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Van Den Berghe T, Verberckmoes B, Kint N, Wallaert S, De Vos N, Algoet C, Behaeghe M, Dutoit J, Van Roy N, Vlummens P, Dendooven A, Van Dorpe J, Offner F, Verstraete K. Predicting cytogenetic risk in multiple myeloma using conventional whole-body MRI, spinal dynamic contrast-enhanced MRI, and spinal diffusion-weighted imaging. Insights Imaging 2024; 15:106. [PMID: 38597979 PMCID: PMC11006637 DOI: 10.1186/s13244-024-01672-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/15/2024] [Accepted: 03/08/2024] [Indexed: 04/11/2024] Open
Abstract
OBJECTIVES Cytogenetic abnormalities are predictors of poor prognosis in multiple myeloma (MM). This paper aims to build and validate a multiparametric conventional and functional whole-body MRI-based prediction model for cytogenetic risk classification in newly diagnosed MM. METHODS Patients with newly diagnosed MM who underwent multiparametric conventional whole-body MRI, spinal dynamic contrast-enhanced (DCE-)MRI, spinal diffusion-weighted MRI (DWI) and had genetic analysis were retrospectively included (2011-2020/Ghent University Hospital/Belgium). Patients were stratified into standard versus intermediate/high cytogenetic risk groups. After segmentation, 303 MRI features were extracted. Univariate and model-based methods were evaluated for feature and model selection. Testing was performed using receiver operating characteristic (ROC) and precision-recall curves. Models comparing the performance for genetic risk classification of the entire MRI protocol and of all MRI sequences separately were evaluated, including all features. Four final models, including only the top three most predictive features, were evaluated. RESULTS Thirty-one patients were enrolled (mean age 66 ± 7 years, 15 men, 13 intermediate-/high-risk genetics). None of the univariate models and none of the models with all features included achieved good performance. The best performing model with only the three most predictive features and including all MRI sequences reached a ROC-area-under-the-curve of 0.80 and precision-recall-area-under-the-curve of 0.79. The highest statistical performance was reached when all three MRI sequences were combined (conventional whole-body MRI + DCE-MRI + DWI). Conventional MRI always outperformed the other sequences. DCE-MRI always outperformed DWI, except for specificity. CONCLUSIONS A multiparametric MRI-based model has a better performance in the noninvasive prediction of high-risk cytogenetics in newly diagnosed MM than conventional MRI alone. CRITICAL RELEVANCE STATEMENT An elaborate multiparametric MRI-based model performs better than conventional MRI alone for the noninvasive prediction of high-risk cytogenetics in newly diagnosed multiple myeloma; this opens opportunities to assess genetic heterogeneity thus overcoming sampling bias. KEY POINTS • Standard genetic techniques in multiple myeloma patients suffer from sampling bias due to tumoral heterogeneity. • Multiparametric MRI noninvasively predicts genetic risk in multiple myeloma. • Combined conventional anatomical MRI, DCE-MRI, and DWI had the highest statistical performance to predict genetic risk. • Conventional MRI alone always outperformed DCE-MRI and DWI separately to predict genetic risk. DCE-MRI alone always outperformed DWI separately, except for the parameter specificity to predict genetic risk. • This multiparametric MRI-based genetic risk prediction model opens opportunities to noninvasively assess genetic heterogeneity thereby overcoming sampling bias in predicting genetic risk in multiple myeloma.
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Affiliation(s)
- Thomas Van Den Berghe
- Department of Radiology and Medical Imaging, Ghent University Hospital, Building -1K12, Corneel Heymanslaan 10, Ghent, B-9000, Belgium.
| | - Bert Verberckmoes
- Department of Radiology and Medical Imaging, Ghent University Hospital, Building -1K12, Corneel Heymanslaan 10, Ghent, B-9000, Belgium
| | - Nicolas Kint
- Department of Clinical Hematology, Ghent University Hospital, Corneel Heymanslaan 10, Ghent, B-9000, Belgium
| | - Steven Wallaert
- Department of Biostatistics, Ghent University Hospital, Corneel Heymanslaan 10, Ghent, B-9000, Belgium
| | - Nicolas De Vos
- Department of Radiology and Medical Imaging, Ghent University Hospital, Building -1K12, Corneel Heymanslaan 10, Ghent, B-9000, Belgium
| | - Chloé Algoet
- Department of Radiology and Medical Imaging, Ghent University Hospital, Building -1K12, Corneel Heymanslaan 10, Ghent, B-9000, Belgium
| | - Maxim Behaeghe
- Department of Radiology and Medical Imaging, Ghent University Hospital, Building -1K12, Corneel Heymanslaan 10, Ghent, B-9000, Belgium
| | - Julie Dutoit
- Department of Radiology and Medical Imaging, Ghent University Hospital, Building -1K12, Corneel Heymanslaan 10, Ghent, B-9000, Belgium
| | - Nadine Van Roy
- Center for Medical Genetics, Ghent University Hospital, Corneel Heymanslaan 10, Ghent, B-9000, Belgium
| | - Philip Vlummens
- Department of Clinical Hematology, Ghent University Hospital, Corneel Heymanslaan 10, Ghent, B-9000, Belgium
| | - Amélie Dendooven
- Department of Pathology, Ghent University Hospital, Corneel Heymanslaan 10, Ghent, B-9000, Belgium
| | - Jo Van Dorpe
- Department of Pathology, Ghent University Hospital, Corneel Heymanslaan 10, Ghent, B-9000, Belgium
| | - Fritz Offner
- Department of Clinical Hematology, Ghent University Hospital, Corneel Heymanslaan 10, Ghent, B-9000, Belgium
| | - Koenraad Verstraete
- Department of Radiology and Medical Imaging, Ghent University Hospital, Building -1K12, Corneel Heymanslaan 10, Ghent, B-9000, Belgium
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Park SY, Yoon MA, Lee MH, Lee SH, Chung HW. [Imaging Findings of Spinal Metastases with Differential Diagnosis: Focusing on Solitary Spinal Lesion in Older Patients]. JOURNAL OF THE KOREAN SOCIETY OF RADIOLOGY 2024; 85:77-94. [PMID: 38362381 PMCID: PMC10864150 DOI: 10.3348/jksr.2023.0156] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 12/15/2023] [Revised: 01/06/2024] [Accepted: 01/18/2024] [Indexed: 02/17/2024]
Abstract
If a solitary spinal lesion is found in an older patient, bone metastasis can be primarily considered as the diagnosis. Bone metastasis can occur anywhere, but it mostly occurs in the vertebral body and may sometimes show typical imaging findings, presenting as a single lesion. Therefore, differentiating it from other lesions that mimic bone metastases can be challenging, potentially leading to delayed diagnosis and initiation of primary cancer treatment. This review provides an overview of imaging findings and clinical guidelines for bone metastases and discusses its differences from other diseases that can occur as solitary spinal lesions in older patients.
