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Narita K, Nakamura Y, Higaki T, Kondo S, Honda Y, Kawashita I, Mitani H, Fukumoto W, Tani C, Chosa K, Tatsugami F, Awai K. Iodine maps derived from sparse-view kV-switching dual-energy CT equipped with a deep learning reconstruction for diagnosis of hepatocellular carcinoma. Sci Rep 2023; 13:3603. [PMID: 36869102 PMCID: PMC9984536 DOI: 10.1038/s41598-023-30460-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/04/2022] [Accepted: 02/23/2023] [Indexed: 03/05/2023] Open
Abstract
Deep learning-based spectral CT imaging (DL-SCTI) is a novel type of fast kilovolt-switching dual-energy CT equipped with a cascaded deep-learning reconstruction which completes the views missing in the sinogram space and improves the image quality in the image space because it uses deep convolutional neural networks trained on fully sampled dual-energy data acquired via dual kV rotations. We investigated the clinical utility of iodine maps generated from DL-SCTI scans for assessing hepatocellular carcinoma (HCC). In the clinical study, dynamic DL-SCTI scans (tube voltage 135 and 80 kV) were acquired in 52 patients with hypervascular HCCs whose vascularity was confirmed by CT during hepatic arteriography. Virtual monochromatic 70 keV images served as the reference images. Iodine maps were reconstructed using three-material decomposition (fat, healthy liver tissue, iodine). A radiologist calculated the contrast-to-noise ratio (CNR) during the hepatic arterial phase (CNRa) and the equilibrium phase (CNRe). In the phantom study, DL-SCTI scans (tube voltage 135 and 80 kV) were acquired to assess the accuracy of iodine maps; the iodine concentration was known. The CNRa was significantly higher on the iodine maps than on 70 keV images (p < 0.01). The CNRe was significantly higher on 70 keV images than on iodine maps (p < 0.01). The estimated iodine concentration derived from DL-SCTI scans in the phantom study was highly correlated with the known iodine concentration. It was underestimated in small-diameter modules and in large-diameter modules with an iodine concentration of less than 2.0 mgI/ml. Iodine maps generated from DL-SCTI scans can improve the CNR for HCCs during hepatic arterial phase but not during equilibrium phase in comparison with virtual monochromatic 70 keV images. Also, when the lesion is small or the iodine concentration is low, iodine quantification may result in underestimation.
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Affiliation(s)
- Keigo Narita
- Diagnostic Radiology, Hiroshima University, 1-2-3 Kasumi, Minami-ku, Hiroshima, 734-8551, Japan
| | - Yuko Nakamura
- Diagnostic Radiology, Hiroshima University, 1-2-3 Kasumi, Minami-ku, Hiroshima, 734-8551, Japan.
| | - Toru Higaki
- Diagnostic Radiology, Hiroshima University, 1-2-3 Kasumi, Minami-ku, Hiroshima, 734-8551, Japan
- Graduate School of Advanced Science and Engineering, Hiroshima University, 1-4-1 Kagamiyama, Higashi-Hiroshima, Hiroshima, 739-8527, Japan
| | - Shota Kondo
- Diagnostic Radiology, Hiroshima University, 1-2-3 Kasumi, Minami-ku, Hiroshima, 734-8551, Japan
| | - Yukiko Honda
- Diagnostic Radiology, Hiroshima University, 1-2-3 Kasumi, Minami-ku, Hiroshima, 734-8551, Japan
| | - Ikuo Kawashita
- Diagnostic Radiology, Hiroshima University, 1-2-3 Kasumi, Minami-ku, Hiroshima, 734-8551, Japan
| | - Hidenori Mitani
- Diagnostic Radiology, Hiroshima University, 1-2-3 Kasumi, Minami-ku, Hiroshima, 734-8551, Japan
| | - Wataru Fukumoto
- Diagnostic Radiology, Hiroshima University, 1-2-3 Kasumi, Minami-ku, Hiroshima, 734-8551, Japan
| | - Chihiro Tani
- Diagnostic Radiology, Hiroshima University, 1-2-3 Kasumi, Minami-ku, Hiroshima, 734-8551, Japan
| | - Keigo Chosa
- Diagnostic Radiology, Hiroshima University, 1-2-3 Kasumi, Minami-ku, Hiroshima, 734-8551, Japan
| | - Fuminari Tatsugami
- Diagnostic Radiology, Hiroshima University, 1-2-3 Kasumi, Minami-ku, Hiroshima, 734-8551, Japan
| | - Kazuo Awai
- Diagnostic Radiology, Hiroshima University, 1-2-3 Kasumi, Minami-ku, Hiroshima, 734-8551, Japan
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Utility of Radial Scanning for the Identification of Arterial Hypervascularity of Hepatocellular Carcinoma on Gadoxetic Acid-Enhanced Magnetic Resonance Images. J Comput Assist Tomogr 2021; 45:359-366. [PMID: 33661153 DOI: 10.1097/rct.0000000000001139] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
Abstract
OBJECTIVES This study aimed to compare the accuracy of assessing the arterial hypervascularity of hepatocellular carcinoma (HCC) on dynamic computed tomography (CT) scans and gadoxetic acid (EOB)-enhanced magnetic resonance imaging (MRI) scans performed with radial sampling. METHODS We studied the images of 40 patients with hypervascular HCC. A radiologist recorded the standard deviation of the attenuation (or the signal intensity [SI]) in subcutaneous fat tissue as the image noise (N) and calculated the contrast-to-noise ratio (CNR) as follows: (CNR) = (n-ROIT - n-ROIL)/N, where n-ROIT is the mean attenuation (or SI) of the tumor divided by the mean attenuation (or SI) of the aorta and n-ROIL is the mean attenuation (or SI) of the liver parenchyma divided by the mean attenuation (or SI) of the aorta. RESULTS The CNR was significantly higher on EOB-enhanced MRI than on dynamic CT scans. CONCLUSIONS For the assessment of HCC vascularity, EOB-enhanced MRI scans acquired with radial sampling were more accurate than dynamic CT images.
