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Furumaya A, Willemssen FEJA, Miclea RL, Haring MPD, de Haas RJ, Feshtali S, Vanhooymissen IJS, Bos D, de Man RA, Ijzermans JNM, Erdmann JI, Verheij J, Doukas MC, van Delden OM, Thomeer MGJ. Lesions hyper- to isointense to surrounding liver in the hepatobiliary phase of gadoxetic acid-enhanced MRI. Eur Radiol 2024; 34:7661-7672. [PMID: 38900280 PMCID: PMC11557620 DOI: 10.1007/s00330-024-10829-x] [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: 11/06/2023] [Revised: 04/11/2024] [Accepted: 04/22/2024] [Indexed: 06/21/2024]
Abstract
OBJECTIVES Hyper- or isointensity in the hepatobiliary phase (HBP) of gadoxetic acid-enhanced MRI has high specificity for focal nodular hyperplasia (FNH) but may be present in hepatocellular adenoma and carcinoma (HCA/HCC). This study aimed to identify imaging characteristics differentiating FNH and HCA/HCC. MATERIALS AND METHODS This multicenter retrospective cohort study included patients with pathology-proven FNH or HCA/HCC, hyper-/isointense in the HBP of gadoxetic acid-enhanced MRI between 2010 and 2020. Diagnostic performance of imaging characteristics for the differentiation between FNH and HCA/HCC were reported. Univariable analyses, multivariable logistic regression analyses, and classification and regression tree (CART) analyses were conducted. Sensitivity analyses evaluated imaging characteristics of B-catenin-activated HCA. RESULTS In total, 124 patients (mean age 40 years, standard deviation 10 years, 108 female) with 128 hyper-/isointense lesions were included. Pathology diagnoses were FNH and HCA/HCC in 64 lesions (50%) and HCA/HCC in 64 lesions (50%). Imaging characteristics observed exclusively in HCA/HCC were raster and atoll fingerprint patterns in the HBP, sinusoidal dilatation on T2-w, hemosiderin, T1-w in-phase hyperintensity, venous washout, and nodule-in-nodule partification in the HBP and T2-w. Multivariable logistic regression and CART additionally found a T2-w scar indicating FNH, less than 50% fat, and a spherical contour indicating HCA/HCC. In our selected cohort, 14/48 (29%) of HCA were B-catenin activated, most (13/14) showed extensive hyper-/isointensity, and some had a T2-w scar (4/14, 29%). CONCLUSION If the aforementioned characteristics typical for HCA/HCC are encountered in lesions extensively hyper- to isointense, further investigation may be warranted to exclude B-catenin-activated HCA. CLINICAL RELEVANCE Hyper- or isointensity in the HBP of gadoxetic acid-enhanced MRI is specific for FNH, but HCA/HCC can also exhibit this feature. Therefore, we described imaging patterns to differentiate these entities. KEY POINTS FNH and HCA/HCC have similar HBP intensities but have different malignant potentials. Six imaging patterns exclusive to HCA/HCC were identified in this lesion population. These features in liver lesions hyper- to isointense in the HBP warrant further evaluation.
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Affiliation(s)
- Alicia Furumaya
- Department of Surgery, Amsterdam UMC, University of Amsterdam, Amsterdam, The Netherlands.
- Cancer Center Amsterdam, Amsterdam, The Netherlands.
| | - François E J A Willemssen
- Department of Radiology and Nuclear Medicine, Erasmus MC, Erasmus University Rotterdam, Rotterdam, The Netherlands
| | - Razvan L Miclea
- Department of Radiology and Nuclear Medicine, Maastricht University Medical Center+, Maastricht University, Maastricht, The Netherlands
| | - Martijn P D Haring
- Department of Surgery, University Medical Center Groningen, University of Groningen, Groningen, The Netherlands
| | - Robbert J de Haas
- Department of Radiology, University Medical Center Groningen, University of Groningen, Groningen, The Netherlands
| | - Shirin Feshtali
- Department of Radiology, Leiden UMC, Leiden University, Leiden, The Netherlands
| | - Inge J S Vanhooymissen
- Cancer Center Amsterdam, Amsterdam, The Netherlands
- Department of Radiology, Amsterdam UMC, Vrije Universiteit Amsterdam, Amsterdam, The Netherlands
| | - Daniel Bos
- Department of Radiology and Nuclear Medicine, Erasmus MC, Erasmus University Rotterdam, Rotterdam, The Netherlands
- Department of Epidemiology, Erasmus MC, Erasmus University Rotterdam, Rotterdam, The Netherlands
| | - Robert A de Man
- Department of Gastroenterology and Hepatology, Erasmus MC, Erasmus University Medical Center, Rotterdam, The Netherlands
| | - Jan N M Ijzermans
- Department of Surgery, Erasmus MC, Erasmus University Medical Center, Rotterdam, The Netherlands
| | - Joris I Erdmann
- Department of Surgery, Amsterdam UMC, University of Amsterdam, Amsterdam, The Netherlands
- Cancer Center Amsterdam, Amsterdam, The Netherlands
| | - Joanne Verheij
- Cancer Center Amsterdam, Amsterdam, The Netherlands
- Department of Pathology, Amsterdam UMC, University of Amsterdam, Amsterdam, The Netherlands
| | - Michail C Doukas
- Department of Pathology, Erasmus MC, Erasmus University Medical Center, Rotterdam, The Netherlands
| | - Otto M van Delden
- Cancer Center Amsterdam, Amsterdam, The Netherlands
- Department of Radiology, Amsterdam UMC, University of Amsterdam, Amsterdam, The Netherlands
| | - Maarten G J Thomeer
- Department of Radiology and Nuclear Medicine, Erasmus MC, Erasmus University Rotterdam, Rotterdam, The Netherlands
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Afyouni S, Zandieh G, Nia IY, Pawlik TM, Kamel IR. State-of-the-art imaging of hepatocellular carcinoma. J Gastrointest Surg 2024; 28:1717-1725. [PMID: 39117267 DOI: 10.1016/j.gassur.2024.08.001] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/07/2024] [Revised: 07/20/2024] [Accepted: 08/01/2024] [Indexed: 08/10/2024]
Abstract
Hepatocellular carcinoma (HCC) is the third most fatal and fifth most common cancer worldwide, with rising incidence due to obesity and nonalcoholic fatty liver disease. Imaging modalities, including ultrasound (US), multidetector computed tomography (MDCT), and magnetic resonance imaging (MRI) play a vital role in detecting HCC characteristics, aiding in early detection, detailed visualization, and accurate differentiation of liver lesions. Liver-specific contrast agents, the Liver Imaging Reporting and Data System, and advanced techniques, including diffusion-weighted imaging and artificial intelligence, further enhance diagnostic accuracy. This review emphasizes the significant role of imaging in managing HCC, from diagnosis to treatment assessment, without the need for invasive biopsies.
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Affiliation(s)
- Shadi Afyouni
- Russell H. Morgan Department of Radiology and Radiological Sciences, Johns Hopkins Medicine, Johns Hopkins University, Baltimore, MD, United States
| | - Ghazal Zandieh
- Russell H. Morgan Department of Radiology and Radiological Sciences, Johns Hopkins Medicine, Johns Hopkins University, Baltimore, MD, United States
| | - Iman Yazdani Nia
- Department of Radiology, University of Pennsylvania, Philadelphia, PA, United States
| | - Timothy M Pawlik
- Department of Surgery, The Ohio State University, Wexner Medical Center, The James Comprehensive Cancer Center, Columbus, OH, United States
| | - Ihab R Kamel
- Department of Radiology, University of Colorado School of Medicine, Aurora, CO, United States.
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Xu M, Chen Y, Liu D, Wang L, Wu M. Clinical utility of multi-row spiral CT in diagnosing hepatic nodular lesions, gastric cancer, and Crohn's disease: a comprehensive meta-analysis. AMERICAN JOURNAL OF CLINICAL AND EXPERIMENTAL IMMUNOLOGY 2024; 13:165-176. [PMID: 39310125 PMCID: PMC11411159 DOI: 10.62347/srej4505] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/11/2024] [Accepted: 08/17/2024] [Indexed: 09/25/2024]
Abstract
A retrieval of relevant literature on hepatic nodular lesions, gastric cancer (GC), and Crohn's disease (CD) was conducted from Chinese and English databases. Meta-analysis was performed using Review Manager 5.4 software and the MIDAS package in Stata 18.0. Results from 11 studies comprising 1847 patients were synthesized. The pooled sensitivity, specificity, positive likelihood ratio, negative likelihood ratio, and diagnostic odds ratio with 95% confidence intervals were: 0.91 (0.84-0.95), 0.73 (0.65-0.79), 3.30 (2.60-4.30), 0.13 (0.07-0.23), and 26.00 (12.00-53.00), respectively. Significant statistical heterogeneity was found in sensitivity and specificity (P<0.05), with specificity heterogeneity originating from n, type, and mode (P<0.05). Sensitivity and specificity for n, type, object, and mode were non-heterogeneous (P>0.05). The combined AUC from SROC curve analysis of the 11 studies was 0.85. Deeks' funnel plot asymmetry test yielded a p-value of 0.01, indicating potential bias across studies in the diagnostic odds ratio funnel plot. Fagan's nomogram demonstrated that using CT for diagnostic modeling increased the post-test probability of correctly diagnosing hepatic nodular lesions, GC, and CD from 50.00% to 77.00%. Overall, multi-detector CT shows good diagnostic value for hepatic nodular lesions, GC, and CD, supporting its clinical flexibility based on patient-specific considerations.
