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Shahzadi I, Seidlitz A, Beuthien-Baumann B, Zwanenburg A, Platzek I, Kotzerke J, Baumann M, Krause M, Troost EGC, Löck S. Radiomics for residual tumour detection and prognosis in newly diagnosed glioblastoma based on postoperative [ 11C] methionine PET and T1c-w MRI. Sci Rep 2024; 14:4576. [PMID: 38403632 PMCID: PMC10894870 DOI: 10.1038/s41598-024-55092-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/01/2023] [Accepted: 02/20/2024] [Indexed: 02/27/2024] Open
Abstract
Personalized treatment strategies based on non-invasive biomarkers have potential to improve patient management in patients with newly diagnosed glioblastoma (GBM). The residual tumour burden after surgery in GBM patients is a prognostic imaging biomarker. However, in clinical patient management, its assessment is a manual and time-consuming process that is at risk of inter-rater variability. Furthermore, the prediction of patient outcome prior to radiotherapy may identify patient subgroups that could benefit from escalated radiotherapy doses. Therefore, in this study, we investigate the capabilities of traditional radiomics and 3D convolutional neural networks for automatic detection of the residual tumour status and to prognosticate time-to-recurrence (TTR) and overall survival (OS) in GBM using postoperative [11C] methionine positron emission tomography (MET-PET) and gadolinium-enhanced T1-w magnetic resonance imaging (MRI). On the independent test data, the 3D-DenseNet model based on MET-PET achieved the best performance for residual tumour detection, while the logistic regression model with conventional radiomics features performed best for T1c-w MRI (AUC: MET-PET 0.95, T1c-w MRI 0.78). For the prognosis of TTR and OS, the 3D-DenseNet model based on MET-PET integrated with age and MGMT status achieved the best performance (Concordance-Index: TTR 0.68, OS 0.65). In conclusion, we showed that both deep-learning and conventional radiomics have potential value for supporting image-based assessment and prognosis in GBM. After prospective validation, these models may be considered for treatment personalization.
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Affiliation(s)
- Iram Shahzadi
- OncoRay - National Center for Radiation Research in Oncology, Faculty of Medicine and University Hospital Carl Gustav Carus, Technische Universität Dresden, Helmholtz-Zentrum Dresden - Rossendorf, Dresden, Germany
- German Cancer Consortium (DKTK) Partner Site Dresden, Germany, and German Cancer Research Center (DKFZ), Heidelberg, Germany
- National Center for Tumor Diseases (NCT), Partner Site Dresden, Germany: German Cancer Research Center (DKFZ), Heidelberg, Germany, Faculty of Medicine and University Hospital Carl Gustav Carus, Technische Universität Dresden, Dresden, Germany, and Helmholtz Association/Helmholtz-Zentrum Dresden - Rossendorf (HZDR), Dresden, Germany
| | - Annekatrin Seidlitz
- OncoRay - National Center for Radiation Research in Oncology, Faculty of Medicine and University Hospital Carl Gustav Carus, Technische Universität Dresden, Helmholtz-Zentrum Dresden - Rossendorf, Dresden, Germany
- German Cancer Consortium (DKTK) Partner Site Dresden, Germany, and German Cancer Research Center (DKFZ), Heidelberg, Germany
- National Center for Tumor Diseases (NCT), Partner Site Dresden, Germany: German Cancer Research Center (DKFZ), Heidelberg, Germany, Faculty of Medicine and University Hospital Carl Gustav Carus, Technische Universität Dresden, Dresden, Germany, and Helmholtz Association/Helmholtz-Zentrum Dresden - Rossendorf (HZDR), Dresden, Germany
- Department of Radiotherapy and Radiation Oncology, Faculty of Medicine and University Hospital Carl Gustav Carus, Technische Universität Dresden, Dresden, Germany
| | - Bettina Beuthien-Baumann
- Department of Nuclear Medicine, Faculty of Medicine and University Hospital Carl Gustav Carus, Technische Universität Dresden, Dresden, Germany
- Department of Radiology, German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Alex Zwanenburg
- OncoRay - National Center for Radiation Research in Oncology, Faculty of Medicine and University Hospital Carl Gustav Carus, Technische Universität Dresden, Helmholtz-Zentrum Dresden - Rossendorf, Dresden, Germany
- German Cancer Consortium (DKTK) Partner Site Dresden, Germany, and German Cancer Research Center (DKFZ), Heidelberg, Germany
- National Center for Tumor Diseases (NCT), Partner Site Dresden, Germany: German Cancer Research Center (DKFZ), Heidelberg, Germany, Faculty of Medicine and University Hospital Carl Gustav Carus, Technische Universität Dresden, Dresden, Germany, and Helmholtz Association/Helmholtz-Zentrum Dresden - Rossendorf (HZDR), Dresden, Germany
| | - Ivan Platzek
- Institute of Radiology, Faculty of Medicine and University Hospital Carl Gustav Carus, Technische Universität Dresden, Dresden, Germany
| | - Jörg Kotzerke
- National Center for Tumor Diseases (NCT), Partner Site Dresden, Germany: German Cancer Research Center (DKFZ), Heidelberg, Germany, Faculty of Medicine and University Hospital Carl Gustav Carus, Technische Universität Dresden, Dresden, Germany, and Helmholtz Association/Helmholtz-Zentrum Dresden - Rossendorf (HZDR), Dresden, Germany
- Department of Nuclear Medicine, Faculty of Medicine and University Hospital Carl Gustav Carus, Technische Universität Dresden, Dresden, Germany
| | - Michael Baumann
- OncoRay - National Center for Radiation Research in Oncology, Faculty of Medicine and University Hospital Carl Gustav Carus, Technische Universität Dresden, Helmholtz-Zentrum Dresden - Rossendorf, Dresden, Germany
- Division of Radiooncology/Radiobiology, German Cancer Research Center (DKFZ), Heidelberg, Germany
- Department of Radiotherapy and Radiation Oncology, Faculty of Medicine and University Hospital Carl Gustav Carus, Technische Universität Dresden, Dresden, Germany
| | - Mechthild Krause
- OncoRay - National Center for Radiation Research in Oncology, Faculty of Medicine and University Hospital Carl Gustav Carus, Technische Universität Dresden, Helmholtz-Zentrum Dresden - Rossendorf, Dresden, Germany