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Clinical Indication for Computed Tomography During Hepatic Arteriography (CTHA) in Addition to Dynamic CT Studies to Identify Hypervascularity of Hepatocellular Carcinoma. Cardiovasc Intervent Radiol 2017; 41:618-627. [PMID: 29101449 DOI: 10.1007/s00270-017-1832-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/31/2017] [Accepted: 10/25/2017] [Indexed: 10/18/2022]
Abstract
PURPOSE To identify factors benefiting from computed tomography during hepatic arteriography (CTHA) in addition to dynamic CT studies at the preoperative evaluation of the hypervascularity of hepatocellular carcinoma (HCC). MATERIALS AND METHODS We retrospectively divided 45 patients with HCC, who underwent both dynamic CT (dCT) and CTHA, into two groups based on the number of hypervascular HCCs identified on dCT and CTHA studies. In group A, the number of HCCs identified by dCT and CTHA was the same and additive CTHA had not been indicated. In group B, fewer HCCs were counted on dCT than on CTHA images, indicating that additive CTHA studies had been appropriate. We compared the patient characteristics, the serum alpha-fetoprotein level, and the tumor-liver contrast (TLC) of the main tumor on dCT scans of both groups. To identify factors alerting to the benefit of additional CTHA studies, we performed univariate logistic regression analysis. Statistically significant parameters were subjected to receiver operating characteristic analysis for obtaining the optimal cutoff value indicative of the benefit of CTHA. RESULTS Univariate analysis identified only the TLC of the main tumor on dCT images as a significant factor for the benefit of CTHA images (P < 0.01). At the optimal cutoff value for the TLC of the main tumor on dCT images (15.9 Hounsfield units), the sensitivity and specificity for the benefit of CTHA were 85.0 and 92.0%, respectively. CONCLUSION Evaluation of the TLC of the main tumor on dCT scans identifies patients in whom additive CTHA studies are beneficial.
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Tanaka Y, Nakazawa T, Inoue T, Yamane K, Kubota K, Uojima H, Takada J, Okuwaki Y, Hidaka H, Shibuya A, Kokubu S, Matsunaga K, Koizumi W. Superparamagnetic iron oxide-enhanced magnetic resonance imaging is useful in predicting malignant potential of vascular transformation of hypointense hypovascular nodules on gadoxetic acid-enhanced magnetic resonance imaging. Hepatol Res 2017; 47:1118-1126. [PMID: 27943555 DOI: 10.1111/hepr.12850] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/08/2016] [Revised: 11/18/2016] [Accepted: 12/08/2016] [Indexed: 01/05/2023]
Abstract
AIM To examine whether superparamagnetic iron oxide (SPIO)-enhanced magnetic resonance imaging (MRI) can be used to assess the malignant potential of hepatic hypovascular nodules showing hypointensity during the hepatobiliary phase (HBP) on gadoxetic acid (Gd-EOB-DTPA)-enhanced MRI. METHODS The study included 42 patients with chronic liver disease who had small hypovascular nodules (5-15 mm) showing hypointensity during the HBP on Gd-EOB-DTPA-enhanced MRI. The SPIO-enhanced T2-weighted MRI analyzed whether the signal intensity of each nodule was high. Nodules were prospectively followed up until hypervascularization by periodic Gd-EOB-DTPA-enhanced MRI. Initial MRI findings and clinical variables were used to analyze predictive factors for hypervascularization. RESULTS We analyzed 77 nodules, of which 19 (25%) showed hypervascularization during the observation period. The cumulative rates for hypervascularization were 11% and 22% at 1 and 2 years, respectively. Hyperintensity was observed in 12 nodules (16%) on SPIO-enhanced T2-weighted MRI; among these, 7 (58%) showed hypervascularization, whereas 12 (18%) of the remaining 65 nodules without hyperintensity showed hypervascularization (P = 0.007). A Cox model revealed that independent predictors of hypervascularization included hyperintense nodules on SPIO-enhanced MRI (P < 0.001). The cumulative rates for hypervascularization in hyperintense nodules on SPIO-enhanced MRI were 52% at 1 year, whereas these rates were 3% for non-hyperintense nodules. CONCLUSION Superparamagnetic iron oxide-enhanced MRI is useful for predicting the malignant potential of vascular transformation of hypovascular nodules with hypointensity observed in the HBP on Gd-EOB-DTPA-enhanced MRI.
