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Cao W, Pomeroy MJ, Liang Z, Gao Y, Shi Y, Tan J, Han F, Wang J, Ma J, Lu H, Abbasi AF, Pickhardt PJ. Lesion Classification by Model-Based Feature Extraction: A Differential Affine Invariant Model of Soft Tissue Elasticity in CT Images. JOURNAL OF IMAGING INFORMATICS IN MEDICINE 2025; 38:804-818. [PMID: 39164453 PMCID: PMC11950485 DOI: 10.1007/s10278-024-01178-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/06/2024] [Revised: 05/29/2024] [Accepted: 06/14/2024] [Indexed: 08/22/2024]
Abstract
The elasticity of soft tissues has been widely considered a characteristic property for differentiation of healthy and lesions and, therefore, motivated the development of several elasticity imaging modalities, for example, ultrasound elastography, magnetic resonance elastography, and optical coherence elastography to directly measure the tissue elasticity. This paper proposes an alternative approach of modeling the elasticity for prior knowledge-based extraction of tissue elastic characteristic features for machine learning (ML) lesion classification using computed tomography (CT) imaging modality. The model describes a dynamic non-rigid (or elastic) soft tissue deformation in differential manifold to mimic the tissues' elasticity under wave fluctuation in vivo. Based on the model, a local deformation invariant is formulated using the 1st and 2nd order derivatives of the lesion volumetric CT image and used to generate elastic feature map of the lesion volume. From the feature map, tissue elastic features are extracted and fed to ML to perform lesion classification. Two pathologically proven image datasets of colon polyps and lung nodules were used to test the modeling strategy. The outcomes reached the score of area under the curve of receiver operating characteristics of 94.2% for the polyps and 87.4% for the nodules, resulting in an average gain of 5 to 20% over several existing state-of-the-art image feature-based lesion classification methods. The gain demonstrates the importance of extracting tissue characteristic features for lesion classification, instead of extracting image features, which can include various image artifacts and may vary for different protocols in image acquisition and different imaging modalities.
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Affiliation(s)
- Weiguo Cao
- Department of Radiology, Stony Brook University, Stony Brook, NY, 11794, USA.
| | - Marc J Pomeroy
- Department of Radiology, Stony Brook University, Stony Brook, NY, 11794, USA
- Departments of Radiology and Biomedical Engineering, Stony Brook University, Stony Brook, NY, 11794, USA
| | - Zhengrong Liang
- Department of Radiology, Stony Brook University, Stony Brook, NY, 11794, USA.
- Departments of Radiology and Biomedical Engineering, Stony Brook University, Stony Brook, NY, 11794, USA.
| | - Yongfeng Gao
- Department of Radiology, Stony Brook University, Stony Brook, NY, 11794, USA
| | - Yongyi Shi
- Department of Radiology, Stony Brook University, Stony Brook, NY, 11794, USA
| | - Jiaxing Tan
- Department of Computer Science, City University of New York, New York, NY, 10314, USA
| | - Fangfang Han
- School of Biomedical Engineering, Southern Medical University, Guangzhou, Guangdong, China
| | - Jing Wang
- Department of Radiation Oncology, University of Texas Southwestern Medical Centre, Dallas, TX, 75235, USA
| | - Jianhua Ma
- Department of Radiation Oncology, University of Texas Southwestern Medical Centre, Dallas, TX, 75235, USA
| | - Hongbin Lu
- Department of Biomedical Engineering, The Fourth Medical University, Xi'an, China
| | - Almas F Abbasi
- Department of Radiology, Stony Brook University, Stony Brook, NY, 11794, USA
| | - Perry J Pickhardt
- Department of Radiology, School of Medicine, University of Wisconsin, Madison, WI, 53792, USA
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Hegde S, Pierce TT, Heidari F, Ozturk A, Cheah E, Pope K, Blake MA, Shih A, Misdraji J, Samir AE. Noninvasive Assessment of Liver Fibrosis in Patients With Iron Overload. ULTRASOUND IN MEDICINE & BIOLOGY 2025; 51:551-558. [PMID: 39690040 PMCID: PMC11757052 DOI: 10.1016/j.ultrasmedbio.2024.11.017] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/03/2024] [Revised: 11/05/2024] [Accepted: 11/15/2024] [Indexed: 12/19/2024]
Abstract
OBJECTIVE We assessed the diagnostic performance of ultrasound two-dimensional shear wave elastography (US 2D-SWE) to predict clinically significant fibrosis (CSF) in patients with serologic iron overload (SIO) and the subgroup with histologic liver iron overload (LIO). METHODS A single-center retrospective cross-sectional study of adults with SIO (serum ferritin ≥ 200 ng/mL in females and ≥ 300 ng/mL in males) and suspected chronic liver disease with nonfocal liver biopsy results and US 2D-SWE exams within 1 year was performed. Histopathological fibrosis stage ≥2 and liver iron ≥2+ was considered CSF and LIO, respectively. Univariate logistic regression to assess prediction of CSF by Young's modulus (YM) and serum ferritin was performed. Sensitivity and specificity were reported at optimal YM threshold determined by the Youden Index. RESULTS 272 cases were included (211 (77.6%) females, 88 (32.4%) CSF cases) with mean (± standard deviation) age of 50.0 (13.6) years. Median YM predicted CSF in patients with SIO (AUC 0.73, 95% confidence intervals (CI) 0.66 -0.80, odds ratio (OR) 1.12), p < 0.001. Optimal YM threshold was 11 kPa (sensitivity 58%, specificity 79%). Subgroup analysis of 47 LIO cases (39 women, mean age 52.5 ± 11.6 years, 17 (36.2%) CSF) showed that median YM predicted CSF (AUC 0.85, 95% CI 0.73-0.97, OR 1.39), p < 0.001. Optimal YM threshold was 11 kPa (sensitivity 77%, specificity 87%). CONCLUSION 2D-SWE is a promising, widely available, and noninvasive tool for diagnosing liver fibrosis in iron overload, including when magnetic resonance elastography may be nondiagnostic due to iron-related artifact.
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Affiliation(s)
- Siddhi Hegde
- Center for Ultrasound Research and Translation, Massachusetts General Hospital, Boston, MA, USA
| | - Theodore T Pierce
- Center for Ultrasound Research and Translation, Massachusetts General Hospital, Boston, MA, USA; Harvard Medical School, Boston, MA, USA.