- German Cancer Consortium (DKTK) Partner Site Dresden, Germany, and German Cancer Research Center (DKFZ), Heidelberg, Germany
- National Center for Tumor Diseases (NCT), Partner Site Dresden, Germany: German Cancer Research Center (DKFZ), Heidelberg, Germany, Faculty of Medicine and University Hospital Carl Gustav Carus, Technische Universität Dresden, Dresden, Germany, and Helmholtz Association/Helmholtz-Zentrum Dresden - Rossendorf (HZDR), Dresden, Germany
- Department of Radiotherapy and Radiation Oncology, Faculty of Medicine and University Hospital Carl Gustav Carus, Technische Universität Dresden, Dresden, Germany
- Helmholtz-Zentrum Dresden-Rossendorf, Institute of Radiooncology, Dresden, Germany
| | - Esther G C Troost
- OncoRay - National Center for Radiation Research in Oncology, Faculty of Medicine and University Hospital Carl Gustav Carus, Technische Universität Dresden, Helmholtz-Zentrum Dresden - Rossendorf, Dresden, Germany
- German Cancer Consortium (DKTK) Partner Site Dresden, Germany, and German Cancer Research Center (DKFZ), Heidelberg, Germany
- National Center for Tumor Diseases (NCT), Partner Site Dresden, Germany: German Cancer Research Center (DKFZ), Heidelberg, Germany, Faculty of Medicine and University Hospital Carl Gustav Carus, Technische Universität Dresden, Dresden, Germany, and Helmholtz Association/Helmholtz-Zentrum Dresden - Rossendorf (HZDR), Dresden, Germany
- Department of Radiotherapy and Radiation Oncology, Faculty of Medicine and University Hospital Carl Gustav Carus, Technische Universität Dresden, Dresden, Germany
- Helmholtz-Zentrum Dresden-Rossendorf, Institute of Radiooncology, Dresden, Germany
| | - Steffen Löck
- OncoRay - National Center for Radiation Research in Oncology, Faculty of Medicine and University Hospital Carl Gustav Carus, Technische Universität Dresden, Helmholtz-Zentrum Dresden - Rossendorf, Dresden, Germany.
- German Cancer Consortium (DKTK) Partner Site Dresden, Germany, and German Cancer Research Center (DKFZ), Heidelberg, Germany.
- National Center for Tumor Diseases (NCT), Partner Site Dresden, Germany: German Cancer Research Center (DKFZ), Heidelberg, Germany, Faculty of Medicine and University Hospital Carl Gustav Carus, Technische Universität Dresden, Dresden, Germany, and Helmholtz Association/Helmholtz-Zentrum Dresden - Rossendorf (HZDR), Dresden, Germany.
- Department of Radiotherapy and Radiation Oncology, Faculty of Medicine and University Hospital Carl Gustav Carus, Technische Universität Dresden, Dresden, Germany.
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Ren Z, Feng G, Li B, Zhang C, Du Y. Dynamic contrast-enhanced magnetic resonance imaging assessment of residual tumor angiogenesis after insufficient microwave ablation and donafenib adjuvant therapy. Sci Rep 2024; 14:4557. [PMID: 38402352 PMCID: PMC10894284 DOI: 10.1038/s41598-024-55416-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/04/2023] [Accepted: 02/23/2024] [Indexed: 02/26/2024] Open
Abstract
To analyze the correlation between dynamic contrast-enhanced magnetic resonance imaging (DCE-MRI) permeability parameters and serum vascular endothelial growth factor (VEGF) levels in a rabbit VX2 liver cancer model with insufficient microwave ablation (MWA), to observe the dynamic changes in residual tumor angiogenesis in the short term after MWA, and to assess the effectiveness of donafenib as adjuvant therapy. Forty rabbits with VX2 liver tumors were randomly divided into three groups: an insufficient MWA group (n = 15), a combined treatment group (n = 15) and a control group (n = 10). The dynamic changes in VEGF expression after MWA and the effectiveness of donafenib as adjuvant therapy were evaluated by DCE-MRI and serum VEGF levels before surgery and 1, 3, 7, and 14 days after surgery. The correlation between the volume translate constant (Ktrans) of DCE-MRI parameters and serum VEGF levels fluctuated after ablation, but the coefficient was always positive (all p < 0.001). Repeated-measures ANOVA revealed significant changes in the serum VEGF concentration (F = 40.905, p < 0.001; partial η2 = 0.689), Ktrans (F = 13.388, p < 0.001; partial η2 = 0.420), and tumor diameter in each group (F = 34.065, p < 0.001; partial η2 = 0.648) at all five time points. Pairwise comparisons showed that the serum VEGF level, Ktrans value and tumor diameter in the insufficient MWA group and combined treatment group were significantly lower at 1 d than in the control group, but these values gradually increased over time (all p < 0.05). Ktrans and tumor diameter were significantly greater in the insufficient MWA group than in the control group at 14 days (all p < 0.05). The serum VEGF concentration, Ktrans, and tumor diameter were significantly lower in the combined treatment group than in the other two groups at 3, 7, and 14 days (all p < 0.05). Ktrans is positively correlated with the serum VEGF concentration. Ktrans and the serum VEGF concentration changed significantly after treatment with insufficient ablation or in combination with donafenib, and Ktrans may change faster. Insufficient MWA promotes the progression of residual tumors. Adjuvant treatment with donafenib is effective.
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Affiliation(s)
- Ziwang Ren
- Department of Radiology, Affiliated Hospital of North Sichuan Medical College, 1 Maoyuan Road, Nanchong City, 637000, Sichuan Province, China
| | - Guiling Feng
- Department of Radiology, Affiliated Hospital of North Sichuan Medical College, 1 Maoyuan Road, Nanchong City, 637000, Sichuan Province, China
| | - Bing Li
- Department of Radiology, Affiliated Hospital of North Sichuan Medical College, 1 Maoyuan Road, Nanchong City, 637000, Sichuan Province, China
| | - Chuan Zhang
- Department of Radiology, Affiliated Hospital of North Sichuan Medical College, 1 Maoyuan Road, Nanchong City, 637000, Sichuan Province, China
| | - Yong Du
- Department of Radiology, Affiliated Hospital of North Sichuan Medical College, 1 Maoyuan Road, Nanchong City, 637000, Sichuan Province, China.