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Affiliation(s)
- Yoshiaki Tanaka
- Department of Gastroenterology, Internal Medicine, Kitasato University School of Medicine, Sagamihara, Japan
| | - Takahide Nakazawa
- Department of Gastroenterology, Internal Medicine, Kitasato University School of Medicine, Sagamihara, Japan
| | - Tomoyoshi Inoue
- Department of Gastroenterology, Internal Medicine, Kitasato University School of Medicine, Sagamihara, Japan
| | - Keiko Yamane
- Department of Gastroenterology, Internal Medicine, Kitasato University School of Medicine, Sagamihara, Japan
| | - Kousuke Kubota
- Department of Gastroenterology, Internal Medicine, Kitasato University School of Medicine, Sagamihara, Japan
| | - Haruki Uojima
- Department of Gastroenterology, Internal Medicine, Kitasato University School of Medicine, Sagamihara, Japan
| | - Juichi Takada
- Department of Gastroenterology, Internal Medicine, Kitasato University School of Medicine, Sagamihara, Japan
| | - Yusuke Okuwaki
- Department of Gastroenterology, Internal Medicine, Kitasato University School of Medicine, Sagamihara, Japan
| | - Hisashi Hidaka
- Department of Gastroenterology, Internal Medicine, Kitasato University School of Medicine, Sagamihara, Japan
| | - Akitaka Shibuya
- Department of Healthcare Administration, Kitasato University School of Medicine, Sagamihara, Japan
| | - Shigehiro Kokubu
- Department of Endoscopic Center, Shin-yurigaoka General Hospital, Kawasaki, Japan
| | - Keiji Matsunaga
- Department of Diagnostic Radiology, Kitasato University School of Medicine, Sagamihara, Japan
| | - Wasaburo Koizumi
- Department of Gastroenterology, Internal Medicine, Kitasato University School of Medicine, Sagamihara, Japan
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Yim SY, Park BJ, Um SH, Han NY, Sung DJ, Cho SB, Lee SH, Kim MJ, Jung JY, Kim JD, Seo YS, Kim DS, An H, Kim YH. Diagnostic performance of gadoxetic acid (Primovist)-enhanced MR imaging versus CT during hepatic arteriography and portography for small hypervascular hepatocellular carcinoma. Medicine (Baltimore) 2016; 95:e4903. [PMID: 27684824 PMCID: PMC5265917 DOI: 10.1097/md.0000000000004903] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/20/2022] Open
Abstract
To compare the diagnostic performance of gadoxetic acid-enhanced magnetic resonance imaging (MRI) with that of computed tomography (CT) during hepatic arteriography and arterial portography (CT HA/AP) for detecting hepatocellular carcinoma (HCC) from small hypervascular nodules.This retrospective study included 38 patients with 131 hypervascular nodules (≤2 cm) who had underwent MRI and CT HA/AP within a 2-week interval. Two observers analyzed MRI while other 2 observers analyzed CT HA/AP. Thereafter, MRI observers reviewed the CT HA/AP and magnetic resonance (MR) images again using both modalities. HCC was diagnosed by pathologic or imaging studies according to American Association for the Study of Liver Diseases (AASLD) criteria. Alternative free-response receiver operating characteristic (ROC) analysis was performed on a lesion-by-lesion basis. Diagnostic accuracy (area under the ROC curve [Az]), sensitivity, specificity, and positive and negative predictive values were calculated.The pooled Az was significantly higher for the combined modalities (0.946) than for MRI alone (0.9, P = 0.004), and for MRI than for CT HA/AP alone (0.827, P = 0.0154). Subgroup analysis for HCC ≤1 cm showed the sensitivity of the combined modalities (79.4%) was significantly higher than for MRI (52.9%) and CT HA/AP alone (50%) (both, P < 0.005). The specificity of the combined modalities was not different from MRI alone (98.8% vs. 97.3%, P = 0.5), but was significantly higher than for CT HA/AP alone (98.8% vs. 92.5%, P = 0.022).Hypervascular HCCs >1 to 2 cm can be diagnosed sufficiently by MRI. The combined modalities increased the diagnostic accuracy of HCCs ≤1 cm, compared with MRI or CT HA/AP alone.
