2022] [Indexed: 12/13/2022]
Abstract
BACKGROUND Retrospective studies report that visualisation of the liver may be severely limited using ultrasound (US), potentially contributing to diminished sensitivity for detection of hepatocellular carcinoma (HCC) among patients with nonalcoholic fatty liver disease (NAFLD) and cirrhosis, but there are limited prospective data. AIMS To compare liver visualisation scores prospectively for US and abbreviated hepatobiliary phase (HBP) magnetic resonance imaging (AMRI) in a cohort of participants with NAFLD cirrhosis and a clinical indication for HCC surveillance. METHODS This prospective multicenter study included 54 consecutive participants (67% women) with NAFLD cirrhosis who underwent contemporaneous US as well as HBP-AMRI with gadoxetic acid. Primary outcome was the proportion of imaging examinations with severe limitations in liver visualisation (visualisation score C) compared head-to-head between US and AMRI. RESULTS The mean (± standard deviation) age was 63.3 years (±8.4) and body mass index was 32.0 kg/m2 (±6.0). Nineteen participants (35%) had severe visualisation limitations on US, compared with 10 (19%) with AMRI, p < 0.0001. Nine (17%) participants had <90% of the liver visualised on US, compared with only 1 (2%) participant with AMRI, p < 0.0001. Obesity was a strong and independent predictor for severe visualisation limitation on US (OR 5.1, CI 1.1-23.1, p = 0.03), after adjustment for age, sex and ethnicity. CONCLUSION More than one-third of participants with NAFLD cirrhosis had severe visualisation limitations on US for HCC screening, compared with one-sixth on AMRI. US adequacy should be reported in all clinical studies and when suboptimal then AMRI may be considered for HCC screening.
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Affiliation(s)
- Daniel Q. Huang
- NAFLD Research Center, Division of Gastroenterology, University of California at San Diego, La Jolla, California, USA
- Department of Medicine, Yong Loo Lin School of Medicine, National University of Singapore, Singapore
- Division of Gastroenterology and Hepatology, Department of Medicine, National University Health System, Singapore
| | - Kathryn J. Fowler
- Liver Imaging Group, Department of Radiology, University of California San Diego, La Jolla, California, USA
| | - Joy Liau
- Liver Imaging Group, Department of Radiology, University of California San Diego, La Jolla, California, USA
| | - Guilherme M. Cunha
- Liver Imaging Group, Department of Radiology, University of California San Diego, La Jolla, California, USA
| | - Ashley L. Louie
- Liver Imaging Group, Department of Radiology, University of California San Diego, La Jolla, California, USA
| | - Julie Y. An
- Liver Imaging Group, Department of Radiology, University of California San Diego, La Jolla, California, USA
| | - Ricki Bettencourt
- NAFLD Research Center, Division of Gastroenterology, University of California at San Diego, La Jolla, California, USA
| | - Jinho Jung
- NAFLD Research Center, Division of Gastroenterology, University of California at San Diego, La Jolla, California, USA
| | - Zachary Gitto
- NAFLD Research Center, Division of Gastroenterology, University of California at San Diego, La Jolla, California, USA
| | - Christie Hernandez
- NAFLD Research Center, Division of Gastroenterology, University of California at San Diego, La Jolla, California, USA
| | - Scarlett J. Lopez
- NAFLD Research Center, Division of Gastroenterology, University of California at San Diego, La Jolla, California, USA
| | - Hersh Gupta
- NAFLD Research Center, Division of Gastroenterology, University of California at San Diego, La Jolla, California, USA
| | - Claude B. Sirlin
- Liver Imaging Group, Department of Radiology, University of California San Diego, La Jolla, California, USA
| | - Robert M. Marks
- Department of Radiology, Naval Medical Center San Diego, San Diego, California, USA
| | - Rohit Loomba
- NAFLD Research Center, Division of Gastroenterology, University of California at San Diego, La Jolla, California, USA