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Janse MHA, Janssen LM, van der Velden BHM, Moman MR, Wolters-van der Ben EJM, Kock MCJM, Viergever MA, van Diest PJ, Gilhuijs KGA. Deep Learning-Based Segmentation of Locally Advanced Breast Cancer on MRI in Relation to Residual Cancer Burden: A Multi-Institutional Cohort Study. J Magn Reson Imaging 2023; 58:1739-1749. [PMID: 36928988 DOI: 10.1002/jmri.28679] [Citation(s) in RCA: 5] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/17/2022] [Revised: 02/22/2023] [Accepted: 02/24/2023] [Indexed: 03/18/2023] Open
Abstract
BACKGROUND While several methods have been proposed for automated assessment of breast-cancer response to neoadjuvant chemotherapy on breast MRI, limited information is available about their performance across multiple institutions. PURPOSE To assess the value and robustness of deep learning-derived volumes of locally advanced breast cancer (LABC) on MRI to infer the presence of residual disease after neoadjuvant chemotherapy. STUDY TYPE Retrospective. SUBJECTS Training cohort: 102 consecutive female patients with LABC scheduled for neoadjuvant chemotherapy (NAC) from a single institution (age: 25-73 years). Independent testing cohort: 55 consecutive female patients with LABC from four institutions (age: 25-72 years). FIELD STRENGTH/SEQUENCE Training cohort: single vendor 1.5 T or 3.0 T. Testing cohort: multivendor 3.0 T. Gradient echo dynamic contrast-enhanced sequences. ASSESSMENT A convolutional neural network (nnU-Net) was trained to segment LABC. Based on resulting tumor volumes, an extremely randomized tree model was trained to assess residual cancer burden (RCB)-0/I vs. RCB-II/III. An independent model was developed using functional tumor volume (FTV). Models were tested on an independent testing cohort and response assessment performance and robustness across multiple institutions were assessed. STATISTICAL TESTS The receiver operating characteristic (ROC) was used to calculate the area under the ROC curve (AUC). DeLong's method was used to compare AUCs. Correlations were calculated using Pearson's method. P values <0.05 were considered significant. RESULTS Automated segmentation resulted in a median (interquartile range [IQR]) Dice score of 0.87 (0.62-0.93), with similar volumetric measurements (R = 0.95, P < 0.05). Automated volumetric measurements were significantly correlated with FTV (R = 0.80). Tumor volume-derived from deep learning of DCE-MRI was associated with RCB, yielding an AUC of 0.76 to discriminate between RCB-0/I and RCB-II/III, performing similar to the FTV-based model (AUC = 0.77, P = 0.66). Performance was comparable across institutions (IQR AUC: 0.71-0.84). DATA CONCLUSION Deep learning-based segmentation estimates changes in tumor load on DCE-MRI that are associated with RCB after NAC and is robust against variations between institutions. EVIDENCE LEVEL 2. TECHNICAL EFFICACY Stage 4.
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Affiliation(s)
- Markus H A Janse
- Image Sciences Institute, University Medical Center Utrecht, Utrecht University, Utrecht, The Netherlands
| | - Liselore M Janssen
- Image Sciences Institute, University Medical Center Utrecht, Utrecht University, Utrecht, The Netherlands
| | - Bas H M van der Velden
- Image Sciences Institute, University Medical Center Utrecht, Utrecht University, Utrecht, The Netherlands
| | - Maaike R Moman
- Image Sciences Institute, University Medical Center Utrecht, Utrecht University, Utrecht, The Netherlands
- Alexander Monro Hospital, Bilthoven, The Netherlands
| | | | - Marc C J M Kock
- Department of Radiology, Albert Schweitzer Hospital, Dordrecht, The Netherlands
| | - Max A Viergever
- Image Sciences Institute, University Medical Center Utrecht, Utrecht University, Utrecht, The Netherlands
| | - Paul J van Diest
- Department of Pathology, University Medical Center Utrecht, Utrecht University, Utrecht, The Netherlands
| | - Kenneth G A Gilhuijs
- Image Sciences Institute, University Medical Center Utrecht, Utrecht University, Utrecht, The Netherlands
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Teske N, Tonn JC, Karschnia P. How to evaluate extent of resection in diffuse gliomas: from standards to new methods. Curr Opin Neurol 2023; 36:564-570. [PMID: 37865849 DOI: 10.1097/wco.0000000000001212] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/23/2023]
Abstract
PURPOSE OF REVIEW Maximal safe tumor resection represents the current standard of care for patients with newly diagnosed diffuse gliomas. Recent efforts have highlighted the prognostic value of extent of resection measured as residual tumor volume in patients with isocitrate dehydrogenase (IDH)-wildtype and -mutant gliomas. Accurate assessment of such information therefore appears essential in the context of clinical trials as well as patient management. RECENT FINDINGS Current recommendations for evaluation of extent of resection rest upon standardized postoperative MRI including contrast-enhanced T1-weighted sequences, T2-weighted/fluid-attenuated-inversion-recovery sequences, and diffusion-weighted imaging to differentiate postoperative tumor volumes from ischemia and nonspecific imaging findings. In this context, correct timing of postoperative imaging within the postoperative period is of utmost importance. Advanced MRI techniques including perfusion-weighted MRI and MR-spectroscopy may add further insight when evaluating residual tumor remnants. Positron emission tomography (PET) using amino acid tracers proves beneficial in identifying metabolically active tumor beyond anatomical findings on conventional MRI. SUMMARY Future efforts will have to refine recommendations on postoperative assessment of residual tumor burden in respect to differences between IDH-wildtype and -mutant gliomas, and incorporate the emerging role of advanced imaging modalities like amino acid PET.