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Affiliation(s)
- Sun Young Yim
- Division of Gastroenterology and Hepatology, Department of Internal Medicine Sungbuk-ku
| | | | - Soon Ho Um
- Division of Gastroenterology and Hepatology, Department of Internal Medicine Sungbuk-ku
- Correspondence: Soon Ho Um, Division of Gastroenterology and Hepatology, Korea University College of Medicine, 126-1, Anam-dong 5-ga, Seongbuk-gu, Seoul 136-705, Republic of Korea (e-mail: )
| | | | | | | | | | | | - Jin Yong Jung
- Division of Gastroenterology and Hepatology, Department of Internal Medicine Sungbuk-ku
| | - Jin Dong Kim
- Division of Gastroenterology and Hepatology, Department of Internal Medicine, Cheju Halla General Hospital, Jeju-do
| | - Yeon Seok Seo
- Division of Gastroenterology and Hepatology, Department of Internal Medicine Sungbuk-ku
| | | | - Hyonggin An
- Department of Biostatistics, Korea University College of Medicine, Seoul, Republic of Korea
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Liver-specific gadoxetic acid-enhanced magnetic resonance for focal lesion evaluation. REVISTA DE GASTROENTEROLOGÍA DE MÉXICO (ENGLISH EDITION) 2015. [DOI: 10.1016/j.rgmxen.2015.09.002] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/19/2022] Open
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Cossio-Torrico PE, Ramírez-Carmona CR, Stoopen-Rometti M, Perochena-González A, Sosa-Lozano LA, Kimura-Hayama E. Liver-specific gadoxetic acid-enhanced magnetic resonance for focal lesion evaluation. REVISTA DE GASTROENTEROLOGIA DE MEXICO 2015; 80:267-275. [PMID: 26342512 DOI: 10.1016/j.rgmx.2015.06.011] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/06/2015] [Revised: 05/27/2015] [Accepted: 06/17/2015] [Indexed: 06/05/2023]
Abstract
Gadolinium-enhanced magnetic resonance for the evaluation of hepatic lesions is increasingly being used in clinical practice, especially in patients with suspicious focal lesions, whether benign or malignant. In regard to hepatocellular carcinoma, the diagnostic performance of magnetic resonance through the «conventional» protocols and multi-detector computerized tomography consisting of multiphase evaluation with intravenous contrast, largely depends on the size of the lesion. They are more reliable in lesions>2cm. However, in lesions measuring 1-2cm, establishing the definitive diagnosis is a real challenge, with sensitivity values of 45-65%, but generally with excellent specificity (>95%). Furthermore, if the lesion has a diameter<1cm, diagnosis is usually unreliable. In these last 2 settings, the complementary use of liver-specific contrast agents can be advantageous. The aim of our article was to review the current evidence on the usefulness of this new non-invasive diagnostic method in hepatic lesions.