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Lins CF, Salmon CEG, Amorim de Souza L, Quesado RCS, de Souza Moraes R, Silva-Pinto AC, Matos MA, Nogueira-Barbosa MH. Quantitative MRI evaluation of bone marrow in sickle cell disease: relationship with haemolysis and clinical severity. Clin Radiol 2023; 78:e268-e278. [PMID: 36623977 DOI: 10.1016/j.crad.2022.11.014] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/25/2022] [Revised: 11/06/2022] [Accepted: 11/17/2022] [Indexed: 12/27/2022]
Abstract
AIM To evaluate bone marrow fat fraction using the Dixon technique (FFDix) of magnetic resonance imaging (MRI) as a potential biomarker of haemolysis and clinical severity in the overall assessment and follow-up of sickle cell disease (SCD) patients. MATERIAL AND METHODS The present study was a cross-sectional study in which healthy individuals and SCD patients (matched for age, sex, and weight) were subjected to MRI of the lumbar spine and pelvis to quantify FFDix in the bone marrow using the Dixon technique. SCD severity was analysed by clinical and laboratory data, and an online calculator. A high degree of haemolysis was defined using the cut-off values haemoglobin (Hb) ≤10 g/dl, lactate dehydrogenase (LDH) ≥325 U/l, reticulocytes ≥3% and total bilirubin (TB) ≥1.2 mg/dl. Pearson's correlation, receiver operating characteristic (ROC) curve and binary logistic regression analysis were performed. RESULTS Forty-eight SCD patients (26 homozygous: HbSS and 22 compound heterozygous: HbSC) and 48 healthy individuals participated in the study. FFDix was lower in SCD patients than in the control group, showing even lower values in the HbSS subtype and patients with a higher degree of haemolysis. HbSC patients with a higher degree of haemolysis using hydroxyurea (medium dosage 9.8 mg/kg/day) had lower FFDix. ROC curves and odds ratios for detecting patients with a higher degree of haemolysis at the different FFDix measurement sites demonstrated excellent performance: iliac bones (cut-off ≤16.75%, AUC = 0.824, p<0.001), femoral heads (cut-off ≤46.7%, AUC = 0.775, p=0.001), lumbar vertebrae (cut-off ≤7.8%, AUC = 0.755, p=0.002). CONCLUSION Decreased FFDix is indicative of higher degree of haemolysis and SCD severity with great potential as a non-invasive biomarker contributing to the overall assessment and follow-up of SCD patients.
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Affiliation(s)
- C Freitas Lins
- Bahiana School of Medicine and Public Health (EBMSP), Av. Dom João VI, 275, Brotas, Salvador, Bahia, Brazil; Clínica Delfin Medicina Diagnóstica, Av. Antônio Carlos Magalhães, 442, Pituba, Salvador, Bahia, Brazil; Ribeirão Preto Medical School, USP Ribeirão Preto, Hospital das Clínicas da Faculdade de Medicina de Ribeirão Preto da Universidade de São Paulo, Campus Universitário s/n - Monte Alegre, Ribeirão Preto, SP, Brazil; Ribeirão Preto Medical School Musculoskeletal Imaging Research Laboratory, Brazil.
| | - C E Garrido Salmon
- Faculdade de Filosofia, Ciências e Letras de Ribeirão Preto da Universidade de São Paulo (FFCLRP-USP), Av. Bandeirantes, 3900, Bairro Monte Alegre, Ribeirão Preto, São Paulo, Brazil
| | - L Amorim de Souza
- Bahiana School of Medicine and Public Health (EBMSP), Av. Dom João VI, 275, Brotas, Salvador, Bahia, Brazil
| | - R C Saldanha Quesado
- Bahiana School of Medicine and Public Health (EBMSP), Av. Dom João VI, 275, Brotas, Salvador, Bahia, Brazil
| | - R de Souza Moraes
- Clínica Delfin Medicina Diagnóstica, Av. Antônio Carlos Magalhães, 442, Pituba, Salvador, Bahia, Brazil
| | - A C Silva-Pinto
- Ribeirão Preto Medical School, USP Ribeirão Preto, Hospital das Clínicas da Faculdade de Medicina de Ribeirão Preto da Universidade de São Paulo, Campus Universitário s/n - Monte Alegre, Ribeirão Preto, SP, Brazil
| | - M Almeida Matos
- Bahiana School of Medicine and Public Health (EBMSP), Av. Dom João VI, 275, Brotas, Salvador, Bahia, Brazil
| | - M H Nogueira-Barbosa
- Ribeirão Preto Medical School, USP Ribeirão Preto, Hospital das Clínicas da Faculdade de Medicina de Ribeirão Preto da Universidade de São Paulo, Campus Universitário s/n - Monte Alegre, Ribeirão Preto, SP, Brazil; Ribeirão Preto Medical School Musculoskeletal Imaging Research Laboratory, Brazil; Department of Orthopedic Surgery, University of Missouri Health Care, Columbia, MO, USA
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Shi YJ, Zhu HT, Li XT, Zhang XY, Wei YY, Yan S, Sun YS. Radiomics analysis based on multiple parameters MR imaging in the spine: Predicting treatment response of osteolytic bone metastases to chemotherapy in breast cancer patients. Magn Reson Imaging 2022; 92:10-18. [PMID: 35623418 DOI: 10.1016/j.mri.2022.05.012] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/17/2022] [Revised: 05/16/2022] [Accepted: 05/19/2022] [Indexed: 11/26/2022]
Abstract
PURPOSE To assess the value of radiomics, apparent diffusion coefficient (ADC), intravoxel incoherent motion (IVIM) and stretched-exponential (SE) MR imaging in prediction of therapeutic response in patients with spinal metastases before chemotherapy. METHODS Thirty-six patients with 190 osteolytic metastatic lesions from breast cancer were prospectively enrolled and underwent MR imaging before and after 6 months' treatment on a 1.5 T MRI. According to MDA criteria, 68 lesions were categorized as progressive disease (PD) and 122 lesions were categorized as stable or improvement (non-PD). The regions of interest (ROIs) were manually drawn on DWI, T1WI, T2WI and FS-T2WI by two radiologists with ITK-SNAP. The ADCall (multiple b-values method), IVIM parameters (D, D* and f) and SE parameters (DDC and α) were generated. The radiomics features were selected from the ROIs. RESULTS The mean values of ADC, DDC, and D before treatment were significantly higher in non-PD group than those in PD group (P = 0.001). The radiomics based on ADCall had the highest AUC value (0.852), followed by that of the T2WI (0.829) and FS-T2WI (0.798). The radiomics model using ADCall and FS-T2WI showed excellent efficiency in predicting treatment response with AUCs of 0.905 and 0.873 in training and validation cohorts. The radiomics model had better performance than that of ADCall, D, and DDC for predicting treatment response of bone metastases. CONCLUSION Radiomics model based on ADCall and FS-T2WI could predict the treatment response and contribute to assisting clinicians in accurately choosing appropriated management.
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Affiliation(s)
- Yan-Jie Shi
- Key Laboratory of Carcinogenesis and Translational Research (Ministry of Education), Department of Radiology, Peking University Cancer Hospital & Institute, No. 52 Fu Cheng Road, Hai Dian District, Beijing 100142, China
| | - Hai-Tao Zhu
- Key Laboratory of Carcinogenesis and Translational Research (Ministry of Education), Department of Radiology, Peking University Cancer Hospital & Institute, No. 52 Fu Cheng Road, Hai Dian District, Beijing 100142, China
| | - Xiao-Ting Li
- Key Laboratory of Carcinogenesis and Translational Research (Ministry of Education), Department of Radiology, Peking University Cancer Hospital & Institute, No. 52 Fu Cheng Road, Hai Dian District, Beijing 100142, China
| | - Xiao-Yan Zhang
- Key Laboratory of Carcinogenesis and Translational Research (Ministry of Education), Department of Radiology, Peking University Cancer Hospital & Institute, No. 52 Fu Cheng Road, Hai Dian District, Beijing 100142, China
| | - Yi-Yuan Wei
- Key Laboratory of Carcinogenesis and Translational Research (Ministry of Education), Department of Radiology, Peking University Cancer Hospital & Institute, No. 52 Fu Cheng Road, Hai Dian District, Beijing 100142, China
| | - Shuo Yan
- Key Laboratory of Carcinogenesis and Translational Research (Ministry of Education), Department of Radiology, Peking University Cancer Hospital & Institute, No. 52 Fu Cheng Road, Hai Dian District, Beijing 100142, China
| | - Ying-Shi Sun
- Key Laboratory of Carcinogenesis and Translational Research (Ministry of Education), Department of Radiology, Peking University Cancer Hospital & Institute, No. 52 Fu Cheng Road, Hai Dian District, Beijing 100142, China.