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Affiliation(s)
- Ming Xu
- Department of Gastroenterology Medicine, Hunan Provincial People’s Hospital/The First Affiliated Hospital of Hunan Normal UniversityChangsha 410016, Hunan, China
| | - Yinyun Chen
- Department of Gastroenterology Medicine, Hunan Provincial People’s Hospital/The First Affiliated Hospital of Hunan Normal UniversityChangsha 410016, Hunan, China
| | - Dan Liu
- Department of Gastroenterology Medicine, Hunan Provincial People’s Hospital/The First Affiliated Hospital of Hunan Normal UniversityChangsha 410016, Hunan, China
| | - Lile Wang
- Department of Respiratory Medicine, Hunan Provincial People’s Hospital/The First Affiliated Hospital of Hunan Normal UniversityChangsha 410016, Hunan, China
| | - Minghao Wu
- Department of Gastroenterology Medicine, Hunan Provincial People’s Hospital/The First Affiliated Hospital of Hunan Normal UniversityChangsha 410016, Hunan, China
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Mao HY, Shen BQ, Zhang JY, Zhang T, Cai W, Fan YF, Wang XM, Yu YX, Hu CH. Gd-EOB-DTPA enhanced MRI nomogram model to differentiate hepatocellular carcinoma and focal nodular hyperplasia both showing iso- or hyperintensity in the hepatobiliary phase. BMC Med Imaging 2024; 24:211. [PMID: 39134943 PMCID: PMC11320848 DOI: 10.1186/s12880-024-01382-6] [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: 05/01/2024] [Accepted: 07/29/2024] [Indexed: 08/15/2024] Open
Abstract
BACKGROUND To develop and validate a nomogram model based on Gd-EOB-DTPA enhanced MRI for differentiation between hepatocellular carcinoma (HCC) and focal nodular hyperplasia (FNH) showing iso- or hyperintensity in the hepatobiliary phase (HBP). METHODS A total of 75 patients with 49 HCCs and 26 FNHs randomly divided into a training cohort (n = 52: 34 HCC; 18 FNH) and an internal validation cohort (n = 23: 15 HCC; 8 FNH). A total of 37 patients (n = 37: 25 HCC; 12 FNH) acted as an external test cohort. The clinical and imaging characteristics between HCC and FNH groups in the training cohort were compared. The statistically significant parameters were included into the FAE software, and a multivariate logistic regression classifier was used to identify independent predictors and establish a nomogram model. Receiver operating characteristic (ROC) curves were used to evaluate the prediction ability of the model, while the calibration and decision curves were used for model validation. Subanalysis was used to compare qualitative and quantitative characteristics of patients with chronic hepatitis and cirrhosis between the HCC and FNH groups. RESULTS In the training cohort, gender, age, enhancement rate in the arterial phase (AP), focal defects in uptake were significant predictors for HCC showing iso- or hyperintensity in the HBP. In the training cohort, area under the curve (AUC), sensitivity and specificity of the nomogram model were 0.989(95%CI: 0.967-1.000), 97.1% and 94.4%. In the internal validation cohort, the above three indicators were 0.917(95%CI: 0.782-1.000), 93.3% and 87.5%. In the external test cohort, the above three indicators were 0.960(95%CI: 0.905-1.000), 84.0% and 100.0%. The results of subanalysis showed that age was the independent predictor in the patients with chronic hepatitis and cirrhosis between HCC and FNH groups. CONCLUSIONS Gd-EOB-DTPA enhanced MRI nomogram model may be useful for discriminating HCC and FNH showing iso- or hyperintensity in the HBP before surgery.
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Affiliation(s)
- Hao-Yu Mao
- Department of Radiology, The First Affiliated Hospital of Soochow University, Suzhou, China
| | - Bin-Qing Shen
- School of Radiation Medicine and Protection, Soochow University, Suzhou, China
| | - Ji-Yun Zhang
- Department of Radiology, Affiliated Nantong Hospital 3 of Nantong University, Nantong, China
| | - Tao Zhang
- Department of Radiology, Affiliated Nantong Hospital 3 of Nantong University, Nantong, China
| | - Wu Cai
- Department of Radiology, The Second Affiliated Hospital of Soochow University, Suzhou, China
| | - Yan-Fen Fan
- Department of Radiology, The First Affiliated Hospital of Soochow University, Suzhou, China
| | - Xi-Ming Wang
- Department of Radiology, The First Affiliated Hospital of Soochow University, Suzhou, China
| | - Yi-Xing Yu
- Department of Radiology, The First Affiliated Hospital of Soochow University, Suzhou, China.
| | - Chun-Hong Hu
- Department of Radiology, The First Affiliated Hospital of Soochow University, Suzhou, China.
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García-Criado Á, Rimola J, Seijo S, Darnell A, Belmonte E, Sapena V, Moreno-Rojas J, Pérez V, Hernández-Gea V, Ayuso C, Reig M, García-Pagán JC, Bruix J. MRI Using Gadoxetic Acid in the Work-Up of Liver Nodules Not Conclusively Benign in Budd-Chiari Syndrome: A Prospective Long-Term Follow-Up. Liver Cancer 2024; 13:203-214. [PMID: 38751551 PMCID: PMC11095625 DOI: 10.1159/000533598] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/09/2022] [Accepted: 08/11/2023] [Indexed: 05/18/2024] Open
Abstract
Introduction The incidence of hepatocellular carcinoma (HCC) in Budd-Chiari syndrome (BCS) is unknown and there is no validated diagnostic work-up to define the liver nodules with arterial phase hyperenhancement (APHE), suggesting malignancy. This prospective study evaluates HCC incidence in a Western cohort of patients with BCS and assesses the performance of MRI with hepatobiliary contrast (HB-MRI) for nodule characterization. Methods Patients with BCS followed in our hospital were prospectively evaluated by MRI with extracellular contrast (EC-MRI). Nodules with APHE categorized as non-conclusively benign by 2 radiologists were studied by HB-MRI and reviewed by 2 radiologists blinded to the EC-MRI results. A new EC-MRI 1 year later and clinical, analytical, and sonographic follow-up every 6 months for a median of 10 years was performed. Results A total of 55 non-conclusively benign nodules with APHE were detected at EC-MRI in 41 patients. While 32 of them were suggestive of HCC by EC-MRI, all the 55 nodules showed increased uptake of hepatobiliary contrast. An unequivocal central scar was seen in 12/55 nodules at HB-MRI regardless of it was not detected on the EC-MRI. None of the nodules was hypointense in the hepatobiliary phase (HBP). HCC was not detected during a median of 10 years of follow-up. Conclusions Detection of nodules with APHE is frequent in patients with BCS, but HCC is rare in Western patients with BCS. While EC-MRI may detect nodules suggesting malignancy, the identification of contrast uptake in the HBP at HB-MRI may help categorize them as benign.
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Affiliation(s)
- Ángeles García-Criado
- Radiology Department, CDI, BCLC Group, Hospital Clínic of Barcelona, University of Barcelona, Barcelona, Spain
| | - Jordi Rimola
- Radiology Department, CDI, BCLC Group, Hospital Clínic of Barcelona, University of Barcelona, Barcelona, Spain
| | - Susana Seijo
- Liver Unit, Barcelona Hepatic Hemodynamic Laboratory, ICMDM, IDIBAPS, Hospital Clínic of Barcelona, University of Barcelona, Barcelona, Spain
| | - Anna Darnell
- Radiology Department, CDI, BCLC Group, Hospital Clínic of Barcelona, University of Barcelona, Barcelona, Spain
| | - Ernest Belmonte
- Radiology Department, CDI, BCLC Group, Hospital Clínic of Barcelona, University of Barcelona, Barcelona, Spain
| | - Víctor Sapena
- BCLC group, Statistics core, Medical Statistics Core Facility, IDIBAPS, Hospital Clínic of Barcelona, Barcelona, Spain
| | - Julián Moreno-Rojas
- Radiology Department, CDI, Hospital Clínic of Barcelona, University of Barcelona, Barcelona, Spain
| | - Valeria Pérez
- Liver Unit, Barcelona Hepatic Hemodynamic Laboratory, ICMDM, IDIBAPS, Hospital Clínic of Barcelona, University of Barcelona, Barcelona, Spain
| | - Virginia Hernández-Gea
- Liver Unit, Barcelona Hepatic Hemodynamic Laboratory, ICMDM, IDIBAPS, Hospital Clínic of Barcelona, University of Barcelona, Barcelona, Spain
- Centro de Investigación Biomédica en Red de Enfermedades Hepáticas y Digestivas (CIBEREHD), Madrid, Spain
- Health Care Provider of the European Reference Network on Rare Liver Disorders (ERN-Liver), Barcelona, Spain
| | - Carmen Ayuso
- Centro de Investigación Biomédica en Red de Enfermedades Hepáticas y Digestivas (CIBEREHD), Madrid, Spain
- Radiology Department, CDI, BCLC Group, IDIBAPS Hospital Clínic of Barcelona, University of Barcelona, Barcelona, Spain
| | - María Reig
- Centro de Investigación Biomédica en Red de Enfermedades Hepáticas y Digestivas (CIBEREHD), Madrid, Spain
- Health Care Provider of the European Reference Network on Rare Liver Disorders (ERN-Liver), Barcelona, Spain
- BCLC group, Liver Unit, ICMDM, IDIBAPS, Hospital Clínic of Barcelona, University of Barcelona, Barcelona, Spain
| | - Juan Carlos García-Pagán
- Liver Unit, Barcelona Hepatic Hemodynamic Laboratory, ICMDM, IDIBAPS, Hospital Clínic of Barcelona, University of Barcelona, Barcelona, Spain
- Centro de Investigación Biomédica en Red de Enfermedades Hepáticas y Digestivas (CIBEREHD), Madrid, Spain
- Health Care Provider of the European Reference Network on Rare Liver Disorders (ERN-Liver), Barcelona, Spain
| | - Jordi Bruix
- Centro de Investigación Biomédica en Red de Enfermedades Hepáticas y Digestivas (CIBEREHD), Madrid, Spain
- Health Care Provider of the European Reference Network on Rare Liver Disorders (ERN-Liver), Barcelona, Spain
- BCLC group, Liver Unit, ICMDM, IDIBAPS, Hospital Clínic of Barcelona, University of Barcelona, Barcelona, Spain
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Villavicencio Kim J, Wu GY. Focal Nodular Hyperplasia: A Comprehensive Review with a Particular Focus on Pathogenesis and Complications. J Clin Transl Hepatol 2024; 12:182-190. [PMID: 38343607 PMCID: PMC10851072 DOI: 10.14218/jcth.2023.00265] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/09/2023] [Revised: 09/27/2023] [Accepted: 11/09/2023] [Indexed: 01/03/2025] Open
Abstract
Focal nodular hyperplasia is a benign tumor of the liver that is often found incidentally with imaging. The purpose of this review is to discuss the pathophysiology, rare complications that can occur due to these lesions, and management options. A literature review was performed on clinical trials and case reports involving focal nodular hyperplasia complications and management of these, as well as the proposed pathogenesis underlying these tumors. Although exposure to oral contraceptive pills and endogenous hormones have been thought to play a role in the development of these lesions, this has not been proven. Most recently, they are thought to arise as a consequence of a vascular anomaly causing alterations in the expression of angiopoietin genes. Complications are rare, but previous cases have reported associated pain, rupture and compression of nearby structures (hepatic vein, stomach, biliary system). Resection of focal nodular hyperplasia is not usually recommended. However, if there is associated pain with no other identifiable cause or presence of a large or growing lesion with risk of causing a complication, then surgical resection, radiofrequency ablation or arterial embolization should be considered.
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Affiliation(s)
- Jaimy Villavicencio Kim
- Division of Gastroenterology-Hepatology, University of Connecticut Health Center, Farmington, CT, USA
| | - George Y. Wu
- Division of Gastroenterology-Hepatology, University of Connecticut Health Center, Farmington, CT, USA
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Anichini M, Galluzzo A, Danti G, Grazzini G, Pradella S, Treballi F, Bicci E. Focal Lesions of the Liver and Radiomics: What Do We Know? Diagnostics (Basel) 2023; 13:2591. [PMID: 37568954 PMCID: PMC10417608 DOI: 10.3390/diagnostics13152591] [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: 06/22/2023] [Revised: 07/14/2023] [Accepted: 07/24/2023] [Indexed: 08/13/2023] Open
Abstract
Despite differences in pathological analysis, focal liver lesions are not always distinguishable in contrast-enhanced magnetic resonance imaging (MRI), contrast-enhanced computed tomography (CT), and positron emission tomography (PET). This issue can cause problems of differential diagnosis, treatment, and follow-up, especially in patients affected by HBV/HCV chronic liver disease or fatty liver disease. Radiomics is an innovative imaging approach that extracts and analyzes non-visible quantitative imaging features, supporting the radiologist in the most challenging differential diagnosis when the best-known methods are not conclusive. The purpose of this review is to evaluate the most significant CT and MRI texture features, which can discriminate between the main benign and malignant focal liver lesions and can be helpful to predict the response to pharmacological or surgical therapy and the patient's prognosis.