- Division of Epidemiology, Department of Family Medicine and Public Health, University of California at San Diego, San Diego, California, USA
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An JY, Peña MA, Cunha GM, Booker MT, Taouli B, Yokoo T, Sirlin CB, Fowler KJ. Abbreviated MRI for Hepatocellular Carcinoma Screening and Surveillance. Radiographics 2020; 40:1916-1931. [PMID: 33136476 PMCID: PMC7714535 DOI: 10.1148/rg.2020200104] [Citation(s) in RCA: 53] [Impact Index Per Article: 10.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/01/2020] [Revised: 06/10/2020] [Accepted: 07/02/2020] [Indexed: 02/07/2023]
Abstract
To detect potentially curable hepatocellular carcinoma (HCC), clinical practice guidelines recommend semiannual surveillance US of the liver in adult patients at risk for developing this malignancy, such as those with cirrhosis and some patients with chronic hepatitis B infection. However, cirrhosis and a large body habitus, both of which are increasingly prevalent in the United States and the rest of the world, may impair US visualization of liver lesions and reduce the sensitivity of surveillance with this modality. The low sensitivity of US for detection of early-stage HCC contributes to delayed diagnosis and increased mortality. Abbreviated MRI, a shortened MRI protocol tailored for early-stage detection of HCC, has been proposed as an alternative surveillance option that provides high sensitivity and specificity. Abbreviated MRI protocols include fewer sequences than a complete multiphase MRI examination and are specifically designed to identify small potentially curable HCCs that may be missed at US. Three abbreviated MRI strategies have been studied: (a) nonenhanced, (b) dynamic contrast material-enhanced, and (c) hepatobiliary phase contrast-enhanced abbreviated MRI. Retrospective studies have shown that simulated abbreviated MRI provides high sensitivity and specificity for early-stage HCC, mostly in nonsurveillance cohorts. If it is supported by scientific evidence in surveillance populations, adoption of abbreviated MRI could advance clinical practice by increasing early detection of HCC, allowing effective treatment and potentially prolonging life in the growing number of individuals with this cancer. Online supplemental material is available for this article. ©RSNA, 2020.
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Affiliation(s)
| | | | - Guilherme M. Cunha
- From the Liver Imaging Group, Department of Radiology, University of California San Diego, 9500 Gilman Dr, MC 0888, San Diego, CA 92093 (J.Y.A., G.M.C., M.T.B., C.B.S., K.J.F.); School of Medicine, Tufts University, Boston, Mass (M.A.P.); Department of Radiology, University of Texas Southwestern Medical Center, Dallas, Tex (B.T.); and Department of Radiology, Icahn School of Medicine at Mount Sinai, New York, NY (T.Y.)
| | - Michael T. Booker
- From the Liver Imaging Group, Department of Radiology, University of California San Diego, 9500 Gilman Dr, MC 0888, San Diego, CA 92093 (J.Y.A., G.M.C., M.T.B., C.B.S., K.J.F.); School of Medicine, Tufts University, Boston, Mass (M.A.P.); Department of Radiology, University of Texas Southwestern Medical Center, Dallas, Tex (B.T.); and Department of Radiology, Icahn School of Medicine at Mount Sinai, New York, NY (T.Y.)
| | - Bachir Taouli
- From the Liver Imaging Group, Department of Radiology, University of California San Diego, 9500 Gilman Dr, MC 0888, San Diego, CA 92093 (J.Y.A., G.M.C., M.T.B., C.B.S., K.J.F.); School of Medicine, Tufts University, Boston, Mass (M.A.P.); Department of Radiology, University of Texas Southwestern Medical Center, Dallas, Tex (B.T.); and Department of Radiology, Icahn School of Medicine at Mount Sinai, New York, NY (T.Y.)
| | - Takeshi Yokoo
- From the Liver Imaging Group, Department of Radiology, University of California San Diego, 9500 Gilman Dr, MC 0888, San Diego, CA 92093 (J.Y.A., G.M.C., M.T.B., C.B.S., K.J.F.); School of Medicine, Tufts University, Boston, Mass (M.A.P.); Department of Radiology, University of Texas Southwestern Medical Center, Dallas, Tex (B.T.); and Department of Radiology, Icahn School of Medicine at Mount Sinai, New York, NY (T.Y.)