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Ahmed AA, Strong MJ, Zhou X, Robinson T, Rocco S, Siegel GW, Clines GA, Moore BB, Keller ET, Szerlip NJ. Differential immune landscapes in appendicular versus axial skeleton. PLoS One 2022; 17:e0267642. [PMID: 35476843 PMCID: PMC9045623 DOI: 10.1371/journal.pone.0267642] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/17/2021] [Accepted: 04/12/2022] [Indexed: 11/18/2022] Open
Abstract
Roughly 400,000 people in the U.S. are living with bone metastases, the vast majority occurring in the spine. Metastases to the spine result in fractures, pain, paralysis, and significant health care costs. This predilection for cancer to metastasize to the bone is seen across most cancer histologies, with the greatest incidence seen in prostate, breast, and lung cancer. The molecular process involved in this predilection for axial versus appendicular skeleton is not fully understood, although it is likely that a combination of tumor and local micro-environmental factors plays a role. Immune cells are an important constituent of the bone marrow microenvironment and many of these cells have been shown to play a significant role in tumor growth and progression in soft tissue and bone disease. With this in mind, we sought to examine the differences in immune landscape between axial and appendicular bones in the normal noncancerous setting in order to obtain an understanding of these landscapes. To accomplish this, we utilized mass cytometry by time-of-flight (CyTOF) to examine differences in the immune cell landscapes between the long bone and vertebral body bone marrow from patient clinical samples and C57BL/6J mice. We demonstrate significant differences between immune populations in both murine and human marrow with a predominance of myeloid progenitor cells in the spine. Additionally, cytokine analysis revealed differences in concentrations favoring a more myeloid enriched population of cells in the vertebral body bone marrow. These differences could have clinical implications with respect to the distribution and permissive growth of bone metastases.
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Affiliation(s)
- Aqila A. Ahmed
- Department of Internal Medicine, University of Michigan, Ann Arbor, Michigan, United States of America
- Biointerfaces Institute, University of Michigan, Ann Arbor, Michigan, United States of America
| | - Michael J. Strong
- Department of Neurosurgery, University of Michigan, Ann Arbor, Michigan, United States of America
| | - Xiaofeng Zhou
- Department of Internal Medicine, University of Michigan, Ann Arbor, Michigan, United States of America
| | - Tyler Robinson
- Department of Urology, University of Michigan, Ann Arbor, Michigan, United States of America
| | - Sabrina Rocco
- Department of Neurosurgery, University of Michigan, Ann Arbor, Michigan, United States of America
| | - Geoffrey W. Siegel
- Department of Orthopaedic Surgery, University of Michigan, Ann Arbor, Michigan, United States of America
| | - Gregory A. Clines
- Department of Internal Medicine, University of Michigan, Ann Arbor, Michigan, United States of America
- Veterans Affairs Medical Center, Ann Arbor, Michigan, United States of America
| | - Bethany B. Moore
- Department of Internal Medicine, University of Michigan, Ann Arbor, Michigan, United States of America
- Department of Microbiology and Immunology, University of Michigan, Ann Arbor, Michigan, United States of America
| | - Evan T. Keller
- Biointerfaces Institute, University of Michigan, Ann Arbor, Michigan, United States of America
- Department of Urology, University of Michigan, Ann Arbor, Michigan, United States of America
| | - Nicholas J. Szerlip
- Department of Neurosurgery, University of Michigan, Ann Arbor, Michigan, United States of America
- Veterans Affairs Medical Center, Ann Arbor, Michigan, United States of America
- * E-mail:
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Wu W, Gong T, Niu J, Li W, Li J, Song X, Cui S, Bian W, Wang J. Study of bone marrow microstructure in healthy young adults using intravoxel incoherent motion diffusion-weighted MRI. Front Endocrinol (Lausanne) 2022; 13:958151. [PMID: 36440214 PMCID: PMC9691993 DOI: 10.3389/fendo.2022.958151] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/31/2022] [Accepted: 10/25/2022] [Indexed: 11/13/2022] Open
Abstract
Bone marrow is one of the most important organs in the human body. The evaluation of bone marrow microstructure and gender-related cellular and capillary networks in healthy young adults can help to better understand the process of bone metabolism. Intravoxel incoherent motion (IVIM) provides both diffusion and perfusion quantifications without requiring intravenous contrast agent injection. In this prospective study, 60 healthy young age-matched volunteers (30 men and 30 women) underwent MRI scans at 1.5 T using multi-b-value diffusion-weighted imaging on sagittal planes covering the lumbar bone marrow. The apparent diffusion coefficient (ADC), true ADC (D), pseudo-ADC (D*), and perfusion fraction (f) were calculated from the diffusion-weighted images using the mono- and bi-exponential models. Lumbar cancellous bone (L2-L4) was selected as the region of interest. An independent t-test was used to detect significant differences in ADC values and IVIM parameters between men and women. The differences in IVIM parameters among the L2, L3, and L4 groups were compared with analysis of variance. The D and f values in women were significantly higher than that in men (p = 0.001, 0.026). However, D* was significantly lower in women than that in men (p = 0.001). Furthermore, there was no significant gender difference for the conventional ADC value (p = 0.186). Moreover, there were no significant differences in the D, f, and D* values among the L2, L3, and L4 vertebras of women or men. IVIM parameters can show differences in bone marrow between young women and men. As a non-invasive method, it can assess bone marrow microstructure, such as cellularity and perfusion.
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Affiliation(s)
- Wenqi Wu
- Departments of Radiology, The Second Hospital, Shanxi Medical University, Taiyuan, China
| | - Tong Gong
- Departments of Radiology, People’s Hospital, Sichuan, China
| | - Jinliang Niu
- Departments of Radiology, The Second Hospital, Shanxi Medical University, Taiyuan, China
- *Correspondence: Jinliang Niu,
| | - Wenjin Li
- Department of stomatology, The Second Hospital, Shanxi Medical University, Taiyuan, China
| | - Jianting Li
- Departments of Radiology, The Second Hospital, Shanxi Medical University, Taiyuan, China
| | - Xiaoli Song
- Departments of Radiology, The Second Hospital, Shanxi Medical University, Taiyuan, China
| | - Sha Cui
- Departments of Radiology, The Second Hospital, Shanxi Medical University, Taiyuan, China
| | - Wenjin Bian
- Department of Medical Imaging, Shanxi Medical University, Taiyuan, China
| | - Jun Wang
- Departments of Radiology, The Second Hospital, Shanxi Medical University, Taiyuan, China
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Differentiation of Vertebral Metastases From Focal Hematopoietic Marrow Depositions on MRI: Added Value of Proton Density Fat Fraction. AJR Am J Roentgenol 2021; 216:734-741. [PMID: 33405947 DOI: 10.2214/ajr.19.22698] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/18/2022]
Abstract
OBJECTIVE. The purpose of this study was to evaluate the added value of proton density fat fraction (PDFF) in differentiating vertebral metastases from focal hematopoietic marrow depositions. MATERIALS AND METHODS. The study included 44 patients with 30 vertebral metastases and 14 focal hematopoietic marrow depositions who underwent spinal MRI. The final diagnoses were based on histologic confirmation, follow-up MRI, or PET/CT. Two musculoskeletal radiologists with 1 and 15 years of experience independently interpreted both image sets (i.e., images from conventional MRI alone versus images from conventional MRI and PDFF combined). Using a 5-point scale, the readers scored their confidence in the malignancy of the vertebral lesions. The diagnostic performance (AUC) of the two image sets was assessed via ROC curve analyses. Sensitivities, specificities, and accuracies (for both image sets) were compared using the McNemar test. Kappa coefficients were calculated to assess interobserver agreement. RESULTS. Both readers showed improved diagnostic performance after PDFF was added (AUC, 0.840-0.912 and 0.805-0.895 for readers 1 and 2, respectively). However, adding PDFF did not significantly improve the sensitivity and specificity of either reader (p > .05). Interobserver agreement significantly improved from moderate (κ = 0.563) to excellent (κ = 0.947) after PDFF was added. CONCLUSION. The addition of PDFF to a conventional MRI protocol improved the diagnostic performance for differentiating vertebral metastases from focal hematopoietic marrow depositions but without resulting in significant improvement in sensitivity and specificity.