| | - Firouzeh Heidari
- Center for Ultrasound Research and Translation, Massachusetts General Hospital, Boston, MA, USA
| | - Arinc Ozturk
- Center for Ultrasound Research and Translation, Massachusetts General Hospital, Boston, MA, USA
| | - Eugene Cheah
- Center for Ultrasound Research and Translation, Massachusetts General Hospital, Boston, MA, USA
| | - Kathleen Pope
- Center for Ultrasound Research and Translation, Massachusetts General Hospital, Boston, MA, USA
| | - Maria A Blake
- Center for Ultrasound Research and Translation, Massachusetts General Hospital, Boston, MA, USA
| | | | - Joseph Misdraji
- Yale School of Medicine, Yale New Haven Hospital, New Haven, CT, USA
| | - Anthony E Samir
- Center for Ultrasound Research and Translation, Massachusetts General Hospital, Boston, MA, USA; Harvard Medical School, Boston, MA, USA
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Tuncel DA, Pekoz BC, Koc AS, Sumbul HE. Point Shear Wave Elastography Detected Liver Stiffness Increased in Pediatric Patient With Thalassemia Major. Ultrasound Q 2024; 40:82-86. [PMID: 38436375 DOI: 10.1097/ruq.0000000000000675] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/05/2024]
Abstract
ABSTRACT Transient elastography (TE) and point shear wave elastography (pSWE) are 2 elastographic ultrasound examinations used in liver stiffness (LS) measurement. It was shown that the LS value detected by TE in pediatric β-thalassemia major patients has increased, and there was no LS evaluation obtained with pSWE in literature. Thus, in this study, it was aimed to evaluate LS with pSWE examination in children with thalassemia major and to determine LS-related parameters in these patients. Sixty-three schoolchildren with a diagnosis of β-thalassemia major and 21 healthy controls between the ages of 7 and 18 years were included. In addition to routine anamnesis, physical examination, and laboratory examinations, renal and liver ultrasounds were performed. Liver stiffness values were measured by pSWE examination. Serum levels of urea, aspartate-aminotransferase, alanine-aminotransferase, iron, and ferritin were significantly higher in patients, and serum creatinine, iron binding capacity, and hemoglobin levels were found to be significantly lower (P < 0.05 for each). Liver stiffness values were significantly higher in patients compared with healthy controls. In linear regression analysis, serum iron and iron binding capacity values were found to be closely related with LS (P < 0.001 vs. β = 0.482 and P = 0.047 vs. β = 0.237, respectively). Liver stiffness values obtained by pSWE examination increase significantly in patients. According to the results of our study, in addition to the previously known TE method, we think that the LS evaluation obtained by pSWE, a new method that can make more accurate measurements, can be used in the possible early detection of target organ damage in children with thalassemia major.
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Affiliation(s)
| | | | | | - Hilmi Erdem Sumbul
- Department of Internal Medicine, University of Health Sciences-Adana Health Practice and Research Center, Adana, Turkey
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Alessandrino F, Cantisani V. Acoustic radiation force impulse elastography for liver iron overload in β-thalassemia major: Is it going to cut it? JOURNAL OF CLINICAL ULTRASOUND : JCU 2022; 50:117-118. [PMID: 35043443 DOI: 10.1002/jcu.23104] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/19/2021] [Revised: 11/22/2021] [Accepted: 11/22/2021] [Indexed: 06/14/2023]
Affiliation(s)
| | - Vito Cantisani
- Department of Radiological, Oncological, and Pathological Sciences, Faculty of Medicine, Sapienza University of Rome, Rome, Italy
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Atmakusuma TD, Lubis AM. Correlation of Serum Ferritin and Liver Iron Concentration with Transient Liver Elastography in Adult Thalassemia Intermedia Patients with Blood Transfusion. J Blood Med 2021; 12:235-243. [PMID: 33883962 PMCID: PMC8055280 DOI: 10.2147/jbm.s303703] [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: 02/16/2021] [Accepted: 03/19/2021] [Indexed: 12/03/2022] Open
Abstract
INTRODUCTION Iron overload is a common feature of thalassemia intermedia due to regular blood transfusion and increased gastrointestinal iron absorption. Early detection and adequate iron chelator can decrease morbidity and mortality from iron overload. Liver iron concentration (LIC) by MRI T2* is the best non-invasive way to measure body iron stores. However, this method is expensive and not available nationwide in Indonesia. The aim of this study was to identify liver iron overload and correlation of transferrin saturation, serum ferritin, liver MRI T2* and LIC with transient liver elastography in adult thalassemia intermedia patients. METHODS This is a cross-sectional study of 45 patients with thalassemia intermedia with blood transfusion and with and without iron chelator therapy. The study was conducted at Cipto Mangunkusumo Hospital from August through October 2016. We performed measurements of transferrin saturation, serum ferritin level, transient liver elastography and liver MRI T2*. Pearson and Spearman correlation tests were used to evaluate the correlation between transient liver elastography with transferrin saturation, serum ferritin, liver MRI T2*and LIC. RESULTS AND DISCUSSION This study showed that 64.4% of study subjects are β-Hb E thalassemia intermedia. Furthermore, 84.4% of study subjects have regular transfusion. Based on liver MRI T2*all subjects suffered from liver iron overload, 48.9% had severe degree. Median value of liver MRI T2* was 1.6 ms. Mean serum ferritin was 2831 ng/mL, with median transferrin saturation of 66%. Mean of LIC corresponding to liver MRI T2* and mean liver stiffness measurement was 15.36±7.37 mg Fe/gr dry weight and 7.7±3.8 kPa, respectively. Liver stiffness correlated with serum ferritin (r=0.651; p=0.000), liver MRI T2* (r=-0.357; p=0.016), and LIC (r=0.433; p=0.003). No correlation was found between liver elastography and transferrin saturation (r=0.204; p=0.178). CONCLUSION Serum ferritin, liver MRI T2*and LIC correlated with liver elastography. No correlation was found between transferrin saturation and liver elastography.
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Affiliation(s)
- Tubagus Djumhana Atmakusuma
- Division of Hematology-Medical Oncology, Department of Internal Medicine, Dr. Cipto Mangunkusumo General Hospital, Faculty of Medicine Universitas Indonesia, Jakarta, Indonesia
| | - Anna Mira Lubis
- Division of Hematology-Medical Oncology, Department of Internal Medicine, Dr. Cipto Mangunkusumo General Hospital, Faculty of Medicine Universitas Indonesia, Jakarta, Indonesia
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Rostami T, Monzavi SM, Poustchi H, Khoshdel AR, Behfar M, Hamidieh AA. Analysis of determinant factors of liver fibrosis progression in ex-thalassemic patients. Int J Hematol 2021; 113:145-157. [PMID: 33033952 DOI: 10.1007/s12185-020-02998-4] [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: 02/25/2020] [Revised: 08/20/2020] [Accepted: 09/07/2020] [Indexed: 02/08/2023]
Abstract
Allogeneic hematopoietic stem cell transplantation (allo-HSCT) potentially renders thalassemia patients disease-free with presumably cessation of associated complications. This study analyzes the liver fibrosis status and the determinants of its progression in ex-thalassemic patients. The liver fibrosis status of 108 pediatric transfusion-dependent β-thalassemia major patients was evaluated before and one year after allo-HSCT using transient elastography (TE). All patients achieved normal hematopoiesis. In univariate analyses, not in all, but in patients developing significant post-HSCT iron overload or hepatic graft-versus-host disease (GvHD), as well as recipients of bone marrow stem cells (BMSC), significant TE increment occurred. In multivariable analyses, through a model with large effect size (Adj.R2 = 26%, F(3,104) = 13.53, P < 0.001), post-HSCT serum ferritin and hepatic GvHD were ascertained as independent determinants of significant TE increase, and the effect of stem cell graft source approached the level of significance. Excluding the patients with intermediate/high Lucarelli risk classes, the TE increase was significantly greater only in BMSC recipients (P = 0.033). Although the risk impact of allograft source on liver fibrosis progression requires further evaluation; hepatic status of ex-thalassemic patients can be preserved after HSCT, if hepatic GvHD is controlled and adequate post-transplantation iron depletion is ensured.
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Affiliation(s)
- Tahereh Rostami
- Hematology-Oncology and Stem Cell Transplantation Research Center, Tehran University of Medical Sciences, Tehran, Iran
| | - Seyed Mostafa Monzavi
- Department of Pediatric Stem Cell Transplantation, Children's Medical Center, Tehran University of Medical Sciences, Tehran, Iran
| | - Hossein Poustchi
- Liver and Pancreatobiliary Diseases Research Center, Digestive Diseases Research Institute, Tehran University of Medical Sciences, Tehran, Iran
| | - Ali Reza Khoshdel
- Modern Epidemiology Research Center, AJA University of Medical Sciences, Tehran, Iran
| | - Maryam Behfar
- Department of Pediatric Stem Cell Transplantation, Children's Medical Center, Tehran University of Medical Sciences, Tehran, Iran
- Pediatric Cell Therapy Research Center, Tehran University of Medical Sciences, Tehran, Iran
| | - Amir Ali Hamidieh
- Department of Pediatric Stem Cell Transplantation, Children's Medical Center, Tehran University of Medical Sciences, Tehran, Iran.