| | - Claude B. Sirlin
- From the Liver Imaging Group, Department of Radiology, University of California San Diego, 9500 Gilman Dr, MC 0888, San Diego, CA 92093 (J.Y.A., G.M.C., M.T.B., C.B.S., K.J.F.); School of Medicine, Tufts University, Boston, Mass (M.A.P.); Department of Radiology, University of Texas Southwestern Medical Center, Dallas, Tex (B.T.); and Department of Radiology, Icahn School of Medicine at Mount Sinai, New York, NY (T.Y.)
| | - Kathryn J. Fowler
- From the Liver Imaging Group, Department of Radiology, University of California San Diego, 9500 Gilman Dr, MC 0888, San Diego, CA 92093 (J.Y.A., G.M.C., M.T.B., C.B.S., K.J.F.); School of Medicine, Tufts University, Boston, Mass (M.A.P.); Department of Radiology, University of Texas Southwestern Medical Center, Dallas, Tex (B.T.); and Department of Radiology, Icahn School of Medicine at Mount Sinai, New York, NY (T.Y.)
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Cunha GM, Hasenstab KA, Higaki A, Wang K, Delgado T, Brunsing RL, Schlein A, Schwartzman A, Hsiao A, Sirlin CB, Fowler KJ. Convolutional neural network-automated hepatobiliary phase adequacy evaluation may optimize examination time. Eur J Radiol 2020; 124:108837. [PMID: 31958630 PMCID: PMC7309446 DOI: 10.1016/j.ejrad.2020.108837] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/20/2019] [Accepted: 01/10/2020] [Indexed: 02/08/2023]
Abstract
PURPOSE To develop and evaluate the performance of a fully-automated convolutional neural network (CNN)-based algorithm to evaluate hepatobiliary phase (HBP) adequacy of gadoxetate disodium (EOB)-enhanced MRI. Secondarily, we explored the potential of the proposed CNN algorithm to reduce examination length by applying it to EOB-MRI examinations. METHODS We retrospectively identified EOB-enhanced MRI-HBP series from examinations performed 2011-2018 (internal and external datasets). Our algorithm, comprising a liver segmentation and classification CNN, produces an adequacy score. Two abdominal radiologists independently classified series as adequate or suboptimal. The consensus determination of HBP adequacy was used as ground truth for CNN model training and validation. Reader agreement was evaluated with Cohen's kappa. Performance of the algorithm was assessed by receiver operating characteristics (ROC) analysis and computation of the area under the ROC curve (AUC). Potential examination duration reduction was evaluated descriptively. RESULTS 1408 HBP series from 484 patients were included. Reader kappa agreement was 0.67 (internal dataset) and 0.80 (external dataset). AUCs were 0.97 (0.96-0.99) for internal and 0.95 (0.92-96) for external and were not significantly different from each other (p = 0.24). 48 % (50/105) examinations could have been shorter by applying the algorithm. CONCLUSION A proposed CNN-based algorithm achieves higher than 95 % AUC for classifying HBP images as adequate versus suboptimal. The application of this algorithm could potentially shorten examination time and aid radiologists in recognizing technically suboptimal images, avoiding diagnostic pitfalls.