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Affiliation(s)
- Nico Teske
- Department of Neurosurgery, LMU University Hospital, LMU Munich
- German Cancer Consortium (DKTK), Partner Site, Munich, Germany
| | - Joerg-Christian Tonn
- Department of Neurosurgery, LMU University Hospital, LMU Munich
- German Cancer Consortium (DKTK), Partner Site, Munich, Germany
| | - Philipp Karschnia
- Department of Neurosurgery, LMU University Hospital, LMU Munich
- German Cancer Consortium (DKTK), Partner Site, Munich, Germany
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Ahn H, Lee MH, Byun SH, Kim HJ, Kim W, Chee CG, Chung HW, Yoon MA, Lee SH. Detecting residual soft tissue sarcoma after unplanned excision; model-free analysis of dynamic contrast-enhanced MRI at short-term follow-up. Br J Radiol 2023; 96:20230410. [PMID: 37750840 PMCID: PMC10646632 DOI: 10.1259/bjr.20230410] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/07/2023] [Revised: 09/13/2023] [Accepted: 09/18/2023] [Indexed: 09/27/2023] Open
Abstract
OBJECTIVES To evaluate diagnostic utility of additional DCE-MRI for detecting residual soft tissue sarcomas (STS) after unplanned excision (UPE). METHODS We retrospectively evaluated 32 patients with UPE of STS, followed by conventional MRI with DCE-MRI and wide excision (WE), between November 2019 and January 2022. Residual tumors on conventional MRI were categorized into three groups: Lesion-type-0, no abnormal enhancement, Lesion-type-1, an indeterminate lesion, and Lesion-type-2, a definite enhancing nodule. On DCE-MRI, ROIs were manually placed on enhancing areas of suspected residual tumor. The mean and 95th percentile values of AUC of time-intensity curve were calculated at 60, 90, and 120 s of Enhancement-cycle-1 and -2. Optimal DCE parameters were identified by ROC analysis. Diagnostic performance of conventional MRI and DCE-MRI was compared using McNemar's test. RESULTS On WE, residual tumor was present in 23 (71.9%) of 32 patients. On MRI, Lesion-type-1 was found in 16/32 (50%) patients and Lesion-type-2 in 16/32 (50%). The optimal DCE parameter was the 95th percentile value of AUC at 120s of Enhancement-cycle-2. The sensitivity, specificity, and AUC were as follows: 65.2% (95% CI, 45.8-85.7%), 88.9% (CI, 68.4-100%), and 0.77 (CI, 0.62-0.92) for conventional MRI, and 100%, 55.6% (CI, 23.1-88.0%), and 0.78 (CI, 0.61-0.95) for combined conventional and DCE-MRI. CONCLUSIONS Additional DCE-MRI aided in detecting residual STS after UPE, particularly in cases without definite soft tissue nodular enhancement. ADVANCES IN KNOWLEDGE Close follow up may be suggested for patients showing abnormality in DCE-MRI, with more suspicion of residual tumor.
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Affiliation(s)
- Hyemin Ahn
- Department of Radiology and Research Institute of Radiology, University of Ulsan College of Medicine, Asan Medical Center, Seoul, Republic of Korea
| | - Min Hee Lee
- Department of Radiology and Research Institute of Radiology, University of Ulsan College of Medicine, Asan Medical Center, Seoul, Republic of Korea
| | - Seung Hee Byun
- Department of Radiology and Research Institute of Radiology, University of Ulsan College of Medicine, Asan Medical Center, Seoul, Republic of Korea
| | - Hwa Jung Kim
- Department of Clinical Epidemiology and Biostatistics, University of Ulsan College of Medicine, Asan Medical Center, Seoul, Republic of Korea
| | - Wanlim Kim
- Department of Orthopedic Surgery, University of Ulsan College of Medicine, Asan Medical Center, Seoul, Korea
| | - Choong Geun Chee
- Department of Radiology and Research Institute of Radiology, University of Ulsan College of Medicine, Asan Medical Center, Seoul, Republic of Korea
| | - Hye Won Chung
- Department of Radiology and Research Institute of Radiology, University of Ulsan College of Medicine, Asan Medical Center, Seoul, Republic of Korea
| | - Min A Yoon
- Department of Radiology and Research Institute of Radiology, University of Ulsan College of Medicine, Asan Medical Center, Seoul, Republic of Korea
| | - Sang Hoon Lee
- Department of Radiology and Research Institute of Radiology, University of Ulsan College of Medicine, Asan Medical Center, Seoul, Republic of Korea
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Helland RH, Ferles A, Pedersen A, Kommers I, Ardon H, Barkhof F, Bello L, Berger MS, Dunås T, Nibali MC, Furtner J, Hervey-Jumper S, Idema AJS, Kiesel B, Tewari RN, Mandonnet E, Müller DMJ, Robe PA, Rossi M, Sagberg LM, Sciortino T, Aalders T, Wagemakers M, Widhalm G, Witte MG, Zwinderman AH, Majewska PL, Jakola AS, Solheim O, Hamer PCDW, Reinertsen I, Eijgelaar RS, Bouget D. Segmentation of glioblastomas in early post-operative multi-modal MRI with deep neural networks. Sci Rep 2023; 13:18897. [PMID: 37919325 PMCID: PMC10622432 DOI: 10.1038/s41598-023-45456-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/16/2023] [Accepted: 10/19/2023] [Indexed: 11/04/2023] Open
Abstract
Extent of resection after surgery is one of the main prognostic factors for patients diagnosed with glioblastoma. To achieve this, accurate segmentation and classification of residual tumor from post-operative MR images is essential. The current standard method for estimating it is subject to high inter- and intra-rater variability, and an automated method for segmentation of residual tumor in early post-operative MRI could lead to a more accurate estimation of extent of resection. In this study, two state-of-the-art neural network architectures for pre-operative segmentation were trained for the task. The models were extensively validated on a multicenter dataset with nearly 1000 patients, from 12 hospitals in Europe and the United States. The best performance achieved was a 61% Dice score, and the best classification performance was about 80% balanced accuracy, with a demonstrated ability to generalize across hospitals. In addition, the segmentation performance of the best models was on par with human expert raters. The predicted segmentations can be used to accurately classify the patients into those with residual tumor, and those with gross total resection.