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Kim GU, Chang MC, Kim TU, Lee GW. Diagnostic Modality in Spine Disease: A Review. Asian Spine J 2020; 14:910-920. [PMID: 33373514 PMCID: PMC7788365 DOI: 10.31616/asj.2020.0593] [Citation(s) in RCA: 26] [Impact Index Per Article: 6.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/19/2020] [Accepted: 11/26/2020] [Indexed: 12/12/2022] Open
Abstract
Spine diseases are common and exhibit several causes, including degeneration, trauma, congenital issues, and other specific factors. Most people experience a variety of symptoms of spine diseases during their lifetime that are occasionally managed with conservative or surgical treatments. Accurate diagnosis of the spine pathology is essential for the appropriate management of spine disease, and various imaging modalities can be used for the diagnosis, including radiography, computed tomography (CT), magnetic resonance imaging (MRI), and other studies such as EOS, bone scan, single photon emission CT/CT, and electrophysiologic test. Patient (or case)-specific selection of the diagnostic modality is crucial; thus, we should be aware of basic information and approaches of the diagnostic modalities. In this review, we discuss in detail, about diagnostic modalities (radiography, CT, MRI, electrophysiologic study, and others) that are widely used for spine disease.
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Affiliation(s)
- Gang-Un Kim
- Department of Orthopaedic Surgery, Hanil General Hospital, Seoul, Korea
| | - Min Cheol Chang
- Department of Physical Medicine and Rehabilitation, Yeungnam University College of Medicine, Daegu, Korea
| | - Tae Uk Kim
- Department of Rehabilitation, Dankook University College of Medicine, Cheonan, Korea
| | - Gun Woo Lee
- Department of Orthopaedic Surgery, Yeungnam University Medical Center, Yeungnam University College of Medicine, Daegu, Korea
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Rajakulasingam R, Saifuddin A. Focal nodular marrow hyperplasia: Imaging features of 53 cases. Br J Radiol 2020; 93:20200206. [PMID: 32463293 DOI: 10.1259/bjr.20200206] [Citation(s) in RCA: 14] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/20/2022] Open
Abstract
OBJECTIVE To describe the characteristic imaging features of focal nodular marrow hyperplasia (FNMH). METHODS AND MATERIALS Retrospective review of all patients with a diagnosis of FNMH between January 2007 and September 2019. RESULTS The study included 53 patients, 7 males and 46 females with a mean age of 58 years (range 12-95 years). All had MRI with conventional spin echo sequences showing a poorly defined round/oval lesion with mild T1W iso/hyperintensity compared to skeletal muscle, low T2W turbo spin echo (TSE) signal intensity (SI) compared to marrow fat and variable SI on STIR, but never associated with reactive marrow oedema. All 53 patients had follow-up MRI, with all lesions remaining stable or partially resolving. In-phase (IP) and out-of-phase (OP) chemical shift imaging (CSI) was obtained in 31 of these, with 28 (90.3%) showing >20% SI drop on the OP sequence, while 3 (9.7%) demonstrated <20% SI drop. CT was available in 26 cases, 17 (65.4%) showing mild medullary sclerosis. Single-photon emission computed tomography CT (SPECT-CT) was available in four cases and Flourodeoxyglucose positron emission tomography CT (FDG PET-CT) in 2, all showing increased uptake. Focal uptake was also seen in three of eight patients who had undergone whole body bone scintigraphy. Only one lesion was biopsied, confirming FNMH. CONCLUSION The imaging appearances of FNMH have been described on various modalities, particularly MRI with emphasis on the role of IP and OP CSI typically demonstrating >20% SI reduction. FNMH should be recognised and treated as a 'do not touch' lesion which does not require biopsy or prolonged follow-up. ADVANCES IN KNOWLEDGE We describe and clarify the imaging characteristics of FNMH on MRI, including CSI, CT and various nuclear medicine modalities. An imaging algorithm is suggested for allowing a non-invasive diagnosis.
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Affiliation(s)
- Ramanan Rajakulasingam
- Department of Medical Imaging, Royal National Orthopaedic Hospital, Brockley Hill Stanmore, UK
| | - Asif Saifuddin
- Department of Medical Imaging, Royal National Orthopaedic Hospital, Brockley Hill Stanmore, UK
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Di Giuliano F, Picchi E, Muto M, Calcagni A, Ferrazzoli V, Da Ros V, Minosse S, Chiaravalloti A, Garaci F, Floris R, Muto M. Radiological imaging in multiple myeloma: review of the state-of-the-art. Neuroradiology 2020; 62:905-923. [DOI: 10.1007/s00234-020-02417-9] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/21/2019] [Accepted: 03/26/2020] [Indexed: 12/16/2022]
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Takasu M, Kondo S, Akiyama Y, Takahashi Y, Maeda S, Baba Y, Kawase T, Ichinohe T, Awai K. Assessment of early treatment response on MRI in multiple myeloma: Comparative study of whole-body diffusion-weighted and lumbar spinal MRI. PLoS One 2020; 15:e0229607. [PMID: 32106239 PMCID: PMC7046272 DOI: 10.1371/journal.pone.0229607] [Citation(s) in RCA: 19] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/29/2019] [Accepted: 02/10/2020] [Indexed: 12/17/2022] Open
Abstract
Objectives To compare remission status at completion of chemotherapy for multiple myeloma (MM) with changes in total diffusion volume (tDV) calculated from whole-body diffusion-weighted imaging (WB-DWI) and fat fraction (FF) of lumbar bone marrow (BM) by modified Dixon Quant (mDixon Quant) soon after induction of chemotherapy, and to assess the predictive value of MRI. Methods Fifty patients (mean age, 66.9 ± 10.5 years) with symptomatic myeloma were examined before and after two cycles of chemotherapy. From WB-DWI data, tDV was obtained with the threshold for positive BM involvement. Mean FF was calculated from lumbar BM using the mDixon Quant sequence. At the completion of chemotherapy, patients were categorized into a CR/very good PR (VGPR) group (n = 15; mean age, 67.6 ± 10.3 years) and a PR, SD or PD group (n = 35; mean age, 69.1 ± 8.6 years). ROC curves were plotted to assess performance in predicting achievement of CR/VGPR. Results At second examination, serum M protein, β2-microglobulin, and tDV were significantly decreased and hemoglobin, mean ADC, and FF were significantly increased in the CR/VGPR group and serum M protein was significantly increased in the PR/SD/PD group. The general linear model demonstrated that percentage changes in FF and M protein contributed significantly to achieving CR/VGPR (P = 0.02, P = 0.04, respectively). AUCs of ROC curves were 0.964 for FF and 0.847 for M protein. Conclusions Early change in FF of lumbar BM and serum M protein soon after induction of chemotherapy contributed significantly to prediction of CR/VGPR.