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Affiliation(s)
| | - C R Ramírez-Carmona
- Unidad de Resonancia Magnética, Grupo C.T. Scanner Lomas Altas, México, D.F., México
| | | | - A Perochena-González
- Unidad de Resonancia Magnética, Grupo C.T. Scanner Lomas Altas, México, D.F., México
| | - L A Sosa-Lozano
- Unidad de Resonancia Magnética, Grupo C.T. Scanner de México, México, D.F., México
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Chou R, Cuevas C, Fu R, Devine B, Wasson N, Ginsburg A, Zakher B, Pappas M, Graham E, Sullivan SD. Imaging Techniques for the Diagnosis of Hepatocellular Carcinoma: A Systematic Review and Meta-analysis. Ann Intern Med 2015; 162:697-711. [PMID: 25984845 DOI: 10.7326/m14-2509] [Citation(s) in RCA: 135] [Impact Index Per Article: 13.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/10/2023] Open
Abstract
BACKGROUND Several imaging modalities are available for diagnosis of hepatocellular carcinoma (HCC). PURPOSE To evaluate the test performance of imaging modalities for HCC. DATA SOURCES MEDLINE (1998 to December 2014), the Cochrane Library Database, Scopus, and reference lists. STUDY SELECTION Studies on test performance of ultrasonography, computed tomography (CT), or magnetic resonance imaging (MRI). DATA EXTRACTION One investigator abstracted data, and a second investigator confirmed them; 2 investigators independently assessed study quality and strength of evidence. DATA SYNTHESIS Few studies have evaluated imaging for HCC in surveillance settings. In nonsurveillance settings, sensitivity for detection of HCC lesions was lower for ultrasonography without contrast than for CT or MRI (pooled difference based on direct comparisons, 0.11 to 0.22), and MRI was associated with higher sensitivity than CT (pooled difference, 0.09 [95% CI, 0.07 to 12]). For evaluation of focal liver lesions, there were no clear differences in sensitivity among ultrasonography with contrast, CT, and MRI. Specificity was generally 0.85 or higher across imaging modalities, but this item was not reported in many studies. Factors associated with lower sensitivity included use of an explanted liver reference standard, and smaller or more well-differentiated HCC lesions. For MRI, sensitivity was slightly higher for hepatic-specific than nonspecific contrast agents. LIMITATIONS Only English-language articles were included, there was statistical heterogeneity in pooled analyses, and costs were not assessed. Most studies were conducted in Asia and had methodological limitations. CONCLUSION CT and MRI are associated with higher sensitivity than ultrasonography without contrast for detection of HCC; sensitivity was higher for MRI than CT. For evaluation of focal liver lesions, the sensitivities of ultrasonography with contrast, CT, and MRI for HCC are similar. PRIMARY FUNDING SOURCE Agency for Healthcare Research and Quality. ( PROSPERO CRD42014007016).
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Affiliation(s)
- Roger Chou
- From Pacific Northwest Evidence-based Practice Center, Oregon Health & Science University, Portland, Oregon; University of Washington Centers for Comparative and Health Systems Effectiveness (CHASE) Alliance, Seattle, Washington; and Mayo Medical School, Rochester, Minnesota
| | - Carlos Cuevas
- From Pacific Northwest Evidence-based Practice Center, Oregon Health & Science University, Portland, Oregon; University of Washington Centers for Comparative and Health Systems Effectiveness (CHASE) Alliance, Seattle, Washington; and Mayo Medical School, Rochester, Minnesota
| | - Rongwei Fu
- From Pacific Northwest Evidence-based Practice Center, Oregon Health & Science University, Portland, Oregon; University of Washington Centers for Comparative and Health Systems Effectiveness (CHASE) Alliance, Seattle, Washington; and Mayo Medical School, Rochester, Minnesota
| | - Beth Devine
- From Pacific Northwest Evidence-based Practice Center, Oregon Health & Science University, Portland, Oregon; University of Washington Centers for Comparative and Health Systems Effectiveness (CHASE) Alliance, Seattle, Washington; and Mayo Medical School, Rochester, Minnesota
| | - Ngoc Wasson
- From Pacific Northwest Evidence-based Practice Center, Oregon Health & Science University, Portland, Oregon; University of Washington Centers for Comparative and Health Systems Effectiveness (CHASE) Alliance, Seattle, Washington; and Mayo Medical School, Rochester, Minnesota
| | - Alexander Ginsburg
- From Pacific Northwest Evidence-based Practice Center, Oregon Health & Science University, Portland, Oregon; University of Washington Centers for Comparative and Health Systems Effectiveness (CHASE) Alliance, Seattle, Washington; and Mayo Medical School, Rochester, Minnesota
| | - Bernadette Zakher
- From Pacific Northwest Evidence-based Practice Center, Oregon Health & Science University, Portland, Oregon; University of Washington Centers for Comparative and Health Systems Effectiveness (CHASE) Alliance, Seattle, Washington; and Mayo Medical School, Rochester, Minnesota
| | - Miranda Pappas
- From Pacific Northwest Evidence-based Practice Center, Oregon Health & Science University, Portland, Oregon; University of Washington Centers for Comparative and Health Systems Effectiveness (CHASE) Alliance, Seattle, Washington; and Mayo Medical School, Rochester, Minnesota