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Affiliation(s)
| | | | - Ginevra Danti
- Department of Radiology, Careggi University Hospital, Largo Brambilla 3, 50134 Florence, Italy; (M.A.); (A.G.); (G.G.); (S.P.); (F.T.); (E.B.)
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Skwirczyński M, Tabor Z, Lasek J, Schneider Z, Gibała S, Kucybała I, Urbanik A, Obuchowicz R. Deep Learning Algorithm for Differentiating Patients with a Healthy Liver from Patients with Liver Lesions Based on MR Images. Cancers (Basel) 2023; 15:3142. [PMID: 37370752 PMCID: PMC10296219 DOI: 10.3390/cancers15123142] [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: 04/26/2023] [Revised: 06/05/2023] [Accepted: 06/09/2023] [Indexed: 06/29/2023] Open
Abstract
The problems in diagnosing the state of a vital organ such as the liver are complex and remain unresolved. These problems are underscored by frequently published studies on this issue. At the same time, demand for imaging diagnostics, preferably using a method that can detect the disease at the earliest possible stage, is constantly increasing. In this paper, we present liver diseases in the context of diagnosis, diagnostic problems, and possible elimination. We discuss the dataset and methods and present the stages of the pipeline we developed, leading to multiclass segmentation of the liver in multiparametric MR image into lesions and normal tissue. Finally, based on the processing results, each case is classified as either a healthy liver or a liver with lesions. For the training set, the AUC ROC is 0.925 (standard error 0.013 and a p-value less than 0.001), and for the test set, the AUC ROC is 0.852 (standard error 0.039 and a p-value less than 0.001). Further refinements to the proposed pipeline are also discussed. The proposed approach could be used in the detection of focal lesions in the liver and the description of liver tumors. Practical application of the developed multi-class segmentation method represents a key step toward standardizing the medical evaluation of focal lesions in the liver.
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Affiliation(s)
- Maciej Skwirczyński
- Faculty of Mathematics and Computer Science, Jagiellonian University, 30-348 Krakow, Poland
| | - Zbisław Tabor
- Faculty of Electrical Engineering, Automatics, Computer Science, and Biomedical Engineering, AGH University of Science and Technology, 30-059 Krakow, Poland
| | - Julia Lasek
- Faculty of Geology, Geophysics, and Environmental Protection, AGH University of Science and Technology, 30-059 Krakow, Poland
| | - Zofia Schneider
- Faculty of Geology, Geophysics, and Environmental Protection, AGH University of Science and Technology, 30-059 Krakow, Poland
| | | | - Iwona Kucybała
- Department of Diagnostic Imaging, Jagiellonian University Medical College, 31-501 Krakow, Poland
| | - Andrzej Urbanik
- Department of Diagnostic Imaging, Jagiellonian University Medical College, 31-501 Krakow, Poland
| | - Rafał Obuchowicz
- Department of Diagnostic Imaging, Jagiellonian University Medical College, 31-501 Krakow, Poland
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Inuzuka R, Nii M, Inai K, Shimada E, Shinohara T, Kogiso T, Ono H, Otsuki SI, Kurita Y, Takeda A, Hirono K, Takei K, Yasukohchi S, Yoshikawa T, Furutani Y, Shinozaki T, Matsuyama Y, Senzaki H, Tokushige K, Nakanishi T. Predictors of liver cirrhosis and hepatocellular carcinoma among perioperative survivors of the Fontan operation. Heart 2023; 109:276-282. [PMID: 35768191 DOI: 10.1136/heartjnl-2022-320940] [Citation(s) in RCA: 14] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/07/2022] [Accepted: 06/10/2022] [Indexed: 02/01/2023] Open
Abstract
OBJECTIVE Fontan-associated liver disease (FALD) is widely recognised as a common complication in patients long after the Fontan operation. However, data on the predictors of FALD that can guide its screening and management are lacking. The present study aimed to identify the predictors of liver cirrhosis (LC) and hepatocellular carcinoma (HCC) in post-Fontan patients. METHODS This was a multi-institutional retrospective cohort study. Clinical data of all perioperative survivors of Fontan operation before 2011 who underwent postoperative catheterisation were collected through a retrospective chart review. RESULTS A total of 1117 patients (538 women, 48.2%) underwent their first Fontan operation at a median age of 3.4 years. Postoperative cardiac catheterisation was conducted at a median of 1.0 year. During a median follow-up period of 10.3 years, 67 patients (6.0%) died; 181 (16.2%) were diagnosed with liver fibrosis, 67 (6.0%) with LC, 54 (4.8%) with focal nodular hyperplasia and 7 (0.6%) with HCC. On multivariable analysis, high central venous pressure (CVP) (HR, 1.28 (95% CI 1.01 to 1.63) per 3 mm Hg; p=0.042) and severe atrioventricular valve regurgitation (HR, 6.02 (95% CI 1.53 to 23.77); p=0.010) at the postoperative catheterisation were identified as independent predictors of LC/HCC. CONCLUSIONS Patients with high CVP and/or severe atrioventricular valve regurgitation approximately 1 year after the Fontan operation are at increased risk of developing advanced liver disease in the long term. Whether therapeutic interventions to reduce CVP and atrioventricular valve regurgitation decrease the incidence of advanced liver disease requires further elucidation.
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Affiliation(s)
- Ryo Inuzuka
- Department of Pediatrics, University of Tokyo, Tokyo, Japan
| | - Masaki Nii
- Pediatric Cardiology, Shizuoka Children's Hospital, Shizuoka, Japan
| | - Kei Inai
- Pediatric Cardiology and Adult Congenital Cardiology, Tokyo Women's Medical University, Tokyo, Japan
| | - Eriko Shimada
- Pediatric Cardiology and Adult Congenital Cardiology, Tokyo Women's Medical University, Tokyo, Japan
| | - Tokuko Shinohara
- Pediatric Cardiology and Adult Congenital Cardiology, Tokyo Women's Medical University, Tokyo, Japan
| | - Tomomi Kogiso
- Department of Medicine, Institute of Gastroenterology, Tokyo Women's Medical University, Tokyo, Japan
| | - Hiroshi Ono
- Department of Cardiology, National Center for Child Health and Development, Tokyo, Japan
| | | | | | - Atsuhito Takeda
- Department of Pediatrics, Hokkaido University, Sapporo, Japan
| | - Keiichi Hirono
- Department of Pediatrics, University of Toyama, Toyama, Japan
| | - Kota Takei
- Pediatric Cardiology, Nagano Children's Hospital, Nagano, Japan
| | | | | | - Yoshiyuki Furutani
- Pediatric Cardiology and Adult Congenital Cardiology, Tokyo Women's Medical University, Tokyo, Japan
| | - Tomohiro Shinozaki
- Department of Information and Computer Technology, Faculty of Engineering, Tokyo University, Tokyo, Japan
| | - Yutaka Matsuyama
- Department of Biostatistics, School of Public Health, University of Tokyo, Tokyo, Japan
| | - Hideaki Senzaki
- Comprehensive Support Center for Children's Happy Life and Future, Nihon Institute of Medical Science University, Moroyama-cho, Iruma-gun, Saitama, Japan
| | - Katsutoshi Tokushige
- Department of Medicine, Institute of Gastroenterology, Tokyo Women's Medical University, Tokyo, Japan
| | - Toshio Nakanishi
- Pediatric Cardiology and Adult Congenital Cardiology, Tokyo Women's Medical University, Tokyo, Japan .,Sakakibara Heart Institute Clinic, Shinjuku-ku, Japan
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10
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Kim TH, Woo S, Ebrahimzadeh S, McInnes MDF, Gerst SR, Do RK. Hepatic Adenoma Subtypes on Hepatobiliary Phase of Gadoxetic Acid-Enhanced MRI: Systematic Review and Meta-Analysis. AJR Am J Roentgenol 2023; 220:28-38. [PMID: 35920706 PMCID: PMC11759479 DOI: 10.2214/ajr.22.27989] [Citation(s) in RCA: 20] [Impact Index Per Article: 10.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/30/2022]
Abstract
BACKGROUND. Accumulating evidence indicates that hepatocellular adenoma (HCA) may have a higher frequency of hepatobiliary phase (HBP) iso- or hyperintensity than previously reported. OBJECTIVE. The purpose of this study was to evaluate the proportion of HCA that shows iso- or hyperintensity in the HBP of gadoxetic acid-enhanced MRI, stratified by HCA subtype (HNF1a-inactivated [H-HCA], inflammatory [I-HCA], β-catenin-activated [B-HCA], and unclassified [U-HCA] HCA), and to assess the diagnostic performance of HBP iso- or hyperintensity for differentiating focal nodular hyperplasia (FNH) from HCA. EVIDENCE ACQUISITION. PubMed, Embase, and Cochrane Central Register of Controlled Trials were searched through February 14, 2022, for articles reporting HBP signal intensity on gadoxetic acid-enhanced MRI among pathologically proven HCAs, stratified by subtype. The pooled proportion of HBP iso- or hyperintensity was determined for each subtype and compared using metaregression. Diagnostic performance of HBP iso- or hyperintensity for differentiating FNH from all HCA subtypes combined and from B-HCA and U-HCA combined was assessed using bivariate modeling. EVIDENCE SYNTHESIS. Twenty-eight studies (12 original investigations, 16 case reports or case series) were included, yielding 364 patients with 410 HCAs (112 H-HCAs, 203 I-HCAs, 33 B-HCAs, 62 U-HCAs). Pooled proportion of HBP iso- or hyperintensity was 14% (95% CI, 4-26%) among all HCAs, 0% (95% CI, 0-2%) among H-HCAs, 11% (95% CI, 0-29%) among U-HCAs, 14% (95% CI, 2-31%) among I-HCAs, and 59% (95% CI, 26-88%) among B-HCAs; metaregression showed significant difference among subtypes (p < .001). In four studies reporting diagnostic performance information, HBP iso- or hyperintensity had sensitivity of 99% (95% CI, 57-100%) and specificity of 89% (95% CI, 82-94%) for differentiating FNH from all HCA subtypes and sensitivity of 99% (95% CI, 53-100%) and specificity of 65% (95% CI, 44-80%) for differentiating FNH from B-HCA or U-HCA. CONCLUSION. HCA subtypes other than H-HCA show proportions of HBP iso- or hyperintensity ranging from 11% (U-HCA) to 59% (B-HCA). Low prevalence of B-HCA has contributed to prior reports of high diagnostic performance of HBP iso- or hyperintensity for differentiating FNH from HCA. CLINICAL IMPACT. Radiologists should recognize the low specificity of HBP iso- or hyperintensity on gadoxetic acid-enhanced MRI for differentiating FNH from certain HCA subtypes.