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Affiliation(s)
- Guilherme Moura Cunha
- Liver Imaging Group, Department of Radiology, University of California San Diego, La Jolla, CA, United States.
| | - Kyle A Hasenstab
- Liver Imaging Group, Department of Radiology, University of California San Diego, La Jolla, CA, United States; AiDA Laboratory, Department of Radiology, University of California San Diego, La Jolla, CA, United States; Department of Family Medicine and Public Health, University of California San Diego, La Jolla, CA, United States
| | - Atsushi Higaki
- Liver Imaging Group, Department of Radiology, University of California San Diego, La Jolla, CA, United States
| | - Kang Wang
- Liver Imaging Group, Department of Radiology, University of California San Diego, La Jolla, CA, United States; AiDA Laboratory, Department of Radiology, University of California San Diego, La Jolla, CA, United States
| | - Timo Delgado
- Liver Imaging Group, Department of Radiology, University of California San Diego, La Jolla, CA, United States
| | - Ryan L Brunsing
- Radiology, Stanford University, Palo Alto, CA, United States
| | - Alexandra Schlein
- Liver Imaging Group, Department of Radiology, University of California San Diego, La Jolla, CA, United States
| | - Armin Schwartzman
- Department of Family Medicine and Public Health, University of California San Diego, La Jolla, CA, United States
| | - Albert Hsiao
- AiDA Laboratory, Department of Radiology, University of California San Diego, La Jolla, CA, United States
| | - Claude B Sirlin
- Liver Imaging Group, Department of Radiology, University of California San Diego, La Jolla, CA, United States
| | - Katie J Fowler
- Liver Imaging Group, Department of Radiology, University of California San Diego, La Jolla, CA, United States
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Sun XL, Jiang X, Kuang Y, Xing L, Bu LY, Yuan SH, Yu JM, Zheng SS. Potential of Gd-EOB-DTPA as an imaging biomarker for liver injury estimation after radiation therapy. Hepatobiliary Pancreat Dis Int 2019; 18:354-359. [PMID: 31221569 DOI: 10.1016/j.hbpd.2019.05.005] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/31/2019] [Accepted: 03/20/2019] [Indexed: 02/05/2023]
Abstract
BACKGROUND Hepatic radiation injury severely restricts irradiation treatment for liver carcinoma. The purpose of this study was to investigate the clinical application of gadolinium ethoxybenzyl diethylenetriamine pentaacetic acid (Gd-EOB-DTPA)-enhanced MRI (EOB-MRI) in the assessment of liver function after external radiation therapy and to determine the relationship between focal liver reaction (FLR) and liver function. METHODS A total of 47 patients with liver malignancies who underwent external beam radiation therapy were enrolled. EOB-MRI was performed on each patient at approximately one month post-radiotherapy. The hepatobiliary (HPB) phase images from EOB-MRI were fused with the planning CT images, and the isodose lines from the patients' treatment plans were overlaid onto the fused images. The correlation of the EOB-MR image intensity distribution with the isodose lines was studied. We also compared liver function in patients between pre-treatment and post-treatment. RESULTS Decreased uptake of Gd-EOB-DTPA, which was manifested by well-demarcated focal hypointensity of the liver parenchyma or FLR to high-dose radiation, was observed in the irradiated areas of 38 patients. The radiotherapy isodose line of decreased uptake area of Gd-EOB-DTPA was 30-46 Gy. The median corresponding dose curve of FLR was 34.4 Gy. Nine patients showed the absence of decreased uptake area of Gd-EOB-DTPA in the irradiated areas. Compared to the 38 patients with the presence of decreased uptake area of Gd-EOB-DTPA, 9 patients with the absence of decreased uptake area of Gd-EOB-DTPA showed significant higher levels of total bile acid, total bilirubin, direct bilirubin and alpha-fetoprotein (P < 0.05). There were no significant differences in alanine transaminase, aspartate aminotransferase, gamma-glutamyl transpeptidase or albumin levels between the two groups (P > 0.05). CONCLUSIONS Visible uptake of Gd-EOB-DTPA by the liver parenchyma was significantly associated with liver function parameters. EOB-MRI can be a valuable imaging biomarker for the assessment of liver parenchyma function outside of radiation area.