| | - Elaine Graham
- From Pacific Northwest Evidence-based Practice Center, Oregon Health & Science University, Portland, Oregon; University of Washington Centers for Comparative and Health Systems Effectiveness (CHASE) Alliance, Seattle, Washington; and Mayo Medical School, Rochester, Minnesota
| | - Sean D. Sullivan
- From Pacific Northwest Evidence-based Practice Center, Oregon Health & Science University, Portland, Oregon; University of Washington Centers for Comparative and Health Systems Effectiveness (CHASE) Alliance, Seattle, Washington; and Mayo Medical School, Rochester, Minnesota
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Fischer MA, Kartalis N, Grigoriadis A, Loizou L, Stål P, Leidner B, Aspelin P, Brismar TB. Perfusion computed tomography for detection of hepatocellular carcinoma in patients with liver cirrhosis. Eur Radiol 2015; 25:3123-32. [PMID: 25903707 DOI: 10.1007/s00330-015-3732-1] [Citation(s) in RCA: 37] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/16/2014] [Revised: 03/18/2015] [Accepted: 03/23/2015] [Indexed: 02/08/2023]
Abstract
PURPOSE To evaluate the diagnostic performance of dynamic perfusion CT (P-CT) for detection of hepatocellular carcinoma (HCC) in the cirrhotic liver. MATERIALS AND METHODS Twenty-six cirrhotic patients (19 men, aged 69 ± 10 years) with suspicion of HCC prospectively underwent P-CT of the liver using the 4D spiral-mode (100/80 kV; 150/175mAs/rot) of a dual-source system. Two readers assessed: (1) arterial liver-perfusion (ALP), portal-venous liver-perfusion (PLP) and hepatic perfusion-index (HPI) maps alone; and (2) side-by-side with maximum-intensity-projections of arterial time-points (art-MIP) for detection of HCC using histopathology and imaging follow-up as standard of reference. Another reader quantitatively assessed perfusion maps of detected lesions. RESULTS A total of 48 HCCs in 21/26 (81%) patients with a mean size of 20 ± 10 mm were detected by histopathology (9/48, 19%) or imaging follow-up (39/48, 81%). Detection rates (Reader1/Reader2) of HPI maps and side-by-side analysis of HPI combined with arterial MIP were 92/88% and 98/96%, respectively. Positive-predictive values were 63/63% and 68/71%, respectively. A cut-off value of ≥85% HPI and ≥99% HPI yielded a sensitivity and specificity of 100%, respectively, for detection of HCC. CONCLUSION P-CT shows a high sensitivity for detection of HCC in the cirrhotic liver. Quantitative assessment has the potential to reduce false-positive findings improving the specificity of HCC diagnosis. KEY POINTS • Visual analysis of perfusion maps shows good sensitivity for detection of HCC. • Additional assessment of anatomical arterial MIPs further improves detection rates of HCC. • Quantitative perfusion analysis has the potential to reduce false-positive findings. • In cirrhotic livers, a hepatic-perfusion-index ≥ 9 9% might be specific for HCC.
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Affiliation(s)
- Michael A Fischer
- Department of Clinical Science, Intervention and Technology, Division of Medical Imaging and Technology, Karolinska Institute, 14186, Stockholm, Sweden. .,Department of Radiology, Karolinska University Hospital, Huddinge, 14186, Stockholm, Sweden.
| | - Nikolaos Kartalis
- Department of Clinical Science, Intervention and Technology, Division of Medical Imaging and Technology, Karolinska Institute, 14186, Stockholm, Sweden.,Department of Radiology, Karolinska University Hospital, Huddinge, 14186, Stockholm, Sweden
| | - Aristeidis Grigoriadis
- Department of Clinical Science, Intervention and Technology, Division of Medical Imaging and Technology, Karolinska Institute, 14186, Stockholm, Sweden.,Department of Radiology, Karolinska University Hospital, Huddinge, 14186, Stockholm, Sweden
| | - Louiza Loizou
- Department of Clinical Science, Intervention and Technology, Division of Medical Imaging and Technology, Karolinska Institute, 14186, Stockholm, Sweden.,Department of Radiology, Karolinska University Hospital, Huddinge, 14186, Stockholm, Sweden
| | - Per Stål
- Department of Hepatology, Karolinska University Hospital, Huddinge, 14186, Stockholm, Sweden
| | - Bertil Leidner
- Department of Clinical Science, Intervention and Technology, Division of Medical Imaging and Technology, Karolinska Institute, 14186, Stockholm, Sweden.,Department of Radiology, Karolinska University Hospital, Huddinge, 14186, Stockholm, Sweden
| | - Peter Aspelin
- Department of Clinical Science, Intervention and Technology, Division of Medical Imaging and Technology, Karolinska Institute, 14186, Stockholm, Sweden.,Department of Radiology, Karolinska University Hospital, Huddinge, 14186, Stockholm, Sweden
| | - Torkel B Brismar
- Department of Clinical Science, Intervention and Technology, Division of Medical Imaging and Technology, Karolinska Institute, 14186, Stockholm, Sweden.,Department of Radiology, Karolinska University Hospital, Huddinge, 14186, Stockholm, Sweden
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Endo T, Kozaka K, Kobayashi S, Sanada J, Koda W, Minami T, Kitao A, Yoneda N, Nakanuma Y, Gabata T, Matsui O. Hemodynamics and progression of a hypervascular focus in a borderline lesion of hepatocellular carcinoma: analysis by angiography-assisted CT and histopathology. Jpn J Radiol 2013; 32:69-79. [DOI: 10.1007/s11604-013-0268-7] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/03/2013] [Accepted: 11/13/2013] [Indexed: 02/02/2023]