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Affiliation(s)
- Ragnhild Holden Helland
- Department of Health Research, SINTEF Digital, 7465, Trondheim, Norway.
- Department of Circulation and Medical Imaging, Norwegian University of Science and Technology, NO-7491, Trondheim, Norway.
| | - Alexandros Ferles
- Cancer Center Amsterdam, Brain Tumor Center, Amsterdam University Medical Centers, 1081 HV, Amsterdam, The Netherlands
- Department of Radiology and Nuclear Medicine, Amsterdam University Medical Centers, Vrije Universiteit, 1081 HV, Amsterdam, The Netherlands
| | - André Pedersen
- Department of Health Research, SINTEF Digital, 7465, Trondheim, Norway
| | - Ivar Kommers
- Cancer Center Amsterdam, Brain Tumor Center, Amsterdam University Medical Centers, 1081 HV, Amsterdam, The Netherlands
- Department of Neurosurgery, Amsterdam University Medical Centers, Vrije Universiteit, 1081 HV, Amsterdam, The Netherlands
| | - Hilko Ardon
- Department of Neurosurgery, Twee Steden Hospital, 5042 AD, Tilburg, The Netherlands
| | - Frederik Barkhof
- Department of Radiology and Nuclear Medicine, Amsterdam University Medical Centers, Vrije Universiteit, 1081 HV, Amsterdam, The Netherlands
- Institutes of Neurology and Healthcare Engineering, University College London, London, WC1E 6BT, UK
| | - Lorenzo Bello
- Neurosurgical Oncology Unit, Department of Oncology and Hemato-oncology, Humanitas Research Hospital, Università Degli Studi di Milano, 20122, Milan, Italy
| | - Mitchel S Berger
- Department of Neurological Surgery, University of California San Francisco, San Francisco, CA, 94143, USA
| | - Tora Dunås
- Department of Clinical Neuroscience, Institute of Neuroscience and Physiology, Sahlgrenska Academy, University of Gothenburg, 405 30, Gothenburg, Sweden
| | | | - Julia Furtner
- Department of Biomedical Imaging and Image-guided Therapy, Medical University Vienna, 1090, Vienna, Austria
- Research Center for Medical Image Analysis and Artificial Intelligence (MIAAI), Faculty of Medicine and Dentistry, Danube Private University, 3500, Krems, Austria
| | - Shawn Hervey-Jumper
- Department of Neurological Surgery, University of California San Francisco, San Francisco, CA, 94143, USA
| | - Albert J S Idema
- Department of Neurosurgery, Northwest Clinics, 1815 JD, Alkmaar, The Netherlands
| | - Barbara Kiesel
- Department of Neurosurgery, Medical University Vienna, 1090, Vienna, Austria
| | - Rishi Nandoe Tewari
- Department of Neurosurgery, Haaglanden Medical Center, 2512 VA, The Hague, The Netherlands
| | - Emmanuel Mandonnet
- Department of Neurological Surgery, Hôpital Lariboisière, 75010, Paris, France
| | - Domenique M J Müller
- Cancer Center Amsterdam, Brain Tumor Center, Amsterdam University Medical Centers, 1081 HV, Amsterdam, The Netherlands
- Department of Neurosurgery, Amsterdam University Medical Centers, Vrije Universiteit, 1081 HV, Amsterdam, The Netherlands
| | - Pierre A Robe
- Department of Neurology and Neurosurgery, University Medical Center Utrecht, 3584 CX, Utrecht, The Netherlands
| | - Marco Rossi
- Department of Medical Biotechnology and Translational Medicine, Università Degli Studi di Milano, 20122, Milan, Italy
| | - Lisa M Sagberg
- Department of Neurosurgery, St. Olavs hospital, Trondheim University Hospital, 7030, Trondheim, Norway
- Department of Public Health and Nursing, Norwegian University of Science and Technology, 7491, Trondheim, Norway
| | | | - Tom Aalders
- Department of Neurosurgery, Isala, 8025 AB, Zwolle, The Netherlands
| | - Michiel Wagemakers
- Department of Neurosurgery, University Medical Center Groningen, University of Groningen, 9713 GZ, Groningen, The Netherlands
| | - Georg Widhalm
- Department of Neurosurgery, Medical University Vienna, 1090, Vienna, Austria
| | - Marnix G Witte
- Department of Radiation Oncology, The Netherlands Cancer Institute, 1066 CX, Amsterdam, The Netherlands
| | - Aeilko H Zwinderman
- Department of Clinical Epidemiology and Biostatistics, Amsterdam University Medical Centers, University of Amsterdam, 1105 AZ, Amsterdam, The Netherlands
| | - Paulina L Majewska
- Department of Neurology and Neurosurgery, University Medical Center Utrecht, 3584 CX, Utrecht, The Netherlands
- Department of Neuromedicine and Movement Science, Norwegian University of Science and Technology, 7491, Trondheim, Norway
| | - Asgeir S Jakola
- Department of Clinical Neuroscience, Institute of Neuroscience and Physiology, Sahlgrenska Academy, University of Gothenburg, 405 30, Gothenburg, Sweden
- Department of Neurosurgery, Sahlgrenska University Hospital, Gothenburg, Sweden
| | - Ole Solheim
- Department of Neurology and Neurosurgery, University Medical Center Utrecht, 3584 CX, Utrecht, The Netherlands
- Department of Neuromedicine and Movement Science, Norwegian University of Science and Technology, 7491, Trondheim, Norway
| | - Philip C De Witt Hamer
- Cancer Center Amsterdam, Brain Tumor Center, Amsterdam University Medical Centers, 1081 HV, Amsterdam, The Netherlands
- Department of Neurosurgery, Amsterdam University Medical Centers, Vrije Universiteit, 1081 HV, Amsterdam, The Netherlands
| | - Ingerid Reinertsen
- Department of Health Research, SINTEF Digital, 7465, Trondheim, Norway
- Department of Circulation and Medical Imaging, Norwegian University of Science and Technology, NO-7491, Trondheim, Norway
| | - Roelant S Eijgelaar
- Cancer Center Amsterdam, Brain Tumor Center, Amsterdam University Medical Centers, 1081 HV, Amsterdam, The Netherlands
- Department of Neurosurgery, Amsterdam University Medical Centers, Vrije Universiteit, 1081 HV, Amsterdam, The Netherlands
| | - David Bouget
- Department of Health Research, SINTEF Digital, 7465, Trondheim, Norway