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Affiliation(s)
- Miyuki Takasu
- Department of Diagnostic Radiology, Graduate School of Biomedical Sciences, Hiroshima University, Hiroshima, Japan
- * E-mail:
| | - Shota Kondo
- Department of Diagnostic Radiology, Graduate School of Biomedical Sciences, Hiroshima University, Hiroshima, Japan
| | - Yuji Akiyama
- Department of Diagnostic Radiology, Graduate School of Biomedical Sciences, Hiroshima University, Hiroshima, Japan
| | - Yuji Takahashi
- Department of Diagnostic Radiology, Graduate School of Biomedical Sciences, Hiroshima University, Hiroshima, Japan
| | - Shogo Maeda
- Department of Diagnostic Radiology, Graduate School of Biomedical Sciences, Hiroshima University, Hiroshima, Japan
| | - Yasutaka Baba
- Department of Diagnostic Radiology, Graduate School of Biomedical Sciences, Hiroshima University, Hiroshima, Japan
| | - Takakazu Kawase
- Department of Hematology and Oncology, Research Institute for Radiation Biology and Medicine, Hiroshima University, Hiroshima, Japan
| | - Tatsuo Ichinohe
- Department of Hematology and Oncology, Research Institute for Radiation Biology and Medicine, Hiroshima University, Hiroshima, Japan
| | - Kazuo Awai
- Department of Diagnostic Radiology, Graduate School of Biomedical Sciences, Hiroshima University, Hiroshima, Japan
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12
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Bergen TA, Mesropyan NA, Smagina AV. [Magnetic-resonance imaging under degenerative changes in lumbar spine: state of the art]. ZHURNAL VOPROSY NEIROKHIRURGII IMENI N. N. BURDENKO 2019; 83:104-112. [PMID: 31577276 DOI: 10.17116/neiro201983041104] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
Abstract
Magnetic resonance imaging (MRI) of lumbar spine is a very frequent examination in any computer tomography unit. However, there are still no scan standards or standards for scan interpretation in the world's medical community. In this article based on our experience we describe common problems encountered by a radiologist during MRI examination of lumbar spine and its subsequent description. The literature survey and analysis are presented with a summary of current recommendations. We examined routine sequences, which could be included in MRI protocol, discussed common terminology, and showed the incidence of different pathologies. The special emphasis is made on assessing lumbar canal stenosis. In this article we focus on qualitative and quantitative criteria of lumbar spinal stenosis.
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Affiliation(s)
| | | | - A V Smagina
- Federal State Budgetary Educational Institution of Higher Education Novosibirsk State Medical University of the RF Ministry of Health, Novosibirsk, Russia
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13
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AKMAN B, ATA KORKMAZ HA, SARI A. Efficacy of chemical shift MRI for differentiating diffuse red bone marrow reconversion
and hematological malignancies. Turk J Med Sci 2019; 49:644-652. [PMID: 30889945 PMCID: PMC7018244 DOI: 10.3906/sag-1812-125] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/03/2022] Open
Abstract
Background/aim The main purpose of our study was to determine the efficacy of chemical shift imaging (CSI) for differentiating
diffuse red bone marrow reconversion (RBMR) and hematological malignancies. We also aimed to calculate the cut-off value for these
entities with similar imaging features in routine magnetic resonance (MR) sequences. Materials and methods A total of 54 patients were included: 17 patients (31.4%) with hematological malignancies (group 1), 16 patients
(29.6%) with RBMR (group 2), and 21 patients (38.0%) with no clinical and hematological malignancies (control group). Patients with
no pathological data or completed two-year follow-up and children were excluded from the study. An experienced radiologist on MRI
evaluated the images blindly for final diagnosis. Pathologic results were determined as gold standard. Regions of interests (ROI) were
placed on the vertebrae in CSI and signal intensity ratios (SIR) were calculated. The cut-off value was calculated using receiver operating
characteristic (ROC) analysis. Results SIR values were 0.97 ± 0.16, 0.69 ± 0.31 and 0.28 ± 0.35 (P < 0.001) for GI, G2, and G3, respectively. The cut-off value was 0.82
(P < 0.001). The sensitivity rate was 83.3% (AUC: 58%–96%), specificity was 87% (AUC: 58–98). Conclusion CSI may be a valuable diagnostic tool for differentiating diffuse RBMR and hematological malignancies.
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Affiliation(s)
- Burcu AKMAN
- Department of Radiology, Kanuni Research and Education Hospital, TrabzonTurkey
- * To whom correspondence should be addressed. E-mail:
| | | | - Ahmet SARI
- Department of Radiology, Faculty of Medicine, Farabi Hospital, Karadeniz Technical University, TrabzonTurkey
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14
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Filograna L, Lenkowicz J, Cellini F, Dinapoli N, Manfrida S, Magarelli N, Leone A, Colosimo C, Valentini V. Identification of the most significant magnetic resonance imaging (MRI) radiomic features in oncological patients with vertebral bone marrow metastatic disease: a feasibility study. Radiol Med 2018; 124:50-57. [PMID: 30191445 DOI: 10.1007/s11547-018-0935-y] [Citation(s) in RCA: 36] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/23/2017] [Accepted: 08/20/2018] [Indexed: 02/07/2023]
Abstract
OBJECTIVES Recently, radiomic analysis has gained attention as a valuable instrument for the management of oncological patients. The aim of the study is to isolate which features of magnetic resonance imaging (MRI)-based radiomic analysis have to be considered the most significant predictors of metastasis in oncological patients with spinal bone marrow metastatic disease. MATERIALS AND METHODS Eight oncological patients (3 lung cancer; 1 prostatic cancer; 1 esophageal cancer; 1 nasopharyngeal cancer; 1 hepatocarcinoma; 1 breast cancer) with pre-radiotherapy MR imaging for a total of 58 dorsal vertebral bodies, 29 metastatic and 29 non-metastatic were included. Each vertebral body was contoured in T1 and T2 weighted images at a radiotherapy delineation console. The obtained data were transferred to an automated data extraction system for morphological, statistical and textural analysis. Eighty-nine features for each lesion in both T1 and T2 images were computed as the median of by-slice values. A Wilcoxon test was applied to the 89 features and the most statistically significant of them underwent to a stepwise feature selection, to find the best performing predictors of metastasis in a logistic regression model. An internal cross-validation via bootstrap was conducted for estimating the model performance in terms of the area under the curve (AUC) of the receiver operating characteristic. RESULTS Of the 89 textural features tested, 16 were found to differ with statistical significance in the metastatic vs non-metastatic group. The best performing model was constituted by two predictors for T1 and T2 images, namely one morphological feature (center of mass shift) (p value < 0.01) for both datasets and one histogram feature minimum grey level (p value < 0.01) for T1 images and one textural feature (grey-level co-occurrence matrix joint variance (p value < 0.01) for T2 images. The internal cross-validation showed an AUC of 0.8141 (95% CI 0.6854-0.9427) in T1 images and 0.9116 (95% CI 0.8294-0.9937) in T2 images. CONCLUSIONS The results suggest that MRI-based radiomic analysis on oncological patients with bone marrow metastatic disease is able to differentiate between metastatic and non-metastatic vertebral bodies. The most significant predictors of metastasis were found to be based on T2 sequence and were one morphological and one textural feature.