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11
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Optimal injection rate and volume of contrast medium for observing hemodynamics of a hepatocellular carcinoma structure model. Radiol Phys Technol 2013; 6:78-85. [DOI: 10.1007/s12194-012-0172-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/15/2012] [Revised: 07/23/2012] [Accepted: 07/23/2012] [Indexed: 10/28/2022]
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12
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Warming effect on miriplatin-lipiodol suspension as a chemotherapeutic agent for transarterial chemoembolization for hepatocellular carcinoma: preliminary clinical experience. Cardiovasc Intervent Radiol 2012; 36:1023-9. [PMID: 23238851 DOI: 10.1007/s00270-012-0537-3] [Citation(s) in RCA: 12] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/01/2012] [Accepted: 11/03/2012] [Indexed: 02/07/2023]
Abstract
PURPOSE To retrospectively elucidate the preliminary clinical impact of warmed miriplatin-lipiodol suspension (MPT-LPD) when used as a chemotherapeutic agent for transarterial chemoembolization (TACE) for hepatocellular carcinoma (HCC). MATERIALS AND METHODS Between June and December 2010, TACE was performed with MPT-LPD at room temperature (RT group), and after January 2011, TACE with MPT-LPD warmed to 40 °C was performed (W group). The intraarterial appearance of MPT-LPD immediately after injection through microcatheters at the second-order branches was compared between the two groups with a 5-point grading system. Local therapeutic effects of HCCs as assessed by follow-up computed tomography (CT) obtained 1-3 months after TACE were compared between the groups with a 4-point grading system (TE1-TE4). After April 2011, angiography-assisted CT was routinely performed at TACE, and HCCs that revealed apparent corona enhancement (CE) were retrospectively selected. The degree of concordance between CE and MPT-LPD accumulation as assessed by CT immediately after TACE was assessed with a 3-point grading scale. RESULTS MPT-LPD therapy resulted in a smooth and continuous appearance in the W group (grades 1, 2, 3, 4, and 5 were, respectively, 1, 2, 11, 18, and 4) compared to the RT group (4, 0, 1, 2, and 0). The W group (TE1, TE2, TE3, and TE4 were 1, 9, 11, and 12) revealed better local therapeutic effects than the RT group (6, 3, 9, and 0) (p < 0.05). CE was found in 26 HCC nodules, and concordance between CE and MPT-LPD accumulation was observed in 66% (grades 1, 2, and 3 were, respectively, 2, 8, and 19). CONCLUSION Warmed MPT-LPD flowed more smoothly within vascular lumen, passed through tumor sinusoid of HCC, and had better local therapeutic effects at short-term observation than MPT-LPD at room temperature.
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Kobayashi S, Matsui O, Gabata T, Koda W, Minami T, Ryu Y, Kozaka K, Kitao A. Intranodular signal intensity analysis of hypovascular high-risk borderline lesions of HCC that illustrate multi-step hepatocarcinogenesis within the nodule on Gd-EOB-DTPA-enhanced MRI. Eur J Radiol 2012; 81:3839-45. [PMID: 22884705 DOI: 10.1016/j.ejrad.2012.06.027] [Citation(s) in RCA: 23] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/04/2012] [Accepted: 06/12/2012] [Indexed: 02/06/2023]
Abstract
OBJECTIVES To analyze intranodular signal intensity pattern of hypovascular high-risk borderline lesions of HCC that illustrate multi-step hepatocarcinogenesis within the nodule on Gd-EOB-DTPA-enhanced MRI. METHODS A total of 73 nodules showing hypervascular foci in hypovascular high-risk borderline lesions identified by angiography-assisted CT were included in this study. The intranodular signal intensities of both the hypervascular foci and the hypovascular high-risk borderline lesions were evaluated on hepatobiliary-phase EOB-enhanced MRI obtained 20 min after intravenous injection of contrast media. RESULTS Among 59 hypervascular foci within hypointense hypovascular high-risk borderline lesions, 6 showed more hypointensity, 32 isointensity, and 21 hyperintensity compared to the surrounding hypointense, hypovascular portion of the nodules. Among 14 hypervascular foci within isointense hypovascular high-risk borderline lesions, 5 showed isointensity, and 9 hypointensity compared to the surrounding isointense hypovascular high-risk borderline lesions. No hypervascular foci showed hyperintensity compared to the surrounding isointense hypovascular high-risk borderline lesions. CONCLUSIONS In most of the hypovascular high-risk borderline lesions containing hypervascular foci within the nodule, the signal intensity was decreased in hypervascular foci as compared with hypovascular high-risk borderline lesions and the surrounding background liver parenchyma. This supports the concept of signal intensity decrease during the dedifferentiation process in multistep hepatocarcinogenesis. However, around 30% of the nodules did not follow this rule, and hypervascular foci showed hyperintensity relative to the hypovascular high-risk borderline lesions.