- Pediatric Cell Therapy Research Center, Tehran University of Medical Sciences, Tehran, Iran.
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Latif S, Kalam Q, Zuberi BF. Correlation between Serum Ferritin Levels and Liver Stiffness measured by Fibroscan in patients with Chronic Hepatitis C. Pak J Med Sci 2020; 36:355-359. [PMID: 32292433 PMCID: PMC7150419 DOI: 10.12669/pjms.36.3.1288] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/27/2019] [Accepted: 01/02/2020] [Indexed: 11/15/2022] Open
Abstract
OBJECTIVE To determine correlation between transient elastography values with serum ferritin and duration of infection in patients of hepatitis C. METHODS A cross-sectional study was conducted at medical units of Civil Hospital, Karachi. The study protocol was approved by the Research Evaluation Unit of College of Physician and Surgeon Pakistan (CPSP). Patients fulfilling inclusion criteria were included after taking informed consent. Serum ferritin levels were tested by standard laboratory procedures and transient elastography by fibroscan. Regression analysis was done to see correlation of ferritin with transient elastography and duration of HCV. RESULTS Over all 120 patients fulfilling the selection criteria were selected after informed consent. These included 68 (56.7%) male & 52 (43.3%) female. Significant differences in ferritin levels by Fibrosis stages were observed by ANOVA (df = 3; F =12.768; p = <0.001). Serum ferritin showed linear pattern across Fibrosis stages (F = 33.948; p = <0.001). Regression analysis of ferritin and duration of HCV showed significant impact on TE scores (r2 = 0.317). CONCLUSIONS There is significant correlation between serum ferritin and duration of HCV with TE scores.
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Affiliation(s)
- Saba Latif
- Dr. Saba Latif, MBBS, FCPS. Senior Registrar, Patel Hospital, Karachi, Pakistan
| | - Quratulain Kalam
- Dr. Quratulain Kalam, MBBS, FCPS. Senior Registrar, Patel Hospital, Karachi, Pakistan
| | - Bader Faiyaz Zuberi
- Dr. Bader Faiyaz Zuberi, MBBS, FCPS. Professor of Medicine, Dow University of Health Sciences, Karachi, Pakistan
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Fang C, Virdee S, Jacob J, Rufai O, Agarwal K, Quaglia A, Quinlan DJ, Sidhu PS. Strain elastography for noninvasive assessment of liver fibrosis: A prospective study with histological comparison. ULTRASOUND : JOURNAL OF THE BRITISH MEDICAL ULTRASOUND SOCIETY 2019; 27:262-271. [PMID: 31762783 DOI: 10.1177/1742271x19862836] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/06/2019] [Accepted: 06/13/2019] [Indexed: 12/11/2022]
Abstract
The aim of this study was to prospectively evaluate the diagnostic performance of strain elastography for the assessment of liver fibrosis in patients with chronic liver disease using Ishak (0-6) histology stage as a reference standard. Ninety-eight consecutive patients with suspected chronic liver disease scheduled for liver biopsy (n = 78) or histologically confirmed cirrhosis (n = 20) were enrolled. Liver fibrosis Index (LF Index) calculated by strain elastography, liver stiffness by transient elastography and serum fibrosis markers (aspartate aminotransferase-to-platelet ratio index and King's Score) were measured. Spearman's correlation coefficient between the LF Index, liver stiffness, serum fibrosis markers and fibrosis stage were calculated and compared using areas under the receiver-operating characteristics (AUROCs) curves. Among 73 patients who underwent strain elastography, there was weak correlation between fibrosis stage and the LF Index (Spearman's: ρ = 0.385 for Ishak score; P = 0.001). Among 52 patients who underwent strain elastography and transient elastography, the AUROC values using LF Index, transient elastography, aspartate aminotransferase-to-platelet ratio index and King's Score for diagnosing significant fibrosis (Ishak score ≥ 3) were 0.79, 0.87, 0.86 and 0.85, respectively (P < 0.0001) and for diagnosing severe fibrosis/cirrhosis (Ishak score ≥ 5) were 0.83, 0.94, 0.92 and 0.92, respectively (P < 0.0001). When comparing the diagnostic performance using LF Index, transient elastography, aspartate aminotransferase-to-platelet ratio index and King's Score, transient elastography shows a significantly higher AUROC value than LF Index in detecting severe fibrosis (P = 0.0149). The diagnostic performance of LF Index calculated by strain elastography was not statistically significantly different to the other noninvasive tests for the assessment of significant liver fibrosis but inferior to transient elastography for the assessment of severe fibrosis/cirrhosis.
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Affiliation(s)
- Cheng Fang
- Department of Radiology, King's College Hospital, London, UK
| | - Sanjiv Virdee
- Department of Radiology, King's College Hospital, London, UK
| | - Joseph Jacob
- Centre for Medical Imaging Computing, University College London, UK
| | - Olivia Rufai
- Department of Radiology, King's College Hospital, London, UK
| | - Kosh Agarwal
- Institute of Liver Studies, King's College Hospital, London, UK
| | - Alberto Quaglia
- Institute of Liver Studies, King's College Hospital, London, UK
| | | | - Paul S Sidhu
- Department of Radiology, King's College Hospital, London, UK
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Serai SD, Trout AT. Can MR elastography be used to measure liver stiffness in patients with iron overload? Abdom Radiol (NY) 2019; 44:104-109. [PMID: 30066167 DOI: 10.1007/s00261-018-1723-9] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/17/2022]
Abstract
Untreated hepatic iron overload causes hepatic fibrosis and cirrhosis and can predispose to hepatocellular carcinoma. MR elastography (MRE) provides a non-invasive means to measure liver stiffness, which correlates with liver fibrosis but standard gradient recalled echo (GRE)-based MRE techniques fail in patients with high iron due to very low hepatic signal. Short echo time (TE) 2D spin echo echoplanar imaging (SE-EPI)-based MRE may allow measurement of stiffness in the iron loaded liver. The purpose of this study was to describe the use of such an MRE sequence in patients undergoing liver iron quantification by MRI. In our preliminary study of 43 patients with mean LIC of 9.3 mg/g (range 1.8-21.5 mg/g), liver stiffness measurements could be made in 77% (33/43) of patients with a short TE, SE-EPI based MRE sequence. On average, mean LIC in patients with failed MRE was higher than in those with successful MRE (15.9 mg/g dry weight vs. 7.3 mg/g), but a cut-off value for successful MRE could not be established. Seven patients (21% of those with successful MRE) had liver stiffness values suggestive of the presence of significant fibrosis (> 2.49 kPa). A short TE, SE-EPI based MR elastography sequence allows successful measurement of liver stiffness in a majority of patients with liver iron loading, potentially allowing non-invasive screening for fibrosis.