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Affiliation(s)
- Tae-Hyung Kim
- Department of Radiology, Memorial Sloan Kettering Cancer Center, 1275 York Ave, New York, NY 10065
| | - Sungmin Woo
- Department of Radiology, Memorial Sloan Kettering Cancer Center, 1275 York Ave, New York, NY 10065
| | - Sanam Ebrahimzadeh
- Clinical Epidemiology Program, Ottawa Hospital Research Institute, Ottawa, ON, Canada
| | - Matthew D F McInnes
- Clinical Epidemiology Program, Ottawa Hospital Research Institute, Ottawa, ON, Canada
- Department of Radiology, Clinical Epidemiology Program, Ottawa Hospital Research Institute, Ottawa, ON, Canada
| | - Scott R Gerst
- Department of Radiology, Memorial Sloan Kettering Cancer Center, 1275 York Ave, New York, NY 10065
| | - Richard K Do
- Department of Radiology, Memorial Sloan Kettering Cancer Center, 1275 York Ave, New York, NY 10065
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Zhang WB, Hou SZ, Chen YL, Mao F, Dong Y, Chen JG, Wang WP. Deep Learning for Approaching Hepatocellular Carcinoma Ultrasound Screening Dilemma: Identification of α-Fetoprotein-Negative Hepatocellular Carcinoma From Focal Liver Lesion Found in High-Risk Patients. Front Oncol 2022; 12:862297. [PMID: 35720017 PMCID: PMC9204304 DOI: 10.3389/fonc.2022.862297] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/25/2022] [Accepted: 04/14/2022] [Indexed: 12/02/2022] Open
Abstract
BACKGROUND First-line surveillance on hepatitis B virus (HBV)-infected populations with B-mode ultrasound is relatively limited to identifying hepatocellular carcinoma (HCC) without elevated α-fetoprotein (AFP). To improve the present HCC surveillance strategy, the state of the art of artificial intelligence (AI), a deep learning (DL) approach, is proposed to assist in the diagnosis of a focal liver lesion (FLL) in HBV-infected liver background. METHODS Our proposed deep learning model was based on B-mode ultrasound images of surgery that proved 209 HCC and 198 focal nodular hyperplasia (FNH) cases with 413 lesions. The model cohort and test cohort were set at a ratio of 3:1, in which the test cohort was composed of AFP-negative HBV-infected cases. Four additional deep learning models (MobileNet, Resnet50, DenseNet121, and InceptionV3) were also constructed as comparative baselines. To evaluate the models in terms of diagnostic power, sensitivity, specificity, accuracy, confusion matrix, F1-score, and area under the receiver operating characteristic curve (AUC) were calculated in the test cohort. RESULTS The AUC of our model, Xception, achieved 93.68% in the test cohort, superior to other baselines (89.06%, 85.67%, 83.94%, and 78.13% respectively for MobileNet, Resnet50, DenseNet121, and InceptionV3). In terms of diagnostic power, our model showed sensitivity, specificity, accuracy, and F1-score of 96.08%, 76.92%, 86.41%, and 87.50%, respectively, and PPV, NPV, FPR, and FNR calculated from the confusion matrix were respectively 80.33%, 95.24%, 23.08%, and 3.92% in identifying AFP-negative HCC from HBV-infected FLL cases. Satisfactory robustness of our proposed model was shown based on 5-fold cross-validation performed among the models above. CONCLUSIONS Our DL approach has great potential to assist B-mode ultrasound in identifying AFP-negative HCC from FLL found in surveillance of HBV-infected patients.
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Affiliation(s)
- Wei-bin Zhang
- Department of Ultrasound, Zhongshan Hospital of Fudan University, Shanghai, China
- Department of Ultrasound, Zhongshan hospital of Fudan University (Xiamen Branch), Xiamen, China
| | - Si-ze Hou
- Department of Mathematical Sciences, School of Physical Sciences, University of Liverpool, Liverpool, United Kingdom
| | - Yan-ling Chen
- Department of Ultrasound, Zhongshan Hospital of Fudan University, Shanghai, China
| | - Feng Mao
- Department of Ultrasound, Zhongshan Hospital of Fudan University, Shanghai, China
| | - Yi Dong
- Department of Ultrasound, Zhongshan Hospital of Fudan University, Shanghai, China
| | - Jian-gang Chen
- Shanghai Key Laboratory of Multidimensional Information Processing, School of Communication & Electronic Engineering, East China Normal University, Shanghai, China
| | - Wen-ping Wang
- Department of Ultrasound, Zhongshan Hospital of Fudan University, Shanghai, China
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12
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Comparison of the Value of Color Doppler Ultrasound and Multislice Spiral CT in the Differential Diagnosis of Benign and Malignant Nodules in the Liver. CONTRAST MEDIA & MOLECULAR IMAGING 2022; 2022:5251966. [PMID: 35185409 PMCID: PMC8828348 DOI: 10.1155/2022/5251966] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 11/23/2021] [Revised: 12/14/2021] [Accepted: 01/05/2022] [Indexed: 12/24/2022]
Abstract
Objective This study aimed to explore the value of color Doppler ultrasound and multislice spiral CT (MSCT) in the differential diagnosis of benign and malignant nodules in the liver. Methods The clinical imaging data of 102 patients with nodular hepatocellular carcinoma (hepatocellular carcinoma group) and 50 patients with focal nodular hyperplasia (FNH) of the liver (FNH group) admitted to our hospital were collected, and their color Doppler ultrasound and MSCT imaging features were retrospectively analyzed to explore the value of their clinical application in the differential diagnosis of benign and malignant nodules in the liver. Results The sensitivity, accuracy, and negative predictive value of MSCT in the diagnosis of nodular liver cancer were 94.12%, 92.76%, and 88.24%, respectively, which were significantly higher than those of color Doppler ultrasound 79.41%, 84.21%, and 69.12%, and the difference was statistically significant (P < 0.05). Conclusion In conclusion, the value of MSCT in the differential diagnosis of benign and malignant liver nodules was significantly better than color Doppler ultrasound.
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Noreikaite J, Albasha D, Chidambaram V, Arora A, Katti A. Indeterminate liver lesions on gadoxetic acid-enhanced magnetic resonance imaging of the liver: Case-based radiologic-pathologic review. World J Hepatol 2021; 13:1079-1097. [PMID: 34630876 PMCID: PMC8473497 DOI: 10.4254/wjh.v13.i9.1079] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/24/2021] [Revised: 06/24/2021] [Accepted: 08/06/2021] [Indexed: 02/06/2023] Open
Abstract
Different histopathological manifestations of focal liver lesions show varying common and uncommon imaging findings and some pathologies may show similar appearance despite of different histopathology. It is necessary to characterise focal liver lesions accurately as not only benign and malignant lesions are managed differently, but also certain benign lesions have differing management. These lesions are increasingly being detected due to rapid growth of use of cross-sectional imaging as well as improvement in image quality and new imaging techniques. Contrast enhanced magnetic resonance imaging (MRI) is considered the gold standard technique in characterising focal liver lesions. Addition of gadoxetic acid has been shown to significantly increase diagnostic accuracy in the detection and characterization of liver abnormalities. Classic imaging characteristics of common liver lesions, including their behaviour on gadoxetic acid enhanced MRI, have been described in literature over recent years. It is important to be familiar with the typical aspects of these lesions as well as know the uncommon and overlapping imaging features to reach an accurate diagnosis. In this article, we will review the well-described characteristic imaging findings of common and rare focal liver lesions and present several challenging cases encountered in the clinical setting, namely hepatocellular adenoma, focal nodular hyperplasia, hepatic angiomyolipoma, hepatocellular carcinoma, intrahepatic cholangiocarcinoma, neuroendocrine tumours as well as a pleomorphic liposarcoma of the liver.
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Affiliation(s)
- Jurate Noreikaite
- Department of Radiology, Liverpool University Hospitals NHS Foundation Trust, Liverpool L7 8XP, United Kingdom
| | - Dekan Albasha
- Department of Radiology, Liverpool University Hospitals NHS Foundation Trust, Liverpool L7 8XP, United Kingdom
| | - Vijay Chidambaram
- Department of Radiology, Liverpool University Hospitals NHS Foundation Trust, Liverpool L7 8XP, United Kingdom
| | - Ankur Arora
- Department of Radiology, Liverpool University Hospitals NHS Foundation Trust, Liverpool L7 8XP, United Kingdom
| | - Ashok Katti
- Department of Radiology, Liverpool University Hospitals NHS Foundation Trust, Liverpool L7 8XP, United Kingdom
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14
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Takahashi A, Imamura H, Ito R, Kawano F, Gyoda Y, Ichida H, Yoshioka R, Mise Y, Fukumura Y, Sano K, Saiura A. A case report of fibrolamellar hepatocellular carcinoma, with particular reference to preoperative diagnosis, value of molecular genetic diagnosis, and cell origin. Surg Case Rep 2021; 7:208. [PMID: 34533614 PMCID: PMC8448801 DOI: 10.1186/s40792-021-01295-4] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/12/2021] [Accepted: 09/10/2021] [Indexed: 01/12/2023] Open
Abstract
Background Fibrolamellar hepatocellular carcinoma (FL-HCC) is a liver tumor that occurs almost exclusively in young adults without underlying liver disease. In spite of its distinct clinical characteristics and specific imaging findings, preoperative diagnosis is often difficult due to the extremely low incidence of the tumor. Although FL-HCC shows particular morphological features on H&E-stained tissue sections, differential diagnosis from ordinary HCC, especially the scirrhous variant of HCC, and intrahepatic cholangiocarcinoma needs additional immunohistochemical (IHC) analyses and/or molecular genetic testing. Case presentation A 21-year-old male patient was referred to our hospital for further evaluation of a large liver mass. Abdominal ultrasound examination, contrast-enhanced computed tomography, and magnetic resonance imaging revealed a well-defined hypervascular lobulated liver mass, 11 × 11 cm in diameter, with a central scar and calcification, in segments 5/8. Under the diagnosis of FL-HCC, we carried out extended anterior sectorectomy, including a part of segment 4. On microscopic examination, the tumor was composed of proliferating polygonal cells with abundant eosinophilic granular cytoplasm containing nuclei with vesicular chromatin and enlarged nucleoli, in an abundant stroma. Collagen fibers arranged in a parallel lamellar pattern were seen in the tumor stroma. These findings, together with the results of subsequent IHC analyses using HAS, CK7, and CD 67, we made the diagnosis of FL-HCC, which was further confirmed by detection of the DNAJB1-PRKACA fusion gene in the tumor cells by RT-PCR. Conclusion FL-HCC shows distinct imaging appearances. Although it also has characteristic morphological features, combined use of IHC and/or molecular genetic studies are necessary for the final diagnosis.