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Bodet-Milin C, Morvant C, Carlier T, Frecon G, Tournilhac O, Safar V, Kraeber-Bodere F, Le Gouill S, Macintyre E, Bailly C. Performance of baseline FDG-PET/CT radiomics for prediction of bone marrow minimal residual disease status in the LyMa-101 trial. Sci Rep 2023; 13:18177. [PMID: 37875524 PMCID: PMC10598231 DOI: 10.1038/s41598-023-45215-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/14/2023] [Accepted: 10/17/2023] [Indexed: 10/26/2023] Open
Abstract
The prognostic value of 18F-Fluorodeoxyglucose positron emission tomography/computed tomography (FDG-PET/CT) at baseline or the predictive value of minimal residual disease (MRD) detection appear as potential tools to improve mantle cell lymphoma (MCL) patients' management. The LyMa-101, a phase 2 trial of the LYSA group (ClinicalTrials.gov:NCT02896582) reported induction therapy with obinutuzumab, a CD20 monoclonal antibody. Herein, we investigated the added prognostic value of radiomic features (RF) derived from FDG-PET/CT at diagnosis for MRD value prediction. FDG-PET/CT of 59 MCL patients included in the LyMa-101 trial have been independently, blindly and centrally reviewed. RF were extracted from the disease area with the highest uptake and from the total metabolic tumor volume (TMTV). Two models of machine learning were used to compare several combinations for prediction of MRD before autologous stem cell transplant consolidation (ASCT). Each algorithm was generated with or without constrained feature selections for clinical and laboratory parameters. Both algorithms showed better discrimination performances for negative vs positive MRD in the lesion with the highest uptake than in the TMTV. The constrained use of clinical and biological features showed a clear loss in sensitivity for the prediction of MRD status before ASCT, regardless of the machine learning model. These data plead for the importance of FDG-PET/CT RF compared to clinical and laboratory parameters and also reinforced the previously made hypothesis that the prognosis of the disease in MCL patients is linked to the most aggressive contingent, within the lesion with the highest uptake.
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Affiliation(s)
- Caroline Bodet-Milin
- Université de Nantes, CHU Nantes, CNRS, Inserm, CRCINA, 44000, Nantes, France
- Nuclear Medicine Unit, University Hospital, 44093, Nantes, France
| | - Cyrille Morvant
- Université de Nantes, CHU Nantes, CNRS, Inserm, CRCINA, 44000, Nantes, France
- Nuclear Medicine Unit, University Hospital, 44093, Nantes, France
| | - Thomas Carlier
- Université de Nantes, CHU Nantes, CNRS, Inserm, CRCINA, 44000, Nantes, France
- Nuclear Medicine Unit, University Hospital, 44093, Nantes, France
| | - Gauthier Frecon
- Nuclear Medicine Unit, University Hospital, 44093, Nantes, France
| | - Olivier Tournilhac
- Haematology and Cell Therapy Department, Hôpital Estaing, CHU de Clermont-Ferrand, Clermont-Ferrand, France
| | - Violaine Safar
- Department of Hematology, Hospices Civils de Lyon, Lyon Sud Hospital, Pierre-Bénite, France
| | - Françoise Kraeber-Bodere
- Université de Nantes, CHU Nantes, CNRS, Inserm, CRCINA, 44000, Nantes, France
- Nuclear Medicine Unit, University Hospital, 44093, Nantes, France
| | - Steven Le Gouill
- Université de Nantes, CHU Nantes, CNRS, Inserm, CRCINA, 44000, Nantes, France
- Institut Curie, Paris and Saint-Cloud, Université Versailles-Saint Quentin, Saint-Cloud, France
| | - Elizabeth Macintyre
- Onco-Haematology, Université de Paris, Hôpital and Institut Necker-Enfants Malades, Assistance-Publique-Hôpitaux de Paris, INSERM U1151, Paris, France
| | - Clément Bailly
- Université de Nantes, CHU Nantes, CNRS, Inserm, CRCINA, 44000, Nantes, France.
- Nuclear Medicine Unit, University Hospital, 44093, Nantes, France.
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Wang Y, Zhao M, Ma Y, Liu A, Zhu Y, Yin L, Liang Z, Qu Z, Lu H, Ma Y, Ye Z. Accuracy of Preoperative Contrast-enhanced Cone Beam Breast CT in Assessment of Residual Tumor after Neoadjuvant Chemotherapy: A Comparative Study with Breast MRI. Acad Radiol 2023; 30:1805-1815. [PMID: 36610931 DOI: 10.1016/j.acra.2022.12.027] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/26/2022] [Revised: 12/11/2022] [Accepted: 12/16/2022] [Indexed: 01/07/2023]
Abstract
RATIONALE AND OBJECTIVES To compare the accuracy of preoperative contrast-enhanced cone beam breast CT (CE-CBBCT) and MRI in assessment of residual tumor after neoadjuvant chemotherapy (NAC). MATERIALS AND METHODS Residual tumor assessments in 91 female patients were performed on preoperative CE-CBBCT and MRI images after NAC. The agreements of tumor size between imaging and pathology were tested by Intraclass Correlation Coefficient (ICC). Subgroup analyses were set according to ductal carcinoma in situ (DCIS), calcifications and molecular subtypes. Correlated-samples Wilcoxon Signed-rank test was used to analyze the difference between imaging and pathology in total and subgroups. AUC, sensitivity, specificity, PPV, and NPV were calculated to compare the performance of CE-CBBCT and MRI in predicting pathological complete response (pCR). RESULTS Comparing with pathology, the agreement on CE-CBBCT was good (ICC = 0.64, 95% CI, 0.35-0.78), whereas on MRI was moderate (ICC = 0.59, 95% CI, 0.36-0.77), and overestimation on CE-CBBCT was less than that on MRI (median (interquartile range, IQR): 0.24 [0.00, 1.31] cm vs. 0.67 [0.00, 1.81] cm; p = 0.000). In subgroup analysis, CE-CBBCT showed superior accuracy than MRI when residual DCIS (p = 0.000) and calcifications (p = 0.000) contained, as well as luminal A (p = 0.043) and luminal B (p = 0.009) breast cancer. CE-CBBCT and MRI performed comparable in predicting pCR, AUCs were 0.749 and 0.733 respectively (p > 0.05). CONCLUSION CE-CBBCT showed superior accuracy in assessment of residual tumor compared with MRI, especially when residual DCIS or calcifications contained and luminal subtype. The performance of preoperative CE-CBBCT in predicting pCR was comparable to MRI. CE-CBBCT could be an alternative method used for preoperative assessment after NAC.