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Golfeyz S, Lewis S, Weisberg IS. Hemochromatosis: pathophysiology, evaluation, and management of hepatic iron overload with a focus on MRI. Expert Rev Gastroenterol Hepatol 2018; 12:767-778. [PMID: 29966105 DOI: 10.1080/17474124.2018.1496016] [Citation(s) in RCA: 37] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/11/2022]
Abstract
Hereditary hemochromatosis (HH) is an autosomal recessive disorder that occurs in approximately 1 in 200-250 individuals. Mutations in the HFE gene lead to excess iron absorption. Excess iron in the form of non-transferrin-bound iron (NTBI) causes injury and is readily uptaken by cardiomyocytes, pancreatic islet cells, and hepatocytes. Symptoms greatly vary among patients and include fatigue, abdominal pain, arthralgias, impotence, decreased libido, diabetes, and heart failure. Untreated hemochromatosis can lead to chronic liver disease, fibrosis, cirrhosis, and hepatocellular carcinoma (HCC). Many invasive and noninvasive diagnostic tests are available to aid in diagnosis and treatment. MRI has emerged as the reference standard imaging modality for the detection and quantification of hepatic iron deposition, as ultrasound (US) is unable to detect iron overload and computed tomography (CT) findings are nonspecific and influenced by multiple confounding variables. If caught and treated early, HH disease progression can significantly be altered. Area covered: The data on Hemochromatosis, iron overload, and MRI were gathered by searching PubMed. Expert commentary: MRI is a great tool for diagnosis and management of iron overload. It is safe, effective, and a standard protocol should be included in diagnostic algorithms of future treatment guidelines.
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Affiliation(s)
- Shmuel Golfeyz
- a Department of Internal Medicine , Mount Sinai Beth Israel , New York , NY , USA
| | - Sara Lewis
- b Department of Radiology , Icahn School of Medicine at Mount Sinai , New York , NY , USA.,c Translational and Molecular Imaging Institute , Icahn School of Medicine at Mount Sinai , New York , NY , USA
| | - Ilan S Weisberg
- d Department of Digestive Diseases and Hepatology , Mount Sinai Beth Israel , New York , NY , USA
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Ippolito D, Schiavone V, Talei Franzesi CR, Casiraghi AS, Drago SG, Riva L, Sironi S. Real-Time Elastography: Noninvasive Diagnostic Tool in the Evaluation of Liver Stiffness in Patients with Chronic Viral Hepatitis, Correlation with Histological Examination. Dig Dis 2018; 36:289-297. [PMID: 29698947 DOI: 10.1159/000480699] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/08/2017] [Accepted: 08/14/2017] [Indexed: 02/05/2023]
Abstract
PURPOSE To determine the value of real-time elastography (RTE) in the assessment of liver stiffness in patients with chronic viral hepatitis, correlating RTE data with the extent of fibrosis based on biopsy findings (Ishak score). METHODS We evaluated 98 patients (45-75 years) with chronic viral hepatitis (51 HCV, 47 HBV) by using ultrasonography (US) study combined with RTE analysis. In the RTE images, relative tissue stiffness is expressed, according to color scale, with soft areas represented in green/red colors and hard areas in blue. We divided the patients into 2 groups based on the fibrosis degree: soft degree (D1, corresponding to F1-F3 Ishak score) and hard degree (D2, corresponding to F4-F6). Before RTE, all patients underwent a US-guided percutaneous liver biopsy (right lobe). RESULTS Quantitative RTE data were compared with liver biopsy by using the Spearman correlation coefficient in order to assess the correlation between the RTE (D) and fibrosis, according to Ishak score (F) at histology. At RTE, out of 98 patients 55 had degree D1 and 43 had degree D2; at histological analysis, we observed the following: 15 patients with F1, 28 with F2, 17 with F3, 16 with F4, 12 with F5, and 10 with F6. The Spearman's coefficient showed significant correlation between D and F degree, obtaining rho = 0.573, p = 0.003. CONCLUSIONS RTE analysis showed high diagnostic accuracy in the assessment of fibrosis, and it appears to be a useful diagnostic tool for noninvasive quantification of fibrosis in patients with chronic viral hepatitis.
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Affiliation(s)
- Davide Ippolito
- School of Medicine, University of Milano-Bicocca, Monza, Italy
- Department of Diagnostic Radiology, H. S. Gerardo Monza, Monza, Italy
| | - Valentina Schiavone
- School of Medicine, University of Milano-Bicocca, Monza, Italy
- Department of Diagnostic Radiology, H. S. Gerardo Monza, Monza, Italy
| | - Cammillo Roberto Talei Franzesi
- School of Medicine, University of Milano-Bicocca, Monza, Italy
- Department of Diagnostic Radiology, H. S. Gerardo Monza, Monza, Italy
| | - Alessandra Silvia Casiraghi
- School of Medicine, University of Milano-Bicocca, Monza, Italy
- Department of Diagnostic Radiology, H. S. Gerardo Monza, Monza, Italy
| | - Silvia Girolama Drago
- School of Medicine, University of Milano-Bicocca, Monza, Italy
- Department of Diagnostic Radiology, H. S. Gerardo Monza, Monza, Italy
| | - Luca Riva
- School of Medicine, University of Milano-Bicocca, Monza, Italy
- Department of Diagnostic Radiology, H. S. Gerardo Monza, Monza, Italy
| | - Sandro Sironi
- School of Medicine, University of Milano-Bicocca, Monza, Italy
- Department of Diagnostic Radiology, H. Papa Giovanni XXIII, Piazza OMS, Bergamo, Italy
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Maira D, Cassinerio E, Marcon A, Mancarella M, Fraquelli M, Pedrotti P, Cappellini MD. Progression of liver fibrosis can be controlled by adequate chelation in transfusion-dependent thalassemia (TDT). Ann Hematol 2017; 96:1931-1936. [PMID: 28875336 DOI: 10.1007/s00277-017-3120-9] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/22/2017] [Accepted: 08/21/2017] [Indexed: 01/19/2023]
Abstract
A substantial proportion of patients with transfusion-dependent beta-thalassemia major suffer from chronic liver disease. Iron overload resulting from repeated transfusions and HCV infection has been implicated in the development of liver fibrosis. Hepatic siderosis and fibrosis were assessed in 99 transfusion-dependent thalassemia (TDT) patients using transient elastography (TE) and liver iron concentration (LIC) assessed by T2*MRI at baseline and after 4 years. Data were analyzed retrospectively. At baseline, the overall mean liver stiffness measurement (LSM) was 7.4 ± 3.2 kPa and the mean LIC was 4.81 ± 3.82 mg/g dw (n = 99). Data available at 4 ± 1.5 years showed a significant reduction in LSM (6.6 ± 3.2 kPa, p 0.017) and hepatic siderosis measured by LIC (3.65 ± 3.45 mg/g dw, p 0.001). This result was confirmed when considering patients with iron overload at the time of the first measurement (n = 41) and subjects treated with a stable dose of deferasirox over the entire period of observation (n = 39). A reduction of LSM, yet not statistically significant, was achieved in patients on combined deferoxamine + deferiprone, while the group on deferoxamine (n = 11) remained stable over time. HCV-RNA positivity was found in 33 patients at T0, 20 of which were treated during the observation period. Patients who underwent anti-HCV therapy showed a more evident reduction in LSM (9 ± 3 vs 7 ± 3.1 kPa, p 0.016). Adequate chelation therapy is mandatory in order to prevent liver disease progression in TDT. Patients could benefit from regular non-invasive assessment of liver fibrosis by TE to indirectly monitor treatment adequacy and therapeutic compliance.