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Affiliation(s)
- Atsushi Takahashi
- Department of Hepatobiliary-Pancreatic Surgery, Juntendo University School of Medicine, Juntendo University Hospital, 3-1-1 Hongo, Bunkyo-Ku, Tokyo, 113-0033, Japan
| | - Hiroshi Imamura
- Department of Hepatobiliary-Pancreatic Surgery, Juntendo University School of Medicine, Juntendo University Hospital, 3-1-1 Hongo, Bunkyo-Ku, Tokyo, 113-0033, Japan
| | - Ryota Ito
- Department of Hepatobiliary-Pancreatic Surgery, Juntendo University School of Medicine, Juntendo University Hospital, 3-1-1 Hongo, Bunkyo-Ku, Tokyo, 113-0033, Japan
| | - Fumihiro Kawano
- Department of Hepatobiliary-Pancreatic Surgery, Juntendo University School of Medicine, Juntendo University Hospital, 3-1-1 Hongo, Bunkyo-Ku, Tokyo, 113-0033, Japan
| | - Yu Gyoda
- Department of Hepatobiliary-Pancreatic Surgery, Juntendo University School of Medicine, Juntendo University Hospital, 3-1-1 Hongo, Bunkyo-Ku, Tokyo, 113-0033, Japan
| | - Hirofumi Ichida
- Department of Hepatobiliary-Pancreatic Surgery, Juntendo University School of Medicine, Juntendo University Hospital, 3-1-1 Hongo, Bunkyo-Ku, Tokyo, 113-0033, Japan
| | - Ryuji Yoshioka
- Department of Hepatobiliary-Pancreatic Surgery, Juntendo University School of Medicine, Juntendo University Hospital, 3-1-1 Hongo, Bunkyo-Ku, Tokyo, 113-0033, Japan
| | - Yoshihiro Mise
- Department of Hepatobiliary-Pancreatic Surgery, Juntendo University School of Medicine, Juntendo University Hospital, 3-1-1 Hongo, Bunkyo-Ku, Tokyo, 113-0033, Japan
| | - Yuki Fukumura
- Department of Pathology, Juntendo University School of Medicine, Tokyo, Japan
| | - Katsuhiro Sano
- Department of Radiology, Juntendo University School of Medicine, Tokyo, Japan
| | - Akio Saiura
- Department of Hepatobiliary-Pancreatic Surgery, Juntendo University School of Medicine, Juntendo University Hospital, 3-1-1 Hongo, Bunkyo-Ku, Tokyo, 113-0033, Japan.
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Nie P, Wang N, Pang J, Yang G, Duan S, Chen J, Xu W. CT-Based Radiomics Nomogram: A Potential Tool for Differentiating Hepatocellular Adenoma From Hepatocellular Carcinoma in the Noncirrhotic Liver. Acad Radiol 2021; 28:799-807. [PMID: 32386828 DOI: 10.1016/j.acra.2020.04.027] [Citation(s) in RCA: 23] [Impact Index Per Article: 5.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/22/2020] [Revised: 04/08/2020] [Accepted: 04/18/2020] [Indexed: 02/06/2023]
Abstract
RATIONALE AND OBJECTIVES To evaluate the value of a radiomics nomogram for preoperative differentiating hepatocellular adenoma (HCA) from hepatocellular carcinoma (HCC) in the noncirrhotic liver. MATERIALS AND METHODS One hundred and thirty-one patients with HCA (n = 46) and HCC (n = 85) were divided into a training set (n = 93) and a test set (n = 38). Clinical data and CT findings were analyzed. Radiomics features were extracted from the triphasic contrast CT images. A radiomics signature was constructed with the least absolute shrinkage and selection operator algorithm and a radiomics score was calculated. Combined with the radiomics score and independent clinical factors, a radiomics nomogram was developed by multivariate logistic regression analysis. The performance of the radiomics nomogram was assessed by calibration, discrimination and clinical usefulness. RESULTS Gender, age, and enhancement pattern were the independent clinical factors. Three thousand seven hundred and sixty-eight features were extracted and reduced to 7 features as the optimal discriminators to build the radiomics signature. The radiomics nomogram (area under the curve [AUC], 0.96; 95% confidence interval [CI], 0.93-0.99) and the clinical factors model (AUC, 0.93; 95%CI, 0.88-0.99) showed better discrimination capability (p = 0.001 and 0.047) than the radiomics signature (AUC, 0.83; 95%CI, 0.74-0.92) in the training set. In the test set, the radiomics nomogram (AUC, 0.94; 95%CI, 0.87-1.00) performed better (p = 0.013) than the radiomics signature (AUC, 0.75; 95%CI, 0.59-0.91). Decision curve analysis showed the radiomics nomogram outperformed the clinical factors model and the radiomics signature in terms of clinical usefulness. CONCLUSION The CT-based radiomics nomogram has the potential to accurately differentiate HCA from HCC in the noncirrhotic liver.
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Zhu M, Li H, Wang C, Yang B, Wang X, Hou F, Yang S, Wang Y, Guo X, Qi X. Focal nodular hyperplasia mimicking hepatocellular adenoma and carcinoma in two cases. Drug Discov Ther 2021; 15:112-117. [PMID: 33952777 DOI: 10.5582/ddt.2021.01033] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/07/2023]
Abstract
Focal nodular hyperplasia (FNH) is a solid benign tumor of the liver, predominantly in young women. A correct diagnosis of FNH is essential for making appropriate clinical decisions and avoiding unnecessary liver resection. Herein, we reported that two male cases with FNH, who initially presented with persistent abdominal discomfort, were misdiagnosed with hepatocellular adenoma (HCA) and hepatocellular carcinoma (HCC) on contrast-enhanced magnetic resonance imaging and computed tomography scans, respectively. After surgery, a histological diagnosis of FNH was finally established. In this paper, we also reviewed the knowledge regarding diagnosis and differential diagnosis of FNH on imaging examinations, which are helpful for avoiding misdiagnoses and guiding clinical interventions.
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Affiliation(s)
- Menghua Zhu
- Department of Gastroenterology, General Hospital of Northern Theater Command, Shenyang, China
- Postgraduate College, Jinzhou Medical University, Jinzhou, China
| | - Hongyu Li
- Department of Gastroenterology, General Hospital of Northern Theater Command, Shenyang, China
| | - Chunhui Wang
- Department of Hepatobiliary Surgery, General Hospital of Northern Theater Command, Shenyang, China
| | - Benqiang Yang
- Department of Radiology, General Hospital of Northern Theater Command, Shenyang, China
| | - Xuehan Wang
- Department of Pathology, General Hospital of Northern Theater Command, Shenyang, China
| | - Feifei Hou
- Department of Gastroenterology, General Hospital of Northern Theater Command, Shenyang, China
| | - Shengye Yang
- Department of Gastroenterology, General Hospital of Northern Theater Command, Shenyang, China
| | - Yuye Wang
- Department of Gastroenterology, General Hospital of Northern Theater Command, Shenyang, China
- Postgraduate College, Jinzhou Medical University, Jinzhou, China
| | - Xiaozhong Guo
- Department of Gastroenterology, General Hospital of Northern Theater Command, Shenyang, China
| | - Xingshun Qi
- Department of Gastroenterology, General Hospital of Northern Theater Command, Shenyang, China
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Auer TA, Walter-Rittel T, Geisel D, Schöning W, Schmelzle M, Müller T, Sinn B, Denecke T, Hamm B, Fehrenbach U. HBP-enhancing hepatocellular adenomas and how to discriminate them from FNH in Gd-EOB MRI. BMC Med Imaging 2021; 21:28. [PMID: 33588783 PMCID: PMC7885421 DOI: 10.1186/s12880-021-00552-0] [Citation(s) in RCA: 14] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/26/2020] [Accepted: 01/19/2021] [Indexed: 12/19/2022] Open
Abstract
BACKGROUND Recent studies provide evidence that hepatocellular adenomas (HCAs) frequently take up gadoxetic acid (Gd-EOB) during the hepatobiliary phase (HBP). The purpose of our study was to investigate how to differentiate between Gd-EOB-enhancing HCAs and focal nodular hyperplasias (FNHs). We therefore retrospectively included 40 HCAs classified as HBP Gd-EOB-enhancing lesions from a sample of 100 histopathologically proven HCAs in 65 patients. These enhancing HCAs were matched retrospectively with 28 FNH lesions (standard of reference: surgical resection). Two readers (experienced abdominal radiologists blinded to clinical data) reviewed the images evaluating morphologic features and subjectively scoring Gd-EOB uptake (25-50%, 50-75% and 75-100%) for each lesion. Quantitative lesion-to-liver enhancement was measured in arterial, portal venous (PV), transitional and HBP. Additionally, multivariate regression analyses were performed. RESULTS Subjective scoring of intralesional Gd-EOB uptake showed the highest discriminatory accuracies (AUC: 0.848 (R#1); 0.920 (R#2)-p < 0.001) with significantly higher uptake scores assigned to FNHs (Cut-off: 75%-100%). Typical lobulation and presence of a central scar in FNH achieved an accuracy of 0.750 or higher in at least one reader (lobulation-AUC: 0.809 (R#1); 0.736 (R#2); central scar-AUC: 0.595 (R#1); 0.784 (R#2)). The multivariate regression emphasized the discriminatory power of the Gd-EOB scoring (p = 0.001/OR:22.15 (R#1) and p < 0.001/OR:99.12 (R#2). The lesion-to-liver ratio differed significantly between FNH and HCA in the PV phase and HBP (PV: 132.9 (FNH) and 110.2 (HCA), p = 0.048 and HBP: 110.3 (FNH) and 39.2 (HCA), p < 0.001)), while the difference was not significant in arterial and transitional contrast phases (p > 0.05). CONCLUSION Even in HBP-enhancing HCA, characterization of Gd-EOB uptake was found to provide the strongest discriminatory power in differentiating HCA from FNH. Furthermore, a lobulated appearance and a central scar are more frequently seen in FNH than in HCA.
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Affiliation(s)
- Timo Alexander Auer
- Klinik Für Radiologie, Campus Virchow-Klinikum, Charité - Universitätsmedizin Berlin, Augustenburger Platz 1, 13353, Berlin, Germany.