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Affiliation(s)
- Laura Filograna
- Department of Radiation Oncology - Gemelli-ART, Catholic University of Rome, School of Medicine, Foundation University Hospital "A. Gemelli", Largo A. Gemelli 8, 00168, Rome, Italy. .,Department of Radiological Sciences, Catholic University of Rome, School of Medicine, Foundation University Hospital "A. Gemelli", Largo A. Gemelli 8, 00168, Rome, Italy. .,Department of Radiological Sciences, PhD Training Program in Oncological Sciences, Catholic University of Rome, School of Medicine, University Hospital "A. Gemelli", Largo A. Gemelli 8, 00168, Rome, Italy. .,Department of Diagnostic and Interventional Radiology, Molecular Imaging and Radiotherapy, PTV Foundation, "Tor Vergata" University of Rome, Viale Oxford 81, 00133, Rome, Italy.
| | - Jacopo Lenkowicz
- Department of Radiation Oncology - Gemelli-ART, Catholic University of Rome, School of Medicine, Foundation University Hospital "A. Gemelli", Largo A. Gemelli 8, 00168, Rome, Italy
| | - Francesco Cellini
- Department of Radiation Oncology - Gemelli-ART, Catholic University of Rome, School of Medicine, Foundation University Hospital "A. Gemelli", Largo A. Gemelli 8, 00168, Rome, Italy
| | - Nicola Dinapoli
- Department of Radiation Oncology - Gemelli-ART, Catholic University of Rome, School of Medicine, Foundation University Hospital "A. Gemelli", Largo A. Gemelli 8, 00168, Rome, Italy
| | - Stefania Manfrida
- Department of Radiation Oncology - Gemelli-ART, Catholic University of Rome, School of Medicine, Foundation University Hospital "A. Gemelli", Largo A. Gemelli 8, 00168, Rome, Italy
| | - Nicola Magarelli
- Department of Radiological Sciences, Catholic University of Rome, School of Medicine, Foundation University Hospital "A. Gemelli", Largo A. Gemelli 8, 00168, Rome, Italy
| | - Antonio Leone
- Department of Radiological Sciences, Catholic University of Rome, School of Medicine, Foundation University Hospital "A. Gemelli", Largo A. Gemelli 8, 00168, Rome, Italy
| | - Cesare Colosimo
- Department of Radiological Sciences, Catholic University of Rome, School of Medicine, Foundation University Hospital "A. Gemelli", Largo A. Gemelli 8, 00168, Rome, Italy
| | - Vincenzo Valentini
- Department of Radiation Oncology - Gemelli-ART, Catholic University of Rome, School of Medicine, Foundation University Hospital "A. Gemelli", Largo A. Gemelli 8, 00168, Rome, Italy
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15
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Chokshi FH, Law M, Gibbs WN. Conventional and Advanced Imaging of Spine Oncologic Disease, Nonoperative Post-treatment Effects, and Unique Spinal Conditions. Neurosurgery 2017; 82:1-23. [DOI: 10.1093/neuros/nyx491] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/30/2016] [Accepted: 09/07/2017] [Indexed: 01/19/2023] Open
Abstract
Abstract
In this review, we discuss the imaging features of diseases and conditions ranging from neoplastic to nonoperative post-treatment effects to unique conditions of the spine. Additionally, advanced imaging may increase diagnostic certainty in cases where conventional imaging characteristics of benign lesions and malignant pathology are variable.
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Affiliation(s)
- Falgun H Chokshi
- Department of Radiology and Imaging Sciences, Department of Biomedical Informatics, Emory University School of Medicine, Atlanta, Georgia
| | - Meng Law
- Department of Neurosurgery, University of Southern California, Keck School of Medicine, Healthcare Consultation Center II, Los Angeles California
- Department of Radiology, University of Southern California, Keck School of Medicine, Healthcare Consultation Center II, Los Angeles California
- Department of Neurology, University of Southern California, Keck School of Medicine, Healthcare Consultation Center II, Los Angeles California
- USC Viterbi School of Engineering, Los Angeles, California
| | - Wende N Gibbs
- Department of Neurosurgery, University of Southern California, Keck School of Medicine, Healthcare Consultation Center II, Los Angeles California
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16
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Whole-body MRI, dynamic contrast-enhanced MRI, and diffusion-weighted imaging for the staging of multiple myeloma. Skeletal Radiol 2017; 46:733-750. [PMID: 28289855 DOI: 10.1007/s00256-017-2609-6] [Citation(s) in RCA: 32] [Impact Index Per Article: 4.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/11/2016] [Revised: 02/07/2017] [Accepted: 02/13/2017] [Indexed: 02/02/2023]
Abstract
Magnetic resonance imaging (MRI) is the most sensitive imaging technique for the detection of bone marrow infiltration, and has therefore recently been included in the new diagnostic myeloma criteria, as proposed by the International Myeloma Working Group. Nevertheless, conventional MRI only provides anatomical information and is therefore only of limited use in the response assessment of patients with multiple myeloma. The additional information from functional MRI techniques, such as diffusion-weighted imaging and dynamic contrast-enhanced MRI, can improve the detection rate of bone marrow infiltration and the assessment of response. This can further enhance the sensitivity and specificity of MRI in the staging of multiple myeloma patients. This article provides an overview of the technical aspects of conventional and functional MRI techniques with practical recommendations. It reviews the diagnostic performance, prognostic value, and role in therapy assessment in multiple myeloma and its precursor stages.
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17
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Putta T, Gibikote S, Madhuri V, Walter N. Accuracy of Various MRI Sequences in Determining the Tumour Margin in Musculoskeletal Tumours. Pol J Radiol 2016; 81:540-548. [PMID: 28058070 PMCID: PMC5181551 DOI: 10.12659/pjr.898108] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/18/2016] [Accepted: 04/16/2016] [Indexed: 12/02/2022] Open
Abstract
Background It is imperative that bone tumour margin and extent of tumour involvement are accurately assessed pre-operatively in order for the surgeon to attain a safe surgical margin. In this study, we comprehensively assessed each of the findings that influence surgical planning, on various MRI sequences and compared them with the gold standard – pathology. Material/Methods In this prospective study including 21 patients with extremity bone tumours, margins as seen on various MRI sequences (T1, T2, STIR, DWI, post-gadolinium T1 FS) were measured and biopsies were obtained from each of these sites during the surgical resection. The resected tumour specimen and individual biopsy samples were studied to assess the true tumour margin. Margins on each of the MRI sequences were then compared with the gold standard – pathology. In addition to the intramedullary tumour margin, we also assessed the extent of soft tissue component, neurovascular bundle involvement, epiphyseal and joint involvement, and the presence or absence of skip lesions. Results T1-weighted imaging was the best sequence to measure tumour margin without resulting in clinically significant underestimation or overestimation of the tumour extent (mean difference of 0.8 mm; 95% confidence interval between −0.9 mm to 2.5 mm; inter-class correlation coefficient of 0.998). STIR and T1 FS post-gadolinium imaging grossly overestimated tumour extent by an average of 16.7 mm and 16.8 mm, respectively (P values <0.05). Post-gadolinium imaging was better to assess joint involvement while T1 and STIR were the best to assess epiphyseal involvement. Conclusions T1-weighted imaging was the best sequence to assess longitudinal intramedullary tumour extent. We suggest that osteotomy plane 1.5 cm beyond the T1 tumour margin is safe and also limits unwarranted surgical bone loss. However, this needs to be prospectively proven with a larger sample size.
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Affiliation(s)
- Tharani Putta
- Department of Radiology, Christian Medical College, Vellore, Tamil Nadu, India
| | - Sridhar Gibikote
- Department of Radiology, Christian Medical College, Vellore, Tamil Nadu, India
| | - Vrisha Madhuri
- Department of Paediatric Orthopaedics, Christian Medical College, Vellore, Tamil Nadu, India
| | - Noel Walter
- Department of Pathology, Christian Medical College, Vellore, Tamil Nadu, India
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18
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Abstract
Imaging manifestations of hematological diseases and their potential complications are broad, and there may be significant overlap in features of various disease processes. Knowledge of appropriate choice of imaging test, pertinent imaging patterns, and pathophysiology of disease can help the reader increase specificity in the diagnosis and treatment of the patient. Most importantly, we encourage readers of this review to engage their radiologists during the diagnostic, treatment, and management phases of care delivery.