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Affiliation(s)
- D Maira
- Rare Disease Center, Department of Medicine and Medical Specialities, Ca' Granda Foundation IRCCS Ospedale Maggiore Policlinico, University of Milan, Milan, Italy.
| | - E Cassinerio
- Rare Disease Center, Department of Medicine and Medical Specialities, Ca' Granda Foundation IRCCS Ospedale Maggiore Policlinico, University of Milan, Milan, Italy
| | - A Marcon
- Rare Disease Center, Department of Medicine and Medical Specialities, Ca' Granda Foundation IRCCS Ospedale Maggiore Policlinico, University of Milan, Milan, Italy
| | - M Mancarella
- Rare Disease Center, Department of Medicine and Medical Specialities, Ca' Granda Foundation IRCCS Ospedale Maggiore Policlinico, University of Milan, Milan, Italy
| | - M Fraquelli
- Second Division of Gastroenterology, Ca' Granda Foundation IRCCS Ospedale Maggiore Policlinico, University of Milan, Milan, Italy
| | - P Pedrotti
- CMR Unit, Department of Cardiology, Niguarda Ca' Granda Hospital, Milan, Italy
| | - M D Cappellini
- Rare Disease Center, Department of Medicine and Medical Specialities, Ca' Granda Foundation IRCCS Ospedale Maggiore Policlinico, University of Milan, Milan, Italy
- Department of Clinical Sciences and Community Health, University of Milan, Milan, Italy
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13
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Pipaliya N, Solanke D, Parikh P, Ingle M, Sharma R, Sharma S, Sawant P. Comparison of Tissue Elastography With Magnetic Resonance Imaging T2* and Serum Ferritin Quantification in Detecting Liver Iron Overload in Patients With Thalassemia Major. Clin Gastroenterol Hepatol 2017; 15:292-298.e1. [PMID: 27650324 DOI: 10.1016/j.cgh.2016.08.046] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/14/2016] [Revised: 08/07/2016] [Accepted: 08/30/2016] [Indexed: 02/07/2023]
Abstract
BACKGROUND & AIMS We investigated whether tissue elastography (TE) can be used as an alternative to magnetic resonance imaging (MRI) T2* analysis to determine the degree of iron overload in patients with thalassemia major. METHODS We conducted a prospective study of 154 patients (99 male; mean age, 12 ± 3.6 years) with thalassemia major requiring chronic blood transfusion and on iron chelator therapy. The study was performed at a tertiary hospital in India from January 2015 through June 2015. We performed routine blood sample analyses, measurements of serum levels of ferritin, and TE within 1 month of MRI T2* analysis of the liver. The Spearman correlation test and linear regression analysis were used to evaluate the correlation between TE liver stiffness measurements and R2* MRI results or serum ferritin levels. RESULTS The subjects' mean total serum levels of bilirubin, alanine aminotransferase, aspartate aminotransferase, and albumin were 1.4 ± 0.6 mg/dL, 65.0 ± 51.8 IU/L, 62.9 ± 44 IU/L, and 4.2 ± 0.2 g/d, respectively. Mean liver stiffness measurement, MRI T2* (3 T), corresponding MRI R2* (3 T), and ferritin values were 8.2 ± 4.4 kPa, 3.18 ± 2.6 milliseconds, 617.3 ± 549 Hz, and 4712 ± 3301 ng/mL, respectively. On the basis of MRI analysis, 67 patients (43.5%) had mild iron overload, 49 patients (31.8%) had moderate iron overload, and 22 patients (14.3%) had severe iron overload. Fibroscan liver stiffness measurements correlated with MRI R2* values (r = 0.85; P < .001). TE results identified the patients with severe, moderate, and mild iron overload with area under the receiver operating characteristic curve values of 94.8%, 84.5%, and 84.7%, respectively. Liver stiffness measurements greater than 13.5, 7.8, and 5.5 kPa identified patients with severe, moderate, and mild iron overload, respectively; the sensitivity and specificity values were 92% and 93% for severe overload, 82% and 82% for moderate overload, and 73% and 75% for mild overload. No correlation was found between TE results and serum level of ferritin (r = 0.19; P = .11). CONCLUSIONS Results of TE correlate with those from MRI T2* analysis. TE is cheaper and more available than MRI and might be used to estimate hepatic iron overload, especially moderate to severe overload in patients with thalassemia major who require chronic transfusion.
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Affiliation(s)
- Nirav Pipaliya
- Lokmanya Tilak Municipal Medical College and General Hospital, Sion, Mumbai, India.
| | - Dattatray Solanke
- Lokmanya Tilak Municipal Medical College and General Hospital, Sion, Mumbai, India
| | - Pathik Parikh
- Lokmanya Tilak Municipal Medical College and General Hospital, Sion, Mumbai, India
| | - Meghraj Ingle
- Lokmanya Tilak Municipal Medical College and General Hospital, Sion, Mumbai, India
| | - Ratna Sharma
- Lokmanya Tilak Municipal Medical College and General Hospital, Sion, Mumbai, India
| | - Sujata Sharma
- Lokmanya Tilak Municipal Medical College and General Hospital, Sion, Mumbai, India
| | - Prabha Sawant
- Lokmanya Tilak Municipal Medical College and General Hospital, Sion, Mumbai, India
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14
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Bacigalupo L, Paparo F, Zefiro D, Viberti CM, Cevasco L, Gianesin B, Pinto VM, Rollandi GA, Wood JC, Forni GL. Comparison between different software programs and post-processing techniques for the MRI quantification of liver iron concentration in thalassemia patients. Radiol Med 2016; 121:751-62. [PMID: 27334009 DOI: 10.1007/s11547-016-0661-2] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/10/2015] [Accepted: 06/01/2016] [Indexed: 01/19/2023]
Abstract
PURPOSE In magnetic resonance imaging (MRI) relaxometry, various software programs are available to perform R2* measurements and to estimate the liver iron concentration (LIC). The main objective of our study was to compare R2* LIC values, obtained with three different software programs based on specific decay models and calibration curves, with LIC estimates provided by R2-relaxometry (FerriScan). METHODS This retrospective study included 15 patients with 15 baseline MRIs and 34 serial examinations. R2* LIC estimates were calculated using the FuncTool, CMRtools/Thalassemia Tools and Quanta Hematology programs. Longitudinal LIC changes (ΔLIC) were calculated using the subset of 34 serial MRIs. RESULTS After Bland-Altman analysis on baseline data, Quanta Hematology, which employs the monoexponential-plus-constant fit, produced the lowest mean difference [0.01 ± 0.14 log(mg/gdw)] with the closest limits of agreement. In the longitudinal setting, Quanta Hematology again gave the lowest mean difference between R2 and R2* LIC (0.1 ± 2.6 mg/gdw). Using FerriScan as reference, the value of concordant directional ΔLIC changes was the same for all programs (27/34, 85.7 %). CONCLUSIONS R2* LICs are higher than R2 LICs at iron levels <7 mg/gdw, while R2 LIC averages higher than R2* LIC with increasing iron load. The monoexponential-plus-constant model provided the best agreement with R2 LIC estimates.
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Affiliation(s)
- Lorenzo Bacigalupo
- Radiology Unit, Department of Diagnostic Imaging, E.O. Ospedali Galliera, Mura delle Cappuccine 14, 16128, Genoa, Italy.