- Berlin Institute of Health (BIH), Anna-Louisa-Karsch-Straße 2, 10178, Berlin, 10178, Germany.
| | - Thula Walter-Rittel
- Klinik Für Radiologie, Campus Virchow-Klinikum, Charité - Universitätsmedizin Berlin, Augustenburger Platz 1, 13353, Berlin, Germany
| | - Dominik Geisel
- Klinik Für Radiologie, Campus Virchow-Klinikum, Charité - Universitätsmedizin Berlin, Augustenburger Platz 1, 13353, Berlin, Germany
| | - Wenzel Schöning
- Department of Surgery, Campus Charité Mitte | Campus Virchow-Klinikum, Charité - Universitätsmedizin Berlin, Augustenburger Platz 1, Berlin, 13353, Germany
| | - Moritz Schmelzle
- Department of Surgery, Campus Charité Mitte | Campus Virchow-Klinikum, Charité - Universitätsmedizin Berlin, Augustenburger Platz 1, Berlin, 13353, Germany
| | - Tobias Müller
- Medizinische Klinik mit Schwerpunkt Hepatologie und Gastroenterologie, Campus Virchow Klinikum, Charité - Universitätsmedizin Berlin, Berlin, Germany
| | - Bruno Sinn
- Institute of Pathology, Charité - Universitätsmedizin Berlin, Charitéplatz 1, Berlin, 10117, Germany
| | - Timm Denecke
- Department of Diagnostic and Interventional Radiology, Universitätsklinikum Leipzig, Liebigstraße 20, Leipzig, 04103, Germany
| | - Bernd Hamm
- Klinik Für Radiologie, Campus Virchow-Klinikum, Charité - Universitätsmedizin Berlin, Augustenburger Platz 1, 13353, Berlin, Germany
| | - Uli Fehrenbach
- Klinik Für Radiologie, Campus Virchow-Klinikum, Charité - Universitätsmedizin Berlin, Augustenburger Platz 1, 13353, Berlin, Germany
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18
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Kovac JD, Ivanovic A, Milovanovic T, Micev M, Alessandrino F, Gore RM. An overview of hepatocellular carcinoma with atypical enhancement pattern: spectrum of magnetic resonance imaging findings with pathologic correlation. Radiol Oncol 2021; 55:130-143. [PMID: 33544992 PMCID: PMC8042819 DOI: 10.2478/raon-2021-0004] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/09/2020] [Accepted: 12/15/2020] [Indexed: 02/06/2023] Open
Abstract
BACKGROUND In the setting of cirrhotic liver, the diagnosis of hepatocellular carcinoma (HCC) is straightforward when typical imaging findings consisting of arterial hypervascularity followed by portal-venous washout are present in nodules larger than 1 cm. However, due to the complexity of hepatocarcinogenesis, not all HCCs present with typical vascular behaviour. Atypical forms such as hypervascular HCC without washout, isovascular or even hypovascular HCC can pose diagnostic dilemmas. In such cases, it is important to consider also the appearance of the nodules on diffusion-weighted imaging and hepatobiliary phase. In this regard, diffusion restriction and hypointensity on hepatobiliary phase are suggestive of malignancy. If both findings are present in hypervascular lesion without washout, or even in iso- or hypovascular lesion in cirrhotic liver, HCC should be considered. Moreover, other ancillary imaging findings such as the presence of the capsule, fat content, signal intensity on T2-weighted image favour the diagnosis of HCC. Another form of atypical HCCs are lesions which show hyperintensity on hepatobiliary phase. Therefore, the aim of the present study was to provide an overview of HCCs with atypical enhancement pattern, and focus on their magnetic resonance imaging (MRI) features. CONCLUSIONS In order to correctly characterize atypical HCC lesions in cirrhotic liver it is important to consider not only vascular behaviour of the nodule, but also ancillary MRI features, such as diffusion restriction, hepatobiliary phase hypointensity, and T2-weighted hyperintensity. Fat content, corona enhancement, mosaic architecture are other MRI feautures which favour the diagnosis of HCC even in the absence of typical vascular profile.
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Affiliation(s)
- Jelena Djokic Kovac
- Center for Radiology and MRI, Clinical Center Serbia, School of Medicine, University of Belgrade; Belgrade, Serbia
| | - Aleksandar Ivanovic
- Center for Radiology and MRI, Clinical Center Serbia, School of Medicine, University of Belgrade; Belgrade, Serbia
| | - Tamara Milovanovic
- Clinic for Gastroenterology and Hepatology, Clinical Center of Serbia School of Medicine, University of Belgrade; Belgrade, Serbia
| | - Marjan Micev
- Departament of Digestive Pathology, Clinical Center of Serbia, Belgrade, Serbia
| | - Francesco Alessandrino
- Division of Abdominal Imaging, Department of Radiology, Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, USA
| | - Richard M. Gore
- Department of Gastrointestinal Radiology, NorthShore University, Evanston, Pritzker School of Medicine at the University of Chicago, ChicagoUSA
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Vernuccio F, Gagliano DS, Cannella R, Ba-Ssalamah A, Tang A, Brancatelli G. Spectrum of liver lesions hyperintense on hepatobiliary phase: an approach by clinical setting. Insights Imaging 2021; 12:8. [PMID: 33432491 PMCID: PMC7801550 DOI: 10.1186/s13244-020-00928-w] [Citation(s) in RCA: 26] [Impact Index Per Article: 6.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/20/2020] [Accepted: 10/14/2020] [Indexed: 12/13/2022] Open
Abstract
Hepatobiliary MRI contrast agents are increasingly being used for liver imaging. In clinical practice, most focal liver lesions do not uptake hepatobiliary contrast agents. Less commonly, hepatic lesions may show variable signal characteristics on hepatobiliary phase. This pictorial essay reviews a broad spectrum of benign and malignant focal hepatic observations that may show hyperintensity on hepatobiliary phase in various clinical settings. In non-cirrhotic patients, focal hepatic observations that show hyperintensity in the hepatobiliary phase are usually benign and typically include focal nodular hyperplasia. In patients with primary or secondary vascular disorders, focal nodular hyperplasia-like lesions arise as a local hyperplastic response to vascular alterations and tend to be iso- or hyperintense in the hepatobiliary phase. In oncologic patients, metastases and cholangiocarcinoma are hypointense lesions in the hepatobiliary phase; however, occasionally they may show a diffuse, central and inhomogeneous hepatobiliary paradoxical uptake with peripheral rim hypointensity. Post-chemotherapy focal nodular hyperplasia-like lesions may be tricky, and their typical hyperintense rim in the hepatobiliary phase is very helpful for the differential diagnosis with metastases. In cirrhotic patients, hepatocellular carcinoma may occasionally appear hyperintense on hepatobiliary phase.
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Affiliation(s)
- Federica Vernuccio
- Department of Health Promotion, Mother and Child Care, Internal Medicine and Medical Specialties (PROMISE), University of Palermo, Via del Vespro, 129, 90127, Palermo, Italy. .,University Paris Diderot, Sorbonne Paris Cité, Paris, France. .,I.R.C.C.S. Centro Neurolesi Bonino Pulejo, Contrada Casazza, SS113, 98124, Messina, Italy. .,Department of Biomedicine, Neuroscience and Advanced Diagnostics (Bi.N.D.), University Hospital of Palermo, Via del Vespro 129, 90127, Palermo, Italy.
| | - Domenico Salvatore Gagliano
- Department of Biomedicine, Neuroscience and Advanced Diagnostics (Bi.N.D.), University Hospital of Palermo, Via del Vespro 129, 90127, Palermo, Italy
| | - Roberto Cannella
- Department of Health Promotion, Mother and Child Care, Internal Medicine and Medical Specialties (PROMISE), University of Palermo, Via del Vespro, 129, 90127, Palermo, Italy.,Department of Biomedicine, Neuroscience and Advanced Diagnostics (Bi.N.D.), University Hospital of Palermo, Via del Vespro 129, 90127, Palermo, Italy
| | - Ahmed Ba-Ssalamah
- Department of Biomedical Imaging and Image-Guided Therapy, Medical University of Vienna, General Hospital of Vienna (AKH), Waehringer Guertel 18-20, 1090, Vienna, Austria
| | - An Tang
- Department of Radiology, Centre Hospitalier de l'Université de Montréal (CHUM), Montreal, QC, Canada.,Centre de Recherche du Centre hospitalier de l'Université de Montréal (CRCHUM), Montreal, QC, Canada.,Department of Radiology, Radio-Oncology and Nuclear Medicine, University of Montreal, Montreal, Canada
| | - Giuseppe Brancatelli
- Department of Biomedicine, Neuroscience and Advanced Diagnostics (Bi.N.D.), University Hospital of Palermo, Via del Vespro 129, 90127, Palermo, Italy
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Li CG, Zhou ZP, Tan XL, Wang ZZ, Liu Q, Zhao ZM. Robotic resection of liver focal nodal hyperplasia guided by indocyanine green fluorescence imaging: A preliminary analysis of 23 cases. World J Gastrointest Oncol 2020; 12:1407-1415. [PMID: 33362911 PMCID: PMC7739148 DOI: 10.4251/wjgo.v12.i12.1407] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/17/2020] [Revised: 09/28/2020] [Accepted: 10/26/2020] [Indexed: 02/05/2023] Open
Abstract
BACKGROUND Focal nodal hyperplasia (FNH) is a common benign tumor of the liver. It occurs mostly in people aged 40-50 years and 90% of the patients are female. FNH can be cured by local resection. How to locate and judge the tumor boundary in real time is often a challenge for surgeons.
AIM To summarize the technique and feasibility of robotic resection of FNH guided by indocyanine green (ICG) fluorescence imaging.
METHODS The demographics and perioperative outcomes of a consecutive series of patients who underwent robotic resection of liver FNH guided by ICG fluorescence imaging between May 1, 2018 and September 30, 2019 were retrospectively analyzed. ICG was injected through the median elbow vein in all the patients at a dose of 0.25 mg/kg 48 h before the operation. During the operation, the position of FNH in the liver was located in the fluorescence mode of the Da Vinci Si robot operating system and the tumor boundary was determined during the resection.
RESULTS Among the 23 patients, there were 11 males and 12 females, with a mean age of 30.5 ± 9.3 years. Twenty-two cases completed robotic resection, while one (4.3%) case converted to open surgery. In the robotic surgery group, the operation time was 35-340 min with a median of 120 min, the intraoperative bleeding was 10-800 mL with a median of 50 mL, and the postoperative hospital stay was 1-7 d with a median of 4 d. Biliary fistula occurred in two (8.7%) patients after robotic operation and they both recovered after conservative treatment. One (4.3%) patient received blood transfusion and there was no death in this study. The postoperative hospital stay in the small tumor group was significantly shorter than that in the large tumor group (P < 0.05).
CONCLUSION ICG fluorescence imaging can guide the surgeon to perform robotic resection of liver FNH by locating the tumor and displaying the tumor boundary in real time. It is a safe and feasible method to ensure the complete resection of the tumor.