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19
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Lee SH, Lee YH, Hahn S, Suh JS. Fat fraction estimation of morphologically normal lumbar vertebrae using the two-point mDixon turbo spin-echo MRI with flexible echo times and multipeak spectral model of fat: Comparison between cancer and non-cancer patients. Magn Reson Imaging 2016; 34:1114-20. [PMID: 27211257 DOI: 10.1016/j.mri.2016.05.007] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/09/2016] [Accepted: 05/11/2016] [Indexed: 01/17/2023]
Abstract
PURPOSE This study aims to compare fat fraction of lumbar vertebrae between cancer and non-cancer patients, using the two-point modified Dixon (mDixon) turbo spin-echo (TSE) MRI with flexible echo times and multipeak fat spectral model. MATERIALS AND METHODS Fat fraction was calculated from fat and water images reconstructed by the mDixon TSE technique. Fat fraction of fat-water phantoms measured with the mDixon TSE method was compared with actual fat percentages. Patients who had undergone mDixon spine MRI and dual-energy X-ray absorptiometry within one year and had no bone metastasis were divided into cancer (n=7) and non-cancer (n=23) groups. Fat fraction and bone mineral density (BMD) were compared between the two groups. RESULTS Fat fraction of phantoms measured with mDixon MRI was highly correlated with their actual fat percentages (P<0.01, R(2)=0.93). Fat fraction of lumbar vertebrae was significantly lower in cancer patients (58.27±3.16%) than in non-cancer patients (70.48±1.83%) (P<0.01). BMD was not different between cancer (0.912±0.057g/cm(2)) and non-cancer patients (0.876±0.032g/cm(2)) (P=0.58). Fat fraction and BMD showed no significant correlation (P=0.95, R=0.006). CONCLUSIONS A two-point mDixon TSE method for assessing fat fraction was reliable. Fat fraction of morphologically normal lumbar vertebrae was significantly lower in cancer patients compared to non-cancer patients, using the two-point mDixon TSE technique.
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Affiliation(s)
- Seung Hyun Lee
- Department of Radiology, Research Institute of Radiological Science, Medical Convergence Research Institute, and Severance Biomedical Science Institute, Yonsei University College of Medicine, 50-1 Yonsei-ro, Seodaemun-gu, Seoul, 03722, Republic of Korea.
| | - Young Han Lee
- Department of Radiology, Research Institute of Radiological Science, Medical Convergence Research Institute, and Severance Biomedical Science Institute, Yonsei University College of Medicine, 50-1 Yonsei-ro, Seodaemun-gu, Seoul, 03722, Republic of Korea.
| | - Seok Hahn
- Department of Radiology, Research Institute of Radiological Science, Medical Convergence Research Institute, and Severance Biomedical Science Institute, Yonsei University College of Medicine, 50-1 Yonsei-ro, Seodaemun-gu, Seoul, 03722, Republic of Korea.
| | - Jin-Suck Suh
- Department of Radiology, Research Institute of Radiological Science, Medical Convergence Research Institute, and Severance Biomedical Science Institute, Yonsei University College of Medicine, 50-1 Yonsei-ro, Seodaemun-gu, Seoul, 03722, Republic of Korea.
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20
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Dutoit JC, Verstraete KL. MRI in multiple myeloma: a pictorial review of diagnostic and post-treatment findings. Insights Imaging 2016; 7:553-69. [PMID: 27164915 PMCID: PMC4956620 DOI: 10.1007/s13244-016-0492-7] [Citation(s) in RCA: 70] [Impact Index Per Article: 8.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/24/2016] [Revised: 04/11/2016] [Accepted: 04/20/2016] [Indexed: 01/04/2023] Open
Abstract
Magnetic resonance imaging (MRI) is increasingly being used in the diagnostic work-up of patients with multiple myeloma. Since 2014, MRI findings are included in the new diagnostic criteria proposed by the International Myeloma Working Group. Patients with smouldering myeloma presenting with more than one unequivocal focal lesion in the bone marrow on MRI are considered having symptomatic myeloma requiring treatment, regardless of the presence of lytic bone lesions. However, bone marrow evaluation with MRI offers more than only morphological information regarding the detection of focal lesions in patients with MM. The overall performance of MRI is enhanced by applying dynamic contrast-enhanced MRI and diffusion weighted imaging sequences, providing additional functional information on bone marrow vascularization and cellularity. This pictorial review provides an overview of the most important imaging findings in patients with monoclonal gammopathy of undetermined significance, smouldering myeloma and multiple myeloma, by performing a ‘total’ MRI investigation with implications for the diagnosis, staging and response assessment. Main message • Conventional MRI diagnoses multiple myeloma by assessing the infiltration pattern. • Dynamic contrast-enhanced MRI diagnoses multiple myeloma by assessing vascularization and perfusion. • Diffusion weighted imaging evaluates bone marrow composition and cellularity in multiple myeloma. • Combined morphological and functional MRI provides optimal bone marrow assessment for staging. • Combined morphological and functional MRI is of considerable value in treatment follow-up.
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Affiliation(s)
- Julie C Dutoit
- Department of Radiology, MR -1K12, Ghent University Hospital, De Pintelaan 185, B-9000, Ghent, Belgium.
| | - Koenraad L Verstraete
- Department of Radiology, MR -1K12, Ghent University Hospital, De Pintelaan 185, B-9000, Ghent, Belgium
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21
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Lensing FD, Bisson EF, Wiggins RH, Shah LM. Reliability of the STIR sequence for acute type II odontoid fractures. AJNR Am J Neuroradiol 2014; 35:1642-6. [PMID: 24763415 DOI: 10.3174/ajnr.a3962] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/07/2022]
Abstract
BACKGROUND AND PURPOSE The STIR sequence is routinely used to assess acute traumatic osseous injury. Because the composition of the odontoid in older individuals may be altered with osteopenia and decreased vascularity, the STIR sequence may not accurately depict the acuity of an odontoid fracture. The purpose of this study was to evaluate the reliability of the STIR sequence to differentiate acute-versus-chronic type II odontoid fractures in older patients, particularly those with osteopenia. MATERIALS AND METHODS A retrospective review was performed for patients with type II odontoid fractures during a 10-year period with both CT and MR imaging performed within 24 hours of injury. Patients were paired with controls of similar ages and were grouped by age. The STIR images were evaluated in a blinded fashion for the presence of hyperintensity in the odontoid. Demographic and clinical characteristics were also recorded. RESULTS Seventy-five patients with type II odontoid fracture and 75 healthy controls (mean and median age of 57 years) were identified. The sensitivity of STIR to detect fracture in the age group 57 years and older was significantly worse than that in the age group younger than 57 years (54% and 82%, respectively; P = .018). CONCLUSIONS Older patients, particularly those with osteopenia, may have acute odontoid injuries without corresponding STIR hyperintensity. Additionally, interobserver agreement in STIR interpretation decreases with increasing patient age. As such, in this patient population, in which the presence of bone marrow edema as an indicator of fracture acuity may impact therapeutic decisions, correlation with CT findings and clinical history is crucial.
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Affiliation(s)
- F D Lensing
- From the Departments of Radiology (F.D.L., R.H.W., L.M.S.)
| | - E F Bisson
- Neurosurgery (E.F.B.), University of Utah Health Sciences Center, Salt Lake City, Utah
| | - R H Wiggins
- From the Departments of Radiology (F.D.L., R.H.W., L.M.S.)
| | - L M Shah
- From the Departments of Radiology (F.D.L., R.H.W., L.M.S.)
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22
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Shiga NT, Del Grande F, Lardo O, Fayad LM. Imaging of primary bone tumors: determination of tumor extent by non-contrast sequences. Pediatr Radiol 2013; 43:1017-23. [PMID: 23341088 DOI: 10.1007/s00247-012-2605-x] [Citation(s) in RCA: 17] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/05/2012] [Revised: 11/08/2012] [Accepted: 11/14/2012] [Indexed: 11/25/2022]
Abstract
Magnetic resonance imaging (MRI) is the modality of choice for determining the extent of a primary bone tumor. This article will discuss the MRI techniques needed to accurately define the intramedullary extent of a bone sarcoma, emphasizing the need for non-contrast T1-weighted sequences and highlighting the role of chemical shift imaging.