| | - Francesco Paparo
- Radiology Unit, Department of Diagnostic Imaging, E.O. Ospedali Galliera, Mura delle Cappuccine 14, 16128, Genoa, Italy
| | - Daniele Zefiro
- Department of Medical Physics, ASL n.5 "Spezzino", Via XXIV Maggio 139, 19124, La Spezia, Italy
| | - Carlo Maria Viberti
- Medical Physics Unit, E.O. Ospedali Galliera, Mura delle Cappuccine 14, 16128, Genoa, Italy
| | - Luca Cevasco
- Radiology Unit, Department of Diagnostic Imaging, E.O. Ospedali Galliera, Mura delle Cappuccine 14, 16128, Genoa, Italy
| | - Barbara Gianesin
- Medical Physics Unit, E.O. Ospedali Galliera, Mura delle Cappuccine 14, 16128, Genoa, Italy
| | - Valeria Maria Pinto
- Microcitemia and Hereditary Anaemias Unit, E.O. Ospedali Galliera, Mura delle Cappuccine 14, 16128, Genoa, Italy
| | - Gian Andrea Rollandi
- Radiology Unit, Department of Diagnostic Imaging, E.O. Ospedali Galliera, Mura delle Cappuccine 14, 16128, Genoa, Italy
| | - John C Wood
- Department of Radiology, Children's Hospital Los Angeles, Los Angeles, CA, USA
| | - Gian Luca Forni
- Microcitemia and Hereditary Anaemias Unit, E.O. Ospedali Galliera, Mura delle Cappuccine 14, 16128, Genoa, Italy
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15
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Piccardo A, Puntoni M, Treglia G, Foppiani L, Bertagna F, Paparo F, Massollo M, Dib B, Paone G, Arlandini A, Catrambone U, Casazza S, Pastorino A, Cabria M, Giovanella L. Thyroid nodules with indeterminate cytology: prospective comparison between 18F-FDG-PET/CT, multiparametric neck ultrasonography, 99mTc-MIBI scintigraphy and histology. Eur J Endocrinol 2016; 174:693-703. [PMID: 26966173 DOI: 10.1530/eje-15-1199] [Citation(s) in RCA: 36] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/08/2015] [Accepted: 02/19/2016] [Indexed: 01/03/2023]
Abstract
PURPOSE To evaluate the role of (18)F-flurodeoxiglucose positron emission tomography/computed tomography ((18)F-FDG-PET/CT) in predicting malignancy of thyroid nodules with indeterminate cytology. PATIENTS AND METHODS We analysed 87 patients who have been scheduled to undergo surgery for thyroid nodule with indeterminate cytology. All patients underwent (18)F-FDG-PET/CT, multiparametric neck ultrasonography (MPUS), and (99m)Tc-methoxyisobutylisonitrile scintigraphy ((99m)Tc-MIBI-scan). Histopathology was the standard of reference. We compared the sensitivity (SE), specificity (SP), accuracy (AC), positive (PPV) and negative predictive (NPV) values of (18)F-FDG-PET/CT with those of (99m)Tc-MIBI-scan and MPUS in detecting cancer. Univariate and multivariate analyses evaluated the association between each diagnostic tool and histopathology. RESULTS On histopathology, 69 out of 87 nodules were found to be benign and 18 to be malignant. The SE, SP, AC, PPV and NPV of (18)F-FDG-PET/CT were 94, 58, 66, 37 and 98% respectively. The SE, AC and NPV of (18)F-FDG-PET/CT were significantly higher than those of MPUS and (99m)Tc-MIBI-scan. The association of both positive (18)F-FDG-PET/CT and MPUS (FDG+/MPUS+) showed significantly lower SE (61% vs 94%) and NPV (88% vs 98%) than (18)F-FDG-PET/CT alone, but significantly higher SP (77% vs 58%). On univariate analysis, (18)F-FDG-PET/CT and the combination of FDG+/MPUS+ and of FDG+/MIBI- were all significantly associated with histopathology. On multivariate analysis, only FDG+/MIBI- was significantly associated with histopathology. CONCLUSION The AC of (18)F-FDG-PET /CT in detecting thyroid malignancy is higher than that of (99m)Tc-MIBI-scan and MPUS. A negative (18)F-FDG-PET/CT correctly predicts benign findings on histopathology. The association of FDG+/MPS+ is significantly more specific than (18)F-FDG-PET/CT alone in identifying differentiated thyroid cancer. A positive (18)F-FDG-PET/CT is significantly associated with malignancy when qualitative (99m)Tc-MIBI-scan is rated as negative.
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Affiliation(s)
- A Piccardo
- Nuclear Medicine UnitOffice of the Scientific Director, Galliera Hospital, Genoa, Italy
| | - M Puntoni
- Clinical Trial UnitOffice of the Scientific Director, Galliera Hospital, Genoa, Italy
| | - G Treglia
- Department of Nuclear Medicine and PET/CT CentreOncology Institute of Southern Switzerland, Bellinzona, Switzerland
| | - L Foppiani
- Internal MedicineGalliera Hospital, Genoa, Italy
| | - F Bertagna
- Department of Nuclear MedicineUniversity of Brescia and Spedali Civili di Brescia, Brescia, Italy
| | - F Paparo
- Department of RadiologyGalliera Hospital, Genoa, Italy
| | - M Massollo
- Nuclear Medicine UnitOffice of the Scientific Director, Galliera Hospital, Genoa, Italy
| | - B Dib
- Nuclear Medicine UnitOffice of the Scientific Director, Galliera Hospital, Genoa, Italy
| | - G Paone
- Department of Nuclear Medicine and PET/CT CentreOncology Institute of Southern Switzerland, Bellinzona, Switzerland
| | - A Arlandini
- Department of SurgeryThyroid Centre, Galliera Hospital, Genoa, Italy
| | - U Catrambone
- Department of SurgeryThyroid Centre, Galliera Hospital, Genoa, Italy
| | - S Casazza
- Department of PathologyGalliera Hospital, Genoa, Italy
| | - A Pastorino
- Department of PathologyGalliera Hospital, Genoa, Italy
| | - M Cabria
- Nuclear Medicine UnitOffice of the Scientific Director, Galliera Hospital, Genoa, Italy
| | - L Giovanella
- Department of Nuclear Medicine and PET/CT CentreOncology Institute of Southern Switzerland, Bellinzona, Switzerland
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16
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Salameh N, Sarracanie M, Armstrong BD, Rosen MS, Comment A. Overhauser-enhanced magnetic resonance elastography. NMR IN BIOMEDICINE 2016; 29:607-613. [PMID: 26915977 DOI: 10.1002/nbm.3499] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/07/2015] [Revised: 01/07/2016] [Accepted: 01/08/2016] [Indexed: 06/05/2023]
Abstract
Magnetic resonance elastography (MRE) is a powerful technique to assess the mechanical properties of living tissue. However, it suffers from reduced sensitivity in regions with short T2 and T2 * such as in tissue with high concentrations of paramagnetic iron, or in regions surrounding implanted devices. In this work, we exploit the longer T2 * attainable at ultra-low magnetic fields in combination with Overhauser dynamic nuclear polarization (DNP) to enable rapid MRE at 0.0065 T. A 3D balanced steady-state free precession based MRE sequence with undersampling and fractional encoding was implemented on a 0.0065 T MRI scanner. A custom-built RF coil for DNP and a programmable vibration system for elastography were developed. Displacement fields and stiffness maps were reconstructed from data recorded in a polyvinyl alcohol gel phantom loaded with stable nitroxide radicals. A DNP enhancement of 25 was achieved during the MRE sequence, allowing the acquisition of 3D Overhauser-enhanced MRE (OMRE) images with (1.5 × 2.7 × 9) mm(3) resolution over eight temporal steps and 11 slices in 6 minutes. In conclusion, OMRE at ultra-low magnetic field can be used to detect mechanical waves over short acquisition times. This new modality shows promise to broaden the scope of conventional MRE applications, and may extend the utility of low-cost, portable MRI systems to detect elasticity changes in patients with implanted devices or iron overload.