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Affiliation(s)
- Cheng-Gang Li
- Second Department of Hepatobiliary Surgery, Chinese PLA General Hospital, Beijing 100853, China
| | - Zhi-Peng Zhou
- Second Department of Hepatobiliary Surgery, Chinese PLA General Hospital, Beijing 100853, China
| | - Xiang-Long Tan
- Second Department of Hepatobiliary Surgery, Chinese PLA General Hospital, Beijing 100853, China
| | - Zi-Zheng Wang
- Second Department of Hepatobiliary Surgery, Chinese PLA General Hospital, Beijing 100853, China
| | - Qu Liu
- Second Department of Hepatobiliary Surgery, Chinese PLA General Hospital, Beijing 100853, China
| | - Zhi-Ming Zhao
- Second Department of Hepatobiliary Surgery, Chinese PLA General Hospital, Beijing 100853, China
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21
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Nie P, Yang G, Guo J, Chen J, Li X, Ji Q, Wu J, Cui J, Xu W. A CT-based radiomics nomogram for differentiation of focal nodular hyperplasia from hepatocellular carcinoma in the non-cirrhotic liver. Cancer Imaging 2020; 20:20. [PMID: 32093786 PMCID: PMC7041197 DOI: 10.1186/s40644-020-00297-z] [Citation(s) in RCA: 49] [Impact Index Per Article: 9.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/17/2019] [Accepted: 02/19/2020] [Indexed: 02/07/2023] Open
Abstract
Background The purpose of this study was to develop and validate a radiomics nomogram for preoperative differentiating focal nodular hyperplasia (FNH) from hepatocellular carcinoma (HCC) in the non-cirrhotic liver. Methods A total of 156 patients with FNH (n = 55) and HCC (n = 101) were divided into a training set (n = 119) and a validation set (n = 37). Radiomics features were extracted from triphasic contrast CT images. A radiomics signature was constructed with the least absolute shrinkage and selection operator algorithm, and a radiomics score (Rad-score) was calculated. Clinical data and CT findings were assessed to build a clinical factors model. Combined with the Rad-score and independent clinical factors, a radiomics nomogram was constructed by multivariate logistic regression analysis. Nomogram performance was assessed with respect to discrimination and clinical usefulness. Results Four thousand two hundred twenty-seven features were extracted and reduced to 10 features as the most important discriminators to build the radiomics signature. The radiomics signature showed good discrimination in the training set (AUC [area under the curve], 0.964; 95% confidence interval [CI], 0.934–0.995) and the validation set (AUC, 0.865; 95% CI, 0.725–1.000). Age, Hepatitis B virus infection, and enhancement pattern were the independent clinical factors. The radiomics nomogram, which incorporated the Rad-score and clinical factors, showed good discrimination in the training set (AUC, 0.979; 95% CI, 0.959–0.998) and the validation set (AUC, 0.917; 95% CI, 0.800–1.000), and showed better discrimination capability (P < 0.001) compared with the clinical factors model (AUC, 0.799; 95% CI, 0.719–0.879) in the training set. Decision curve analysis showed the nomogram outperformed the clinical factors model in terms of clinical usefulness. Conclusions The CT-based radiomics nomogram, a noninvasive preoperative prediction tool that incorporates the Rad-score and clinical factors, shows favorable predictive efficacy for differentiating FNH from HCC in the non-cirrhotic liver, which might facilitate clinical decision-making process.
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Affiliation(s)
- Pei Nie
- Department of Radiology, the Affiliated Hospital of Qingdao University, No.16, Jiangsu Road, Qingdao, 266000, Shandong, China
| | - Guangjie Yang
- Department of Nuclear Medicine, the Affiliated Hospital of Qingdao University, Qingdao, Shandong, China
| | - Jian Guo
- Department of Radiology, the Affiliated Hospital of Qingdao University, No.16, Jiangsu Road, Qingdao, 266000, Shandong, China
| | - Jingjing Chen
- Department of Radiology, the Affiliated Hospital of Qingdao University, No.16, Jiangsu Road, Qingdao, 266000, Shandong, China
| | - Xiaoli Li
- Department of Radiology, the Affiliated Hospital of Qingdao University, No.16, Jiangsu Road, Qingdao, 266000, Shandong, China
| | - Qinglian Ji
- Department of Radiology, the Affiliated Hospital of Qingdao University, No.16, Jiangsu Road, Qingdao, 266000, Shandong, China
| | - Jie Wu
- Department of Pathology, the Affiliated Hospital of Qingdao University, Qingdao, Shandong, China
| | - Jingjing Cui
- Huiying Medical Technology Co., Ltd, Beijing, China
| | - Wenjian Xu
- Department of Radiology, the Affiliated Hospital of Qingdao University, No.16, Jiangsu Road, Qingdao, 266000, Shandong, China.
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Gadoxetic acid-enhanced MR imaging for hepatocellular carcinoma: molecular and genetic background. Eur Radiol 2020; 30:3438-3447. [PMID: 32064560 DOI: 10.1007/s00330-020-06687-y] [Citation(s) in RCA: 39] [Impact Index Per Article: 7.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/16/2019] [Revised: 01/03/2020] [Accepted: 01/29/2020] [Indexed: 02/07/2023]
Abstract
Gadoxetic acid-enhanced magnetic resonance imaging (MRI) plays important roles in diagnosis of hepatic lesions because of its superiority in the detectability of small lesions, its differentiation ability, and its utility for the early diagnosis of hepatocellular carcinoma (HCC). In HCC, expression of organic anion transporting polypeptide (OATP) 1B3 correlates with the enhancement ratio in the hepatobiliary phase. Gadoxetic acid-enhanced MRI, an indirect molecular imaging method, reflects OATP1B3 expression in HCC. OATP1B3 expression gradually decreases from the dysplastic nodule stage to advanced HCC. Decreased expression is a sensitive marker of multistep hepatocarcinogenesis, especially in the early stages. Hypervascular HCCs commonly show hypointensity in the hepatobiliary phase corresponding to a decrease in OATP1B3; however, approximately 10% of HCCs show hyperintensity due to OATP1B3 overexpression. This hyperintense HCC shows less aggressive biological features and has a better prognosis than hypointense HCC. Hyperintense HCC can be classified into a genetic subtype of HCC with a mature hepatocyte-like molecular expression. OATP1B3 expression and the less aggressive nature of hyperintense HCC are regulated by the molecular interaction of β-catenin signaling and hepatocyte nuclear factor 4α, a tumor suppressor factor. Gadoxetic acid-enhanced MR imaging has the potential to be an imaging biomarker for HCC. KEY POINTS: • The hepatobiliary phase is a sensitive indirect indicator of organic anion transporting polypeptide1B3 (OATP1B3) expression in hepatocellular carcinoma (HCC). • The OATP1B3 expression, namely, enhancement in the hepatobiliary phase, decreases from the very early stage of hepatocarcinogenesis, contributing to early diagnosis of HCC. • HCC showing hyperintensity on the hepatobiliary phase is a peculiar genetic subtype of HCC with OATP1B3 overexpression, a less aggressive nature, and mature hepatocyte-like molecular/genetic features.
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Abstract
Contrast enhanced MRI of the liver provides valuable information in the evaluation of both chronic liver disease and focal liver lesions. Currently, two classes of MRI contrast agents are available for clinical use, namely the extracellular contrast agent (ECA) and the hepatobiliary agent (HBA). The use of appropriate contrast agents for liver MRI requires knowledge of the clinical situation and question to be answered. ECAs have been used for decades since their introduction into clinical practice and provide excellent dynamic phase information that is useful in characterizing focal liver lesions. In the last decade, HBAs, particularly Gadoxetate, have been found useful for characterizing lesions with functioning hepatocytes and more importantly in evaluating the biliary tree. Gadoxetate, however, provides less satisfactory dynamic phase images compared to ECAs, particularly during the arterial phase. In this perspective article, we will discuss the various intravenous contrast agents used for liver MRI and their ideal utilization.
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Fujita N, Nishie A, Asayama Y, Ishigami K, Ushijima Y, Kakihara D, Nakayama T, Morita K, Ishimatsu K, Honda H. Hyperintense Liver Masses at Hepatobiliary Phase Gadoxetic Acid–enhanced MRI: Imaging Appearances and Clinical Importance. Radiographics 2020; 40:72-94. [DOI: 10.1148/rg.2020190037] [Citation(s) in RCA: 17] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/14/2022]
Affiliation(s)
- Nobuhiro Fujita
- From the Departments of Clinical Radiology (N.F., A.N., K. Ishigami, Y.U., D.K., K.M., K. Ishimatsu, H.H.), Advanced Imaging and Interventional Radiology (Y.A.), and Molecular Imaging and Diagnosis (T.N.), Graduate School of Medical Sciences, Kyushu University, 3-1-1 Maidashi, Higashi-ku, Fukuoka 812-8582, Japan
| | - Akihiro Nishie
- From the Departments of Clinical Radiology (N.F., A.N., K. Ishigami, Y.U., D.K., K.M., K. Ishimatsu, H.H.), Advanced Imaging and Interventional Radiology (Y.A.), and Molecular Imaging and Diagnosis (T.N.), Graduate School of Medical Sciences, Kyushu University, 3-1-1 Maidashi, Higashi-ku, Fukuoka 812-8582, Japan
| | - Yoshiki Asayama
- From the Departments of Clinical Radiology (N.F., A.N., K. Ishigami, Y.U., D.K., K.M., K. Ishimatsu, H.H.), Advanced Imaging and Interventional Radiology (Y.A.), and Molecular Imaging and Diagnosis (T.N.), Graduate School of Medical Sciences, Kyushu University, 3-1-1 Maidashi, Higashi-ku, Fukuoka 812-8582, Japan
| | - Kousei Ishigami
- From the Departments of Clinical Radiology (N.F., A.N., K. Ishigami, Y.U., D.K., K.M., K. Ishimatsu, H.H.), Advanced Imaging and Interventional Radiology (Y.A.), and Molecular Imaging and Diagnosis (T.N.), Graduate School of Medical Sciences, Kyushu University, 3-1-1 Maidashi, Higashi-ku, Fukuoka 812-8582, Japan
| | - Yasuhiro Ushijima
- From the Departments of Clinical Radiology (N.F., A.N., K. Ishigami, Y.U., D.K., K.M., K. Ishimatsu, H.H.), Advanced Imaging and Interventional Radiology (Y.A.), and Molecular Imaging and Diagnosis (T.N.), Graduate School of Medical Sciences, Kyushu University, 3-1-1 Maidashi, Higashi-ku, Fukuoka 812-8582, Japan
| | - Daisuke Kakihara
- From the Departments of Clinical Radiology (N.F., A.N., K. Ishigami, Y.U., D.K., K.M., K. Ishimatsu, H.H.), Advanced Imaging and Interventional Radiology (Y.A.), and Molecular Imaging and Diagnosis (T.N.), Graduate School of Medical Sciences, Kyushu University, 3-1-1 Maidashi, Higashi-ku, Fukuoka 812-8582, Japan
| | - Tomohiro Nakayama
- From the Departments of Clinical Radiology (N.F., A.N., K. Ishigami, Y.U., D.K., K.M., K. Ishimatsu, H.H.), Advanced Imaging and Interventional Radiology (Y.A.), and Molecular Imaging and Diagnosis (T.N.), Graduate School of Medical Sciences, Kyushu University, 3-1-1 Maidashi, Higashi-ku, Fukuoka 812-8582, Japan
| | - Koichiro Morita
- From the Departments of Clinical Radiology (N.F., A.N., K. Ishigami, Y.U., D.K., K.M., K. Ishimatsu, H.H.), Advanced Imaging and Interventional Radiology (Y.A.), and Molecular Imaging and Diagnosis (T.N.), Graduate School of Medical Sciences, Kyushu University, 3-1-1 Maidashi, Higashi-ku, Fukuoka 812-8582, Japan
| | - Keisuke Ishimatsu
- From the Departments of Clinical Radiology (N.F., A.N., K. Ishigami, Y.U., D.K., K.M., K. Ishimatsu, H.H.), Advanced Imaging and Interventional Radiology (Y.A.), and Molecular Imaging and Diagnosis (T.N.), Graduate School of Medical Sciences, Kyushu University, 3-1-1 Maidashi, Higashi-ku, Fukuoka 812-8582, Japan
| | - Hiroshi Honda
- From the Departments of Clinical Radiology (N.F., A.N., K. Ishigami, Y.U., D.K., K.M., K. Ishimatsu, H.H.), Advanced Imaging and Interventional Radiology (Y.A.), and Molecular Imaging and Diagnosis (T.N.), Graduate School of Medical Sciences, Kyushu University, 3-1-1 Maidashi, Higashi-ku, Fukuoka 812-8582, Japan
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25
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Vernuccio F, Cannella R, Porrello G, Calandra A, Midiri M, Furlan A, Brancatelli G. Uncommon imaging evolutions of focal liver lesions in cirrhosis. Abdom Radiol (NY) 2019; 44:3069-3077. [PMID: 31222462 DOI: 10.1007/s00261-019-02101-4] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/12/2022]
Abstract
OBJECTIVE The purpose of this article is to describe and illustrate uncommon imaging evolutions of benign (i.e., cyst, hemangioma, focal nodular hyperplasia-like nodules, and hepatic angiomyolipoma) and malignant (i.e., HCC and non HCC malignancies) lesions in a cirrhotic liver. The content highlights relevant pathogenesis and imaging clues for proper differential diagnosis. Revision of prior imaging and knowledge of these scenarios may help the abdominal radiologist to reach a noninvasive diagnosis and direct the patient to the most appropriate clinical management. CONCLUSION Uncommon imaging evolutions of focal liver lesions in cirrhosis may represent a challenge for the abdominal radiologist, with atypical changes in size, and internal vascularization changes that may lead to misdiagnoses.