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Affiliation(s)
- Ney Tatizawa Shiga
- The Russell H. Morgan Department of Radiology and Radiological Science, The Johns Hopkins Medical Institutions, Baltimore, MD 21287, USA
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Feeney D, Sharkey L, Steward S, Bahr K, Henson M, Ito D, O'Brien T, Jessen C, Husbands B, Borgatti A, Modiano J. Applicability of 3T Body MRI in Assessment of Nonfocal Bone Marrow Involvement of Hematopoietic Neoplasia in Dogs. J Vet Intern Med 2013; 27:1165-71. [DOI: 10.1111/jvim.12151] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/28/2013] [Revised: 04/22/2013] [Accepted: 06/06/2013] [Indexed: 02/06/2023] Open
Affiliation(s)
- D.A. Feeney
- Department of Veterinary Clinical Sciences; University of Minnesota; St. Paul MN
| | - L.C. Sharkey
- Masonic Cancer Center; University of Minnesota; St. Paul MN
| | - S.M. Steward
- Veterinary Medical Center; University of Minnesota; St. Paul MN
| | - K.L. Bahr
- Metropolitan Veterinary Hospital; Akron OH
| | - M.S. Henson
- Masonic Cancer Center; University of Minnesota; St. Paul MN
| | - D. Ito
- Masonic Cancer Center; University of Minnesota; St. Paul MN
| | - T.D. O'Brien
- Department of Veterinary Population Medicine; University of Minnesota; St. Paul MN
| | - C.R. Jessen
- Department of Veterinary Clinical Sciences; University of Minnesota; St. Paul MN
| | | | - A. Borgatti
- Masonic Cancer Center; University of Minnesota; St. Paul MN
| | - J. Modiano
- Masonic Cancer Center; University of Minnesota; St. Paul MN
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Ren AJ, Guo Y, Tian SP, Shi LJ, Huang MH. MR imaging of the spine at 3.0T with T2-weighted IDEAL fast recovery fast spin-echo technique. Korean J Radiol 2011; 13:44-52. [PMID: 22247635 PMCID: PMC3253402 DOI: 10.3348/kjr.2012.13.1.44] [Citation(s) in RCA: 10] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/06/2011] [Accepted: 08/03/2011] [Indexed: 11/22/2022] Open
Abstract
Objective To compare the iterative decomposition of water and fat with echo asymmetry and the least-squares estimation (IDEAL) method with a fat-saturated T2-weighted (T2W) fast recovery fast spin-echo (FRFSE) imaging of the spine. Materials and Methods Images acquired at 3.0 Tesla (T) in 35 patients with different spine lesions using fat-saturated T2W FRFSE imaging were compared with T2W IDEAL FRFSE images. Signal-to-noise ratio (SNR)-efficiencies measurements were made in the vertebral bodies and spinal cord in the mid-sagittal plane or nearest to the mid-sagittal plane. Images were scored with the consensus of two experienced radiologists on a four-point grading scale for fat suppression and overall image quality. Statistical analysis of SNR-efficiency, fat suppression and image quality scores was performed with a paired Student's t test and Wilcoxon's signed rank test. Results Signal-to-noise ratio-efficiency for both vertebral body and spinal cord was higher with T2W IDEAL FRFSE imaging (p < 0.05) than with T2W FRFSE imaging. T2W IDEAL FRFSE demonstrated superior fat suppression (p < 0.01) and image quality (p < 0.01) compared to fat-saturated T2W FRFSE. Conclusion As compared with fat-saturated T2W FRFSE, IDEAL can provide a higher image quality, higher SNR-efficiency, and consistent, robust and uniform fat suppression. T2W IDEAL FRFSE is a promising technique for MR imaging of the spine at 3.0T.
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Affiliation(s)
- Ai-Jun Ren
- Department of Radiology, Navy General Hospital of PLA, Beijing 100048, People's [corrected] Republic of China.
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Boulet B, Caramella C, Couanet D, Balleyguier C, Bidault F, Dromain C. [MR imaging patterns of bone marrow]. ACTA ACUST UNITED AC 2010; 91:935-49. [PMID: 20814387 DOI: 10.1016/s0221-0363(10)70141-4] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/19/2022]
Abstract
The marrow contains a variable amount of yellow or fatty marrow and red or cellular marrow creating the signal intensity observed on MRI. Marrow replacement (by cells not normally present in bone marrow) typically is T1W hypointense. Marrow proliferation (by cells normally present in bone marrow) may be T1W hypointense (pseudo marrow replacement) or show intermediate T1W signal intensity due to red marrow redistribution. Marrow edema (reaction to an external process) show intermediate T1W hypointensity (mixture of water and marrow). Location will allow correct diagnosis. Bone marrow ischemia usually results in a necrotic fragment surrounded by a thin T1W hypointense rim.
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Affiliation(s)
- B Boulet
- Service de Radiodiagnostic, Institut Gustave-Roussy, 39 rue Camille Desmoulins, 94805 Villejuif, France.
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Chang J, Park H, Chae H, Kim M, Kim Y, Han K. Bone Marrow Cellularity Measurement by Myelocrit. Ann Lab Med 2010; 30:224-30. [DOI: 10.3343/kjlm.2010.30.3.224] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/19/2022] Open
Affiliation(s)
- Jiyoung Chang
- Department of Laboratory Medicine, College of Medicine, The Catholic University of Korea, Seoul, Korea
| | - Hunhee Park
- Department of Laboratory Medicine, College of Medicine, The Catholic University of Korea, Seoul, Korea
| | - Hyojin Chae
- Department of Laboratory Medicine, College of Medicine, The Catholic University of Korea, Seoul, Korea
| | - Myungshin Kim
- Department of Laboratory Medicine, College of Medicine, The Catholic University of Korea, Seoul, Korea
| | - Yonggoo Kim
- Department of Laboratory Medicine, College of Medicine, The Catholic University of Korea, Seoul, Korea
| | - Kyungja Han
- Department of Laboratory Medicine, College of Medicine, The Catholic University of Korea, Seoul, Korea
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Li X, Qi J, Xia L, Li H, Hu J, Yu C, Pen W, Guan J, Hu D. Diffusion MRI in ischemic epiphysis of the femoral head: an experimental study. J Magn Reson Imaging 2008; 28:471-7. [PMID: 18666196 DOI: 10.1002/jmri.21458] [Citation(s) in RCA: 14] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/14/2022] Open
Abstract
PURPOSE To evaluate whether line-scan diffusion-weighted imaging (LSDWI) can provide temporal information of epiphyseal ischemia. MATERIALS AND METHODS Ischemia was induced by ligation of arteries of the unilateral femoral head in piglets (N = 25). LSDWI was performed at several time points after ligation. A comparison of apparent diffusion coefficients (ADCs) was made between ischemic and control sides. The difference in percentage change of ADC in the ischemic hips between two neighboring time points was evaluated. A histological study was made after MR scanning. RESULTS Three hours after ligation, ADCs were significantly lower in the ischemic hips than in the contralateral (control) hips. At 72 hours after surgery, ADCs in the ischemic hips were significantly higher than in the control hips and continued to rise up until the sixth week after operation. Histological study revealed necrosis of chondrocytes and osteocytes and abnormal thickening of the epiphyseal cartilage in the ischemic femoral head. CONCLUSION The ADCs may be used as a marker of ischemia and necrosis in the femoral head; changes in the ADCs after the acute ischemia may reflect the evolution of ischemia and subsequent necrosis. LSDWI can be used for the evaluation of the duration and extent of ischemic injury in the epiphysis.
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Affiliation(s)
- Xiaoming Li
- Department of Radiology, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China.
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