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Affiliation(s)
- Najat Salameh
- Department of Radiology, A. A. Martinos Center for Biomedical Imaging, Massachusetts General Hospital, Charlestown, MA, USA
- Department of Radiology, Harvard Medical School, Boston, MA, USA
- Department of Physics, Harvard University, Cambridge, MA, USA
- Institute of Physics of Biological Systems, École Polytechnique Fédérale de Lausanne, Lausanne, Switzerland
| | - Mathieu Sarracanie
- Department of Radiology, A. A. Martinos Center for Biomedical Imaging, Massachusetts General Hospital, Charlestown, MA, USA
- Department of Radiology, Harvard Medical School, Boston, MA, USA
- Department of Physics, Harvard University, Cambridge, MA, USA
| | - Brandon D Armstrong
- Department of Radiology, A. A. Martinos Center for Biomedical Imaging, Massachusetts General Hospital, Charlestown, MA, USA
- Department of Physics, Harvard University, Cambridge, MA, USA
| | - Matthew S Rosen
- Department of Radiology, A. A. Martinos Center for Biomedical Imaging, Massachusetts General Hospital, Charlestown, MA, USA
- Department of Radiology, Harvard Medical School, Boston, MA, USA
- Department of Physics, Harvard University, Cambridge, MA, USA
| | - Arnaud Comment
- Institute of Physics of Biological Systems, École Polytechnique Fédérale de Lausanne, Lausanne, Switzerland
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17
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Marques S, Carmo J, Túlio MA, Bispo M, Matos L, Chagas C. Diagnostic Performance of Real-Time Elastography in the Assessment of Advanced Fibrosis in Chronic Hepatitis C. GE-PORTUGUESE JOURNAL OF GASTROENTEROLOGY 2015; 23:13-18. [PMID: 28868425 PMCID: PMC5580147 DOI: 10.1016/j.jpge.2015.10.008] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 09/28/2015] [Accepted: 10/25/2015] [Indexed: 02/07/2023]
Abstract
Background and aims Since liver fibrosis index (LFI) was developed by Fujimoto et al., real-time elastography (RTE) has become a promising non-invasive technique to assess fibrosis in chronic hepatitis C (CHC). The aims of this study were to compare the diagnostic performance of RTE versus laboratory tests to predict advanced fibrosis (METAVIR scoring system: F ≥ 3) in patients with CHC, using liver biopsy (LB) as the reference standard; and to evaluated the impact of patient anthropometric features on RTE histogram acquisition. Methods This prospective study included 37 patients with CHC scheduled for LB. Aspartate aminotransferase (AST)/alanine aminotransferase (AST) ratio, AST/platelet ratio index (APRI), and Fibrosis-4 index (FIB-4) were calculated from recent (≤6 months) laboratory data. RTE was performed by two independent operators blind to each other’ findings and to LB results, using Hitachi HI-VISION Avius ultrasound system. According to Hitachi RTE software, liver elasticity was evaluated through the LFI. Percutaneous ultrasound-assisted LB was performed in the same day of RTE. All LB specimens were analyzed by an expert pathologist blind to RTE results. Hepatic fibrosis was staged according to METAVIR scoring system. The diagnostic performance of the LFI, AST/ALT ratio, APRI and FIB-4 for predicting advanced fibrosis was assessed using area under receiver-operating characteristic curve (AUROC), sensitivity, specificity, positive-predictive and negative-predictive (NPV) values. Results Thirty-seven LB were performed without complications. The distribution according to METAVIR scoring system was F0–1 in 13 patients (35%), F2 in 13 (35%), F3 in 9 (25%) and F4 in 2 (5%). Thirty-seven RTE procedures were performed. Histogram acquisition was successfully achieved in 32 patients (86%). Abdominal wall thickness ≥23 mm was associated with no histogram acquisition (p = 0.018). Using the optimal cut-off value of 2.38, the AUROC for the LFI was 0.73. The AUROC for the AST/ALT ratio, APRI and FIB-4 were 0.62, 0.79, and 0.82, respectively. Conclusions The LFI calculated by RTE showed a very good diagnostic performance to predict advanced fibrosis in CHC, with remarkable sensitivity and NPV (both 100%).
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Affiliation(s)
- Susana Marques
- Gastroenterology Department, Hospital de Egas Moniz, Centro Hospitalar Lisboa Ocidental, Lisbon, Portugal
| | - Joana Carmo
- Gastroenterology Department, Hospital de Egas Moniz, Centro Hospitalar Lisboa Ocidental, Lisbon, Portugal
| | - Maria Ana Túlio
- Gastroenterology Department, Hospital de Egas Moniz, Centro Hospitalar Lisboa Ocidental, Lisbon, Portugal
| | - Miguel Bispo
- Gastroenterology Department, Hospital de Egas Moniz, Centro Hospitalar Lisboa Ocidental, Lisbon, Portugal
| | - Leopoldo Matos
- Gastroenterology Department, Hospital de Egas Moniz, Centro Hospitalar Lisboa Ocidental, Lisbon, Portugal
| | - Cristina Chagas
- Gastroenterology Department, Hospital de Egas Moniz, Centro Hospitalar Lisboa Ocidental, Lisbon, Portugal
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18
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GE LAN, SHI BAOMIN, SONG YE, LI YUAN, WANG SHUO, WANG XIUYAN. Clinical value of real-time elastography quantitative parameters in evaluating the stage of liver fibrosis and cirrhosis. Exp Ther Med 2015; 10:983-990. [PMID: 26622426 PMCID: PMC4533211 DOI: 10.3892/etm.2015.2628] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/18/2014] [Accepted: 03/19/2015] [Indexed: 02/06/2023] Open
Abstract
The aim of the present study was to assess the value of real-time elastography (RTE) quantitative parameters, namely the liver fibrosis (LF) index and the ratio of blue area (%AREA), in evaluating the stage of liver fibrosis. RTE quantitative analysis software was used to examine 120 patients with chronic hepatitis in order to obtain the values for 12 quantitative parameters from the elastic images. The diagnostic performance of two such parameters, the LF index and %AREA, were assessed with a receiver operating characteristic (ROC) curve to determine the optimal diagnostic cut-off values for liver cirrhosis and fibrosis. A good correlation was observed between the LF index and %AREA with the fibrosis stage. The areas under the ROC curve for the LF index were 0.985 for the diagnosis of liver cirrhosis and 0.790 for liver fibrosis. With regard to %AREA, the areas under the ROC curve for the diagnosis of liver cirrhosis and fibrosis were 0.963 and 0.770, respectively. An LF index of >3.25 and a %AREA of >28.83 for the diagnosis of cirrhosis stage resulted in sensitivity values of 100 and 100%, specificity values of 88.9 and 85.9% and accuracy values of 90.8 and 88.3%, respectively. The LF index and %AREA parameters exhibited higher reliability in the diagnosis of liver cirrhosis compared with the diagnosis of the liver fibrosis stage. However, the two parameters possessed a similar efficacy in the diagnosis of liver cirrhosis and the stage of liver fibrosis. Therefore, the quantitative RTE parameters of the LF index and %AREA may be clinically applicable as reliable indices for the early diagnosis of liver cirrhosis, without the requirement of an invasive procedure.