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Affiliation(s)
- Federica Vernuccio
- Dipartimento Promozione della Salute, Materno-Infantile, Medicina Interna e Specialistica di Eccellenza "G.D'Alessandro" (PROMISE), University of Palermo, Piazza delle Cliniche n.2, 90127, Palermo, Italy.
- University Paris Diderot, Sorbonne Paris Cité, Paris, France.
- I.R.C.C.S. Centro Neurolesi Bonino Pulejo, Contrada Casazza, SS113, 98124, Messina, Italy.
| | - Roberto Cannella
- Dipartimento di Biomedicina, Neuroscienze e Diagnostica avanzata (BIND), University Hospital of Palermo, Via del Vespro 129, 90127, Palermo, Italy
| | - Giorgia Porrello
- Dipartimento di Biomedicina, Neuroscienze e Diagnostica avanzata (BIND), University Hospital of Palermo, Via del Vespro 129, 90127, Palermo, Italy
| | - Alberto Calandra
- Dipartimento di Biomedicina, Neuroscienze e Diagnostica avanzata (BIND), University Hospital of Palermo, Via del Vespro 129, 90127, Palermo, Italy
| | - Massimo Midiri
- Dipartimento di Biomedicina, Neuroscienze e Diagnostica avanzata (BIND), University Hospital of Palermo, Via del Vespro 129, 90127, Palermo, Italy
| | - Alessandro Furlan
- Department of Radiology, University of Pittsburgh Medical Center, Pittsburgh, PA, USA
| | - Giuseppe Brancatelli
- Dipartimento di Biomedicina, Neuroscienze e Diagnostica avanzata (BIND), University Hospital of Palermo, Via del Vespro 129, 90127, Palermo, Italy
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Kozaka K, Kobayashi S, Yoneda N, Kitao A, Yoshida K, Inoue D, Ogi T, Koda W, Sato Y, Gabata T, Matsui O. Doughnut-like hyperintense nodules on hepatobiliary phase without arterial-phase hyperenhancement in cirrhotic liver: imaging and clinicopathological features. Eur Radiol 2019; 29:6489-6498. [DOI: 10.1007/s00330-019-06329-y] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/10/2019] [Revised: 06/04/2019] [Accepted: 06/13/2019] [Indexed: 02/06/2023]
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27
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Shet NS, Flynn JF, Maloney E, Iyer RS. Use of Eovist in Pediatric Patients: Pearls and Pitfalls. Curr Probl Diagn Radiol 2019; 49:266-274. [PMID: 31047739 DOI: 10.1067/j.cpradiol.2019.04.001] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/20/2019] [Accepted: 04/02/2019] [Indexed: 12/25/2022]
Abstract
Magnetic resonance imaging is excellent at characterizing pediatric hepatobiliary pathology. Noncontrast MRI is helpful due to T2 hyperintensity associated with bile, but contrast enhancement offers additional means of lesional characterization. In particular, hepatocyte-specific contrast agents such as gadoxetate disodium (Eovist) exhibit partial hepatobiliary excretion which may be leveraged in these contexts. In this review, we will discuss gadoxetate disodium usage, including a sample-imaging protocol, and demonstrate applications and limitations in the pediatric population.
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Affiliation(s)
- Narendra S Shet
- Division of Diagnostic Imaging and Radiology; Children's National Health System; Washington, DC.
| | - John F Flynn
- Division of Diagnostic Imaging and Radiology; Children's National Health System; Washington, DC
| | - Ezekiel Maloney
- Department of Radiology; Seattle Children's Hospital; Seattle, WA
| | - Ramesh S Iyer
- Department of Radiology; Seattle Children's Hospital; Seattle, WA
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28
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Jung JM, Hwang S, Kim KH, Ahn CS, Moon DB, Ha TY, Song GW, Jung DH. Surgical indications for focal nodular hyperplasia of the liver: Single-center experience of 48 adult cases. Ann Hepatobiliary Pancreat Surg 2019; 23:8-12. [PMID: 30863802 PMCID: PMC6405369 DOI: 10.14701/ahbps.2019.23.1.8] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/31/2018] [Revised: 01/05/2019] [Accepted: 01/10/2019] [Indexed: 12/12/2022] Open
Abstract
Backgrounds/Aims Focal nodular hyperplasia (FNH) is one of the most common benign tumors of the liver. There is still a lack of evidence on surgical indications for FNH. This study intended to analyze the surgical indications for FNH. Methods We analyzed 48 cases of FNH diagnosed after hepatic resection. Results Common reasons leading to surgical resection were diagnostic uncertainty (n=31), and persistent symptoms (n=8). None of our patients had a past history of contraceptive use. Percutaneous biopsy was performed in 14 patients and FNH was diagnosed in nine patients, and hepatic adenoma, hepatocellular carcinoma, plasmacytoma, angiosarcoma, and atypical hepatocellular proliferation in one patient each. Minor hepatectomy (n=37) was performed more frequently than major hepatectomy (n=11). Open hepatectomy (n=29) was performed more frequently than laparoscopic hepatectomy (n=19), but laparoscopic and minimally-invasive surgery was frequently performed during the late phase of the study period. Postoperative surgical complications occurred in two patients (4.1%). Conclusions FNH can be diagnosed by imaging studies, but surgical treatment may be considered in cases of diagnostic uncertainty or persistent symptoms.
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Affiliation(s)
- Jin-Min Jung
- Department of Surgery, Asan Medical Center, University of Ulsan College of Medicine, Seoul, Korea
| | - Shin Hwang
- Department of Surgery, Asan Medical Center, University of Ulsan College of Medicine, Seoul, Korea
| | - Ki-Hun Kim
- Department of Surgery, Asan Medical Center, University of Ulsan College of Medicine, Seoul, Korea
| | - Chul-Soo Ahn
- Department of Surgery, Asan Medical Center, University of Ulsan College of Medicine, Seoul, Korea
| | - Deok-Bog Moon
- Department of Surgery, Asan Medical Center, University of Ulsan College of Medicine, Seoul, Korea
| | - Tae-Yong Ha
- Department of Surgery, Asan Medical Center, University of Ulsan College of Medicine, Seoul, Korea
| | - Gi-Won Song
- Department of Surgery, Asan Medical Center, University of Ulsan College of Medicine, Seoul, Korea
| | - Dong-Hwan Jung
- Department of Surgery, Asan Medical Center, University of Ulsan College of Medicine, Seoul, Korea
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Kim YY, Park MS, Aljoqiman KS, Choi JY, Kim MJ. Gadoxetic acid-enhanced magnetic resonance imaging: Hepatocellular carcinoma and mimickers. Clin Mol Hepatol 2019; 25:223-233. [PMID: 30661336 PMCID: PMC6759431 DOI: 10.3350/cmh.2018.0107] [Citation(s) in RCA: 31] [Impact Index Per Article: 5.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/07/2018] [Accepted: 12/14/2018] [Indexed: 12/11/2022] Open
Abstract
Gadoxetic acid, a hepatocyte-specific magnetic resonance imaging (MRI) contrast agent, has emerged as an important tool for hepatocellular carcinoma (HCC) diagnosis. Gadoxetic acid-enhanced MRI is useful for the evaluation of early-stage HCC, diagnosis of HCC precursor lesions, and highly sensitive diagnosis of HCC. Furthermore, functional information provided by gadoxetic acid-enhanced MRI can aid in the characterization of focal liver lesions. For example, whereas lesions lack functioning hepatocytes appear hypointense in the hepatobiliary phase, preserved or enhanced expression of organic anion transporting polypeptides in some HCCs as well as focal nodular hyperplasia lead to hyperintensity in the hepatobiliary phase; and a targetoid appearance on transitional phase or hepatobiliary phase imaging can be helpful for identifying the histopathological composition of tumors. While gadoxetic acid-enhanced MRI may improve the sensitivity of HCC diagnosis and provide new insights into the characterization of focal liver lesions, there are many challenges associated with its use. This article reviews the pros and cons of HCC diagnosis with gadoxetic acid-enhanced MRI and discuss some clues in the radiological differentiation of HCC from HCC mimickers.
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Affiliation(s)
- Yeun-Yoon Kim
- Department of Radiology, Severance Hospital, Yonsei University College of Medicine, Seoul, Korea.,Research Institute of Radiological Science, Yonsei University College of Medicine, Seoul, Korea
| | - Mi-Suk Park
- Department of Radiology, Severance Hospital, Yonsei University College of Medicine, Seoul, Korea.,Research Institute of Radiological Science, Yonsei University College of Medicine, Seoul, Korea
| | - Khalid Suliman Aljoqiman
- Department of Radiology, Severance Hospital, Yonsei University College of Medicine, Seoul, Korea.,Research Institute of Radiological Science, Yonsei University College of Medicine, Seoul, Korea.,Department of Radiology, King Faisal University College of Medicine, Al-Ahsa, Saudi Arabia
| | - Jin-Young Choi
- Department of Radiology, Severance Hospital, Yonsei University College of Medicine, Seoul, Korea.,Research Institute of Radiological Science, Yonsei University College of Medicine, Seoul, Korea
| | - Myeong-Jin Kim
- Department of Radiology, Severance Hospital, Yonsei University College of Medicine, Seoul, Korea.,Research Institute of Radiological Science, Yonsei University College of Medicine, Seoul, Korea
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