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Affiliation(s)
- Yafei Wang
- Department of Radiology, Tianjin Medical University Cancer Institute & Hospital, National Clinical Research Center for Cancer, Tianjin's Clinical Research Center for Cancer, Key Laboratory of Breast Cancer Prevention and Therapy, Tianjin Medical University, Ministry of Education, Key Laboratory of Cancer Prevention and Therapy, Tianjin, China
| | - Mengran Zhao
- Department of Radiology, Tianjin Medical University Cancer Institute & Hospital, National Clinical Research Center for Cancer, Tianjin's Clinical Research Center for Cancer, Key Laboratory of Breast Cancer Prevention and Therapy, Tianjin Medical University, Ministry of Education, Key Laboratory of Cancer Prevention and Therapy, Tianjin, China
| | - Yue Ma
- Department of Radiology, Tianjin Medical University Cancer Institute & Hospital, National Clinical Research Center for Cancer, Tianjin's Clinical Research Center for Cancer, Key Laboratory of Breast Cancer Prevention and Therapy, Tianjin Medical University, Ministry of Education, Key Laboratory of Cancer Prevention and Therapy, Tianjin, China
| | - Aidi Liu
- Department of Radiology, Tianjin Medical University Cancer Institute & Hospital, National Clinical Research Center for Cancer, Tianjin's Clinical Research Center for Cancer, Key Laboratory of Breast Cancer Prevention and Therapy, Tianjin Medical University, Ministry of Education, Key Laboratory of Cancer Prevention and Therapy, Tianjin, China
| | - Yueqiang Zhu
- Department of Radiology, Tianjin Medical University Cancer Institute & Hospital, National Clinical Research Center for Cancer, Tianjin's Clinical Research Center for Cancer, Key Laboratory of Breast Cancer Prevention and Therapy, Tianjin Medical University, Ministry of Education, Key Laboratory of Cancer Prevention and Therapy, Tianjin, China
| | - Lu Yin
- Department of Radiology, Tianjin Medical University Cancer Institute & Hospital, National Clinical Research Center for Cancer, Tianjin's Clinical Research Center for Cancer, Key Laboratory of Breast Cancer Prevention and Therapy, Tianjin Medical University, Ministry of Education, Key Laboratory of Cancer Prevention and Therapy, Tianjin, China
| | - Zhiran Liang
- Department of Radiology, Tianjin Medical University Cancer Institute & Hospital, National Clinical Research Center for Cancer, Tianjin's Clinical Research Center for Cancer, Key Laboratory of Breast Cancer Prevention and Therapy, Tianjin Medical University, Ministry of Education, Key Laboratory of Cancer Prevention and Therapy, Tianjin, China
| | - Zhiye Qu
- Department of Radiology, Tianjin Medical University Cancer Institute & Hospital, National Clinical Research Center for Cancer, Tianjin's Clinical Research Center for Cancer, Key Laboratory of Breast Cancer Prevention and Therapy, Tianjin Medical University, Ministry of Education, Key Laboratory of Cancer Prevention and Therapy, Tianjin, China
| | - Hong Lu
- Department of Breast Imaging, Tianjin Medical University Cancer Institute & Hospital, National Clinical Research Center for Cancer, Tianjin's Clinical Research Center for Cancer, Key Laboratory of Breast Cancer Prevention and Therapy, Tianjin Medical University, Ministry of Education, Key Laboratory of Cancer Prevention and Therapy, Tianjin, China
| | - Ying Ma
- Department of Pancreatic Cancer, Tianjin Medical University Cancer Institute and Hospital, National Clinical Research Center for Cancer, Key Laboratory of Cancer Prevention and Therapy, Tianjin's Clinical Research Center for Cancer, Tianjin, China
| | - Zhaoxiang Ye
- Department of Radiology, Tianjin Medical University Cancer Institute & Hospital, National Clinical Research Center for Cancer, Tianjin's Clinical Research Center for Cancer, Key Laboratory of Breast Cancer Prevention and Therapy, Tianjin Medical University, Ministry of Education, Key Laboratory of Cancer Prevention and Therapy, Tianjin, China..