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Affiliation(s)
- LAN GE
- Department of Ultrasound, Tongji Hospital, Tongji University, Shanghai 200065, P.R. China
| | - BAOMIN SHI
- Department of Ultrasound, Tongji Hospital, Tongji University, Shanghai 200065, P.R. China
| | - YE SONG
- Department of Ultrasound, Tongji Hospital, Tongji University, Shanghai 200065, P.R. China
| | - YUAN LI
- Department of Ultrasound, Tongji Hospital, Tongji University, Shanghai 200065, P.R. China
| | - SHUO WANG
- Department of Ultrasound, Tongji Hospital, Tongji University, Shanghai 200065, P.R. China
| | - XIUYAN WANG
- Department of Ultrasound, Tongji Hospital, Tongji University, Shanghai 200065, P.R. China
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19
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Diagnostic value of MRI proton density fat fraction for assessing liver steatosis in chronic viral C hepatitis. BIOMED RESEARCH INTERNATIONAL 2015; 2015:758164. [PMID: 25866807 PMCID: PMC4383409 DOI: 10.1155/2015/758164] [Citation(s) in RCA: 19] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 07/02/2014] [Accepted: 10/08/2014] [Indexed: 02/06/2023]
Abstract
OBJECTIVE To assess the diagnostic performance of a T1-independent, T2*-corrected multiecho magnetic resonance imaging (MRI) technique for the quantification of hepatic steatosis in a cohort of patients affected by chronic viral C hepatitis, using liver biopsy as gold standard. METHODS Eighty-one untreated patients with chronic viral C hepatitis were prospectively enrolled. All included patients underwent MRI, transient elastography, and liver biopsy within a time interval <10 days. RESULTS Our cohort of 77 patients included 43/77 (55.8%) males and 34/77 (44.2%) females with a mean age of 51.31 ± 11.27 (18-81) years. The median MRI PDFF showed a strong correlation with the histological fat fraction (FF) (r = 0.754, 95% CI 0.637 to 0.836, P < 0.0001), and the correlation was influenced by neither the liver stiffness nor the T2* decay. The median MRI PDFF result was significantly lower in the F4 subgroup (P < 0.05). The diagnostic accuracy of MRI PDFF evaluated by AUC-ROC analysis was 0.926 (95% CI 0.843 to 0.973) for S ≥ 1 and 0.929 (95% CI 0.847 to 0.975) for S = 2. CONCLUSIONS Our MRI technique of PDFF estimation allowed discriminating with a good diagnostic accuracy between different grades of hepatic steatosis.
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20
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Hong H, Li J, Jin Y, Li Q, Li W, Wu J, Huang Z. Performance of real-time elastography for the staging of hepatic fibrosis: a meta-analysis. PLoS One 2014; 9:e115702. [PMID: 25541695 PMCID: PMC4277316 DOI: 10.1371/journal.pone.0115702] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/29/2014] [Accepted: 10/28/2014] [Indexed: 12/16/2022] Open
Abstract
Background With the rapid development of real-time elastography (RTE), a variety of measuring methods have been developed for the assessment of hepatic fibrosis. We evaluated the overall performance of four methods based on RTE by performing meta-analysis of published literature. Methods Online journal databases and a manual search from April 2000 to April 2014 were used. Studies from different databases that meet inclusion criteria were enrolled. The statistical analysis was performed using a random-effects model and fixed-effects model for the overall effectiveness of RTE. The area under the receiver operating characteristic curve (AUROC) was calculated for various means. Fagan plot analysis was used to estimate the clinical utility of RTE, and the heterogeneity of the studies was explored with meta-regression analysis. Results Thirteen studies from published articles were enrolled and analyzed. The combined AUROC of the liver fibrosis index (LFI) for the evaluation of significant fibrosis (F≥2), advanced fibrosis (F≥3), and cirrhosis (F = 4) were 0.79, 0.94, and 0.85, respectively. The AUROC of the elasticity index (EI) ranged from 0.75 to 0.92 for F≥2 and 0.66 to 0.85 for F = 4. The overall AUROC of the elastic ratio of the liver for the intrahepatic venous vessels were 0.94, 0.93, and 0.96, respectively. The AUROC of the elastic ratio of the liver for the intercostal muscle in diagnosing advanced fibrosis and cirrhosis were 0.96 and 0.92, respectively. There was significant heterogeneity in the diagnostic odds ratio (DOR) for F≥2 of LFI mainly due to etiology (p<0.01). Conclusion The elastic ratio of the liver for the intrahepatic vein has excellent precision in differentiating each stage of hepatic fibrosis and is recommend to be applied to the clinic.
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Affiliation(s)
- Huisuo Hong
- Department of Gastroenterology, First Affiliated Hospital of Wenzhou Medical University, Wenzhou, Zhejiang Province, China
| | - Jia Li
- Department of Gastroenterology, First Affiliated Hospital of Wenzhou Medical University, Wenzhou, Zhejiang Province, China
| | - Yin Jin
- Department of Gastroenterology, First Affiliated Hospital of Wenzhou Medical University, Wenzhou, Zhejiang Province, China
| | - Qiao Li
- Ultrasound Imaging Center, First Affiliated Hospital of Wenzhou Medical University, Wenzhou, Zhejiang Province, China
| | - Weimin Li
- Department of Gastroenterology, First Affiliated Hospital of Wenzhou Medical University, Wenzhou, Zhejiang Province, China
| | - Jiansheng Wu
- Department of Gastroenterology, First Affiliated Hospital of Wenzhou Medical University, Wenzhou, Zhejiang Province, China
- * E-mail:
| | - Zhiming Huang
- Department of Gastroenterology, First Affiliated Hospital of Wenzhou Medical University, Wenzhou, Zhejiang Province, China
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21
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Paparo F, Corradi F, Cevasco L, Revelli M, Marziano A, Molini L, Cenderello G, Cassola G, Rollandi GA. Real-time elastography in the assessment of liver fibrosis: a review of qualitative and semi-quantitative methods for elastogram analysis. ULTRASOUND IN MEDICINE & BIOLOGY 2014; 40:1923-1933. [PMID: 24972497 DOI: 10.1016/j.ultrasmedbio.2014.03.021] [Citation(s) in RCA: 21] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/28/2013] [Revised: 03/13/2014] [Accepted: 03/18/2014] [Indexed: 06/03/2023]
Abstract
Despite its invasiveness, liver biopsy is still considered the gold standard for the assessment of hepatic fibrosis. Non-invasive ultrasound-based techniques are increasingly employed to assess parenchymal stiffness and the progression of chronic diffuse liver diseases. Real-time elastography is a rapidly evolving technique that can reveal the elastic properties of tissues. This review examines qualitative and semi-quantitative methods developed for analysis of real-time liver elastograms, to estimate parenchymal stiffness and, indirectly, the stage of fibrosis. Qualitative analysis is the most immediate approach for elastogram analysis, but this method increases intra- and inter-observer variability, which is seen as a major limitation of real-time elastography. Semi-quantitative methods include analysis of the histogram derived from color-coded maps, as well as calculation of the elastic ratio and fibrosis index.
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Affiliation(s)
| | - Francesco Corradi
- Anaesthesia and Intensive Care Unit, E. O. Ospedali Galliera, Genoa, Italy
| | - Luca Cevasco
- School of Radiology, University of Genoa, Genoa, Italy
| | | | - Andrea Marziano
- Department of Radiology, E. O. Ospedali Galliera, Genoa, Italy
| | - Lucio Molini
- Department of Radiology, E. O. Ospedali Galliera, Genoa, Italy
| | | | - Giovanni Cassola
- Unit of Infectious Diseases, E. O. Ospedali Galliera, Genoa, Italy
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22
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Zhang BY, Li XG, Xu J. Assessment of hepatic fibrosis stage by real-time tissue elastography: A meta-analysis. Shijie Huaren Xiaohua Zazhi 2014; 22:2774-2779. [DOI: 10.11569/wcjd.v22.i19.2774] [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] [Indexed: 02/07/2023] Open
Abstract
AIM: To assess the value of real-time tissue elastography (RTE) in hepatic fibrosis stage assessment.
METHODS: We searched PubMed, Elsevier, Springer and CNKI databases for the articles in Chinese or English language that evaluated RTE for diagnosis of hepatic fibrosis. Data of enrolled articles were analyzed with Meta-disc 1.4 software.
RESULTS: A total of 10 studies were included. The pooled sensitivity, specificity and the area under the summary receive operating characteristic curve for significant fibrosis (≥ F2) and cirrhosis (F4) were 83.7%, 80.75%, and 0.9017, and 77.7%, 86.5%, and 0.9183, respectively.
CONCLUSION: RTE is a non-invasive detection method for hepatic fibrosis with high accuracy.
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