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Affiliation(s)
- Xiao-Li Sun
- Department of Radiation Oncology, The First Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou 310003, China
| | - Xue Jiang
- Department of Radiation Oncology, The First Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou 310003, China
| | - Yu Kuang
- Medical Physics Program, University of Nevada, Las Vegas, NV 89154, USA
| | - Lei Xing
- Department of Radiation Oncology, Stanford University School of Medicine, Stanford, CA 94305, USA
| | - Lu-Yi Bu
- Department of Radiation Oncology, The First Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou 310003, China
| | - Shuang-Hu Yuan
- Department of Radiation Oncology, Shandong Cancer Hospital Affiliated to Shandong University, Shandong Academy of Medical Sciences, Jinan 250117, China
| | - Jin-Ming Yu
- Department of Radiation Oncology, Shandong Cancer Hospital Affiliated to Shandong University, Shandong Academy of Medical Sciences, Jinan 250117, China
| | - Shu-Sen Zheng
- Key Laboratory of Combined Multi-organ Transplantation, Ministry of Public Health, Department of Hepatobiliary and Pancreatic Surgery, The First Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou 310003, China.
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Ayuso C, Forner A, Darnell A, Rimola J, García-Criado Á, Bianchi L, Vilana R, Oliveira R, Llarch N, Bruix J. Prospective evaluation of gadoxetic acid magnetic resonance for the diagnosis of hepatocellular carcinoma in newly detected nodules ≤2 cm in cirrhosis. Liver Int 2019; 39:1281-1291. [PMID: 31077539 DOI: 10.1111/liv.14133] [Citation(s) in RCA: 15] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/01/2019] [Revised: 04/15/2019] [Accepted: 05/03/2019] [Indexed: 02/13/2023]
Abstract
BACKGROUND AND AIMS Most of the published studies about the diagnostic accuracy of gadoxetic acid-enhanced magnetic resonance (EOB-MR) for the non-invasive diagnosis of hepatocellular carcinoma (HCC) have had a retrospective design. Thus, we aimed to prospectively evaluate the diagnostic accuracy of EOB-MR for the non-invasive diagnosis of HCC in nodules ≤2 cm detected by screening ultrasound (US) in patients with cirrhosis. METHODS Between July 2012 and October 2015, 62 consecutive asymptomatic Child-Pugh A-B cirrhotic patients with newly US-detected solitary nodules between 1 and 2 cm were prospectively included in the study. Hepatic extracellular contrast-enhanced MR (ECCE-MR) followed by EOB-MR were obtained in less than 1-month interval. Two independent radiologists blindly reviewed the EOB-MR studies, and the diagnosis of HCC was assigned when the lesion showed arterial enhancement followed by portal venous phase washout and/or hypointensity on the hepatobiliary phase (HBP). The final HCC diagnosis was made by ECCE-MR according to the accepted non-invasive criteria, or by biopsy in lesions with atypical vascular profile. RESULTS Final diagnoses were as follows: HCC (n = 41), intrahepatic cholangiocarcinoma (n = 2), colorectal metastases (n = 1) and benign conditions (n = 18). The sensitivity and specificity of EOB-MR for HCC diagnosis were 56.1% (95% CI: 39.7-71.5) and 90.5% (95% CI: 69.6-98.8), respectively, while sensitivity of ECCE-MR was 63.4% (95% CI: 46.9-77.9). The low rate of hypointense HCCs in the HBP and suboptimal liver uptake of contrast agent justify the low sensitivity of EOB-MR for HCC diagnosis. CONCLUSION EOB-MR does not surpass the diagnostic accuracy of ECCE-MR for non-invasive diagnosis of HCC in nodules ≤2 cm in cirrhotic patients.