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Affiliation(s)
- Satoshi Kobayashi
- Dept of Radiology, Kanazawa University School of Medicine, 13-1, Takara Machi, Kanazawa 920-8641, Japan.
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14
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Xu J, Igarashi S, Sasaki M, Matsubara T, Yoneda N, Kozaka K, Ikeda H, Kim J, Yu E, Matsui O, Nakanuma Y. Intrahepatic cholangiocarcinomas in cirrhosis are hypervascular in comparison with those in normal livers. Liver Int 2012; 32:1156-64. [PMID: 22417172 DOI: 10.1111/j.1478-3231.2012.02783.x] [Citation(s) in RCA: 76] [Impact Index Per Article: 5.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/27/2011] [Accepted: 02/14/2012] [Indexed: 12/11/2022]
Abstract
BACKGROUND AND AIMS Intrahepatic cholangiocarcinomas (ICCs) are usually adenocarcinomas with fibrotic and hypovascular stroma. Intrahepatic cholangiocarcinomas in cirrhosis and precirrhotic liver (ICC-cirrhosis) are increasingly being diagnosed, and can display hypervascular enhancement resembling a hepatocellular carcinoma on dynamic imaging. METHODS In this study using ICC-cirrhosis (71 cases), ICC with non-specific reactive changes (ICC-reactive) (72 cases) and the cholangiocarcinoma component of combined hepatocellular cholangiocarcinoma (HCC-ICC) (30 cases), we tried to compare the tumour vasculature. RESULTS It was found that ICC-cirrhosis and the cholangiocarcinoma component of HCC-ICC showed a higher density of arteries and microvessels (1.59 ± 0.58/mm(2) (mean ± SD) and 140 ± 43/mm(2) in ICC-cirrhosis and 1.74 ± 0.67/mm(2) and 131 ± 46/mm(2) in the cholangiocarcinoma component of HCC-ICC) than in ICC-reactive (1.26 ± 0.61/mm(2) and 103 ± 45/mm(2) ). Dynamic computed tomography (CT) and magnetic resonance imaging (MRI) showed that a majority of ICC-cirrhosis displayed strong hypervascular enhancement, whereas one-third of ICC-reactive each showed strong, weak and no or minimal enhancement respectively. The increased vascular density was positively correlated with enhanced arterial phase of dynamic CT and MRI. CONCLUSION The density of arteries and microvessels of ICC-cirrhosis was higher than that in ICC-reactive and comparable to that in the cholangiocarcinoma component of HCC-ICC, and the higher density of arteries and microvessels in ICC may be responsible for the hypervascular enhancement of ICC-cirrhosis.
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Affiliation(s)
- Jing Xu
- Department of Human Pathology, Kanazawa University Hospital, Kanazawa, Japan
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15
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Tan CH, Low SCA, Thng CH. APASL and AASLD Consensus Guidelines on Imaging Diagnosis of Hepatocellular Carcinoma: A Review. Int J Hepatol 2011; 2011:519783. [PMID: 22007313 PMCID: PMC3170828 DOI: 10.4061/2011/519783] [Citation(s) in RCA: 57] [Impact Index Per Article: 4.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/14/2011] [Accepted: 02/15/2011] [Indexed: 12/11/2022] Open
Abstract
Consensus guidelines for radiological diagnosis of hepatocellular carcinoma (HCC) have been drafted by several large international working groups. This article reviews the similarities and differences between the most recent guidelines proposed by the American Association for Study of Liver Diseases and the Asian Pacific Association for the Study of the Liver. Current evidence for the various imaging modalities for diagnosis of HCC and their relevance to the consensus guidelines are reviewed.
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Affiliation(s)
- Cher Heng Tan
- Department of Diagnostic Radiology, Tan Tock Seng Hospital, 11 Jalan Tan Tock Seng, Singapore 308433,*Cher Heng Tan:
| | - Su-Chong Albert Low
- Department of Diagnostic Radiology, Singapore General Hospital, Outram Road, Singapore 169608
| | - Choon Hua Thng
- Department of Oncologic Imaging, National Cancer Centre, 11 Hospital Drive, Singapore 169610
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