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Affiliation(s)
- Carmen Ayuso
- Radiology Department, Barcelona Clinic Liver Cancer (BCLC) Group, Hospital Clinic Barcelona, University of Barcelona, Barcelona, Spain.,Centro de Investigación Biomédica en Red de Enfermedades Hepáticas y Digestivas (CIBERehd), Madrid, Spain
| | - Alejandro Forner
- Centro de Investigación Biomédica en Red de Enfermedades Hepáticas y Digestivas (CIBERehd), Madrid, Spain.,Liver Unit, Barcelona Clinic Liver Cancer (BCLC) Group, Hospital Clinic Barcelona, IDIBAPS, University of Barcelona, Barcelona, Spain
| | - Anna Darnell
- Radiology Department, Barcelona Clinic Liver Cancer (BCLC) Group, Hospital Clinic Barcelona, University of Barcelona, Barcelona, Spain
| | - Jordi Rimola
- Radiology Department, Barcelona Clinic Liver Cancer (BCLC) Group, Hospital Clinic Barcelona, University of Barcelona, Barcelona, Spain
| | - Ángeles García-Criado
- Radiology Department, Barcelona Clinic Liver Cancer (BCLC) Group, Hospital Clinic Barcelona, University of Barcelona, Barcelona, Spain
| | - Luis Bianchi
- Radiology Department, Barcelona Clinic Liver Cancer (BCLC) Group, Hospital Clinic Barcelona, University of Barcelona, Barcelona, Spain.,Centro de Investigación Biomédica en Red de Enfermedades Hepáticas y Digestivas (CIBERehd), Madrid, Spain
| | - Ramón Vilana
- Radiology Department, Barcelona Clinic Liver Cancer (BCLC) Group, Hospital Clinic Barcelona, University of Barcelona, Barcelona, Spain.,Centro de Investigación Biomédica en Red de Enfermedades Hepáticas y Digestivas (CIBERehd), Madrid, Spain
| | - Rafael Oliveira
- Radiology Department, Barcelona Clinic Liver Cancer (BCLC) Group, Hospital Clinic Barcelona, University of Barcelona, Barcelona, Spain
| | - Neus Llarch
- Liver Unit, Barcelona Clinic Liver Cancer (BCLC) Group, Hospital Clinic Barcelona, IDIBAPS, University of Barcelona, Barcelona, Spain
| | - Jordi Bruix
- Centro de Investigación Biomédica en Red de Enfermedades Hepáticas y Digestivas (CIBERehd), Madrid, Spain.,Liver Unit, Barcelona Clinic Liver Cancer (BCLC) Group, Hospital Clinic Barcelona, IDIBAPS, University of Barcelona, Barcelona, Spain
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Serum albumin, total bilirubin, and patient age are independent confounders of hepatobiliary-phase gadoxetate parenchymal liver enhancement. Eur Radiol 2019; 29:5813-5822. [DOI: 10.1007/s00330-019-06179-8] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/29/2018] [Revised: 01/23/2019] [Accepted: 02/07/2019] [Indexed: 12/21/2022]
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11
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Li J, Wan B, Liu S. Advances in Assessing Preoperative Liver Function with Gd-EOB-DTPA Dynamic Contrast Enhanced MRI. ACTA ACUST UNITED AC 2019. [DOI: 10.4236/ym.2019.31004] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022]
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Hepatobiliary phase in cirrhotic patients with different Model for End-stage Liver Disease score: comparison of the performance of gadoxetic acid to gadobenate dimeglumine. Eur Radiol 2018; 29:3090-3099. [PMID: 30547205 DOI: 10.1007/s00330-018-5884-2] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/21/2018] [Revised: 10/22/2018] [Accepted: 11/09/2018] [Indexed: 02/08/2023]
Abstract
OBJECTIVES The purpose of this study was to compare the performance of gadobenate dimeglumine-enhanced MRI and gadoxetic acid-enhanced MRI in the hepatobiliary phase (HBP) in cirrhotic patients with different degrees of liver dysfunction. METHODS In this retrospective cross-sectional study, we analyzed the unenhanced phase and the HBP of 131 gadobenate dimeglumine-enhanced MRI examinations (gadobenate dimeglumine group) and 127 gadoxetic acid-enhanced MRI examinations (gadoxetic acid group) performed in 249 cirrhotic patients (181 men and 68 women; mean age, 64.8 years) from August 2011 to April 2017. For each MRI, the contrast enhancement index of the liver parenchyma was calculated and correlated to the Model For End-Stage Liver Disease (MELD) score (multiple linear regression analysis). A qualitative analysis of the adequacy of the HBP, adjusted for the MELD score (logistic regression analysis), was performed. RESULTS The contrast enhancement index was inversely related (r = - 0.013) with MELD score in both gadoxetic acid and gadobenate dimeglumine group. At the same MELD score, the contrast enhancement index in the gadoxetic acid group was increased by a factor of 0.23 compared to the gadobenate dimeglumine group (p < 0.001), and the mean odds ratio to have an adequate HBP with gadoxetic acid compared to gadobenate dimeglumine was 3.64 (p < 0.001). The adequacy of the HBP in the gadoxetic acid group compared to the gadobenate dimeglumine group increased with the increase of the MELD score (exp(b)interaction = 1.233; p = 0.011). CONCLUSION In cirrhotic patients, the hepatobiliary phase obtained with gadoxetic acid-enhanced MRI is of better quality in comparison to gadobenate dimeglumine-enhanced MRI, mainly in patients with high MELD score. KEY POINTS • In cirrhotic patients, the adequacy of the hepatobiliary phase with gadoxetic acid-enhanced MRI is better compared to gadobenate dimeglumine-enhanced MRI. • Gadoxetic acid-enhanced MRI should be preferred to gadobenate dimeglumine-enhanced MRI in cirrhotic patients with MELD score > 10, if the hepatobiliary phase is clinically indicated. • In patients with high MELD score (> 15), the administration of the hepatobiliary agent could be useless; even though, if it is clinically indicated, we recommend to use gadoxetic acid given the higher probability of obtaining clinically relevant information.
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Kambadakone AR, Fung A, Gupta RT, Hope TA, Fowler KJ, Lyshchik A, Ganesan K, Yaghmai V, Guimaraes AR, Sahani DV, Miller FH. LI-RADS technical requirements for CT, MRI, and contrast-enhanced ultrasound. Abdom Radiol (NY) 2018; 43:56-74. [PMID: 28940042 DOI: 10.1007/s00261-017-1325-y] [Citation(s) in RCA: 60] [Impact Index Per Article: 8.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/07/2023]
Abstract
Accurate detection and characterization of liver observations to enable HCC diagnosis and staging using LI-RADS requires a technically adequate imaging exam. To help achieve this objective, LI-RADS has proposed technical requirements for CT, MR, and contrast-enhanced ultrasound of liver. This article reviews the technical requirements for liver imaging, including the description of minimum acceptable technical standards, such as the scanner hardware requirements, recommended dynamic imaging phases, and common technical challenges of liver imaging.
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Affiliation(s)
- Avinash R Kambadakone
- Department of Radiology, Massachusetts General Hospital, Harvard Medical School, 55 Fruit Street, White 270, Boston, MA, 02114, USA.
| | - Alice Fung
- Department of Diagnostic Radiology, Oregon Health and Science University, Portland, OR, USA
| | - Rajan T Gupta
- Department of Radiology, Duke University School of Medicine, Durham, NC, USA
| | - Thomas A Hope
- Department of Radiology, University of California San Francisco, San Francisco, CA, USA
| | - Kathryn J Fowler
- Department of Radiology, Washington University School of Medicine, St Louis, MO, USA
| | - Andrej Lyshchik
- Department of Radiology, Thomas Jefferson University Hospital, Philadelphia, PA, USA
| | - Karthik Ganesan
- Department of Radiology, Sir HN Reliance Foundation Hospital and Research Centre, Mumbai, India
| | - Vahid Yaghmai
- Department of Radiology, Northwestern University Feinberg School of Medicine, Chicago, IL, USA
| | - Alexander R Guimaraes
- Department of Diagnostic Radiology, Oregon Health and Science University, Portland, OR, USA
| | - Dushyant V Sahani
- Department of Radiology, Massachusetts General Hospital, Harvard Medical School, 55 Fruit Street, White 270, Boston, MA, 02114, USA
| | - Frank H Miller
- Department of Radiology, Northwestern University Feinberg School of Medicine, Chicago, IL, USA
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