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9
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Hu W, Cao G, Ye S, Xu J, Chen J, Shao G. Quantitative analysis with multiphase contrast-enhanced computed tomography to evaluate residual tumor activity of hepatocellular carcinoma after DEB-TACE. Medicine (Baltimore) 2023; 102:e34054. [PMID: 37327303 PMCID: PMC10270488 DOI: 10.1097/md.0000000000034054] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/20/2022] [Accepted: 05/31/2023] [Indexed: 06/18/2023] Open
Abstract
Most hepatocellular carcinomas (HCC) treated by transcatheter arterial chemoembolization with drug-eluting beads (DEB-TACE) are characterized by coagulation necrosis; therefore, it is often difficult to distinguish enhancement in the arterial phase that would lead to false negative evaluation. This study aimed to evaluate the specificity and sensitivity of the difference value of multiphase contrast-enhanced computed tomography (CECT) in predicting residual tumor activity in HCC lesions after DEB-TACE. This retrospective diagnostic study analyzed CECT images of 73 HCC lesions in 57 patients 20 to 40 days (average 28 days) after DEB-TACE treatment at our Hospital from January to December 2019. Postoperative pathology or digital subtraction angiography images were used as references. Residual tumor activity after the first intervention was determined based on the presence of tumor staining in digital subtraction angiography or the postoperative pathological discovery of HCC tumor cells. A significant difference was observed between the active and inactive residual groups in ∆ HU difference between CT values of arterial phase and non-contrast scans (AN, P = .000), difference between CT values of venous phase and non-contrast scans (VN, P = .000), difference between CT values of delay phase and non-contrast scans (DN, P = .000), (difference between CT values of venous and arterial phase scans, P = .001), and (difference between CT values of delay and arterial phase scans, P = .005). No statistically significant difference was observed between the delayed and venous phases (difference between CT values of delay and venous phase scans, P = .361). The area under the curve (AUC) of the ROC curve showed that the diagnostic efficacies in difference in CT value of AN (AUC = 0.976), VN (AUC = 0.927), and DN (AUC = 0.924) were higher, and their cutoff values were 4.86, 12.065, 20.19 HU with their sensitivities of 93.3%, 84.4%, 77.8% and specificities of 100%, 96.4%, and 100%, respectively. difference in CT value values of AN, VN, DN, difference between CT values of venous and arterial phase scans and difference between CT values of delay and arterial phase scans can sensitively detect residual tumor activity 20-40 days after DEB-TACE. Thus, more sensitive active residual foci were detected using all 3 enhanced phases rather than only the arterial phase. Quantitative analysis of multiphase CECT can detect residual tumor activity in an early and noninvasive manner, which can provide time for patients to receive early follow-up treatment.
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Affiliation(s)
- Wenchao Hu
- Graduate School, Zhejiang Chinese Medical University, Hangzhou, Zhejiang, China
- Department of Radiology, Shulan Hangzhou Hospital, Affiliated to Shulan International Medical College, Zhejiang Shuren University, Hangzhou, Zhejiang, China
| | - Guohong Cao
- Department of Radiology, Shulan Hangzhou Hospital, Affiliated to Shulan International Medical College, Zhejiang Shuren University, Hangzhou, Zhejiang, China
| | - Shengli Ye
- Department of Radiology, Shulan Hangzhou Hospital, Affiliated to Shulan International Medical College, Zhejiang Shuren University, Hangzhou, Zhejiang, China
| | - Jianfeng Xu
- Department of Radiology, Shulan Hangzhou Hospital, Affiliated to Shulan International Medical College, Zhejiang Shuren University, Hangzhou, Zhejiang, China
| | - Jing Chen
- Department of Radiology, Shulan Hangzhou Hospital, Affiliated to Shulan International Medical College, Zhejiang Shuren University, Hangzhou, Zhejiang, China
| | - Guoliang Shao
- Department of Interventional Treatment, Zhejiang Cancer Hospital, Hangzhou, Zhejiang, China
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10
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Jafferbhoy S, Gowda S M, Kabeer KK, Mohd-Isa Z, Salehi-Bird S, Marla S, Narayanan S, Soumian S. Role of MRI in predicting response to neo-adjuvant systemic therapy (NAST) in breast cancer. Breast Dis 2022; 41:165-173. [PMID: 35068433 DOI: 10.3233/bd-210023] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 06/14/2023]
Abstract
BACKGROUND AND OBJECTIVES MRI is generally performed to assess response to Neo-adjuvant systemic therapy (NAST) in breast cancer. OBJECTIVE To assess role of MRI in determining the probability of having residual disease in patients undergoing NAST. We also evaluated synchronous cancers diagnosed following MRI. METHODS This is a retrospective study which included all patients who had pre-and post-NAST MRI between June 2014 and December 2019. Data on demographics, tumour characteristics and pathology were collected and analysed. Pre- and post-MRI probability were calculated and depicted on nomograms. RESULTS The study included 205 patients. Overall pre-MRI probability of having residual disease was 55% (OR:1.2). The post-MRI probability was 78% (95% CI 72-83%; OR:3.5) if MRI showed residual disease and 23% (95% CI 16-31%, OR:0.3) if imaging showed complete response. The absolute benefit was higher in TNBC and HR-HER2. Additional cancers were identified in 8.78% of patients. CONCLUSION MRI is beneficial in evaluating response to NAST specifically in TNBC and HR-HER2 cancers. Pre- and post-MRI probabilities of residual disease depicted on nomograms are a useful tool for clinicians. MRI can potentially impact the treatment decisions by identification of synchronous cancers.
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Affiliation(s)
- Sadaf Jafferbhoy
- Department of Breast Surgery, University Hospitals of North Midlands, Stoke-on-Trent, United Kingdom
| | - Manoj Gowda S
- Department of Breast Surgery, University Hospitals of North Midlands, Stoke-on-Trent, United Kingdom
| | - Kirti Katherine Kabeer
- Department of Breast Surgery, University Hospitals of North Midlands, Stoke-on-Trent, United Kingdom
| | - Zatinahhayu Mohd-Isa
- Department of Breast Radiology, University Hospitals of North Midlands, Stoke-on-Trent, United Kingdom
| | - Seema Salehi-Bird
- Department of Breast Radiology, University Hospitals of North Midlands, Stoke-on-Trent, United Kingdom
| | - Sekhar Marla
- Department of Breast Surgery, University Hospitals of North Midlands, Stoke-on-Trent, United Kingdom
| | - Sankaran Narayanan
- Department of Breast Surgery, University Hospitals of North Midlands, Stoke-on-Trent, United Kingdom
| | - Soni Soumian
- Department of Breast Surgery, University Hospitals of North Midlands, Stoke-on-Trent, United Kingdom
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11
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Leng X, Uddin KMS, Chapman W, Luo H, Kou S, Amidi E, Yang G, Chatterjee D, Shetty A, Hunt S, Mutch M, Zhu Q. Assessing Rectal Cancer Treatment Response Using Coregistered Endorectal Photoacoustic and US Imaging Paired with Deep Learning. Radiology 2021; 299:349-358. [PMID: 33754826 PMCID: PMC8108559 DOI: 10.1148/radiol.2021202208] [Citation(s) in RCA: 17] [Impact Index Per Article: 5.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/18/2020] [Revised: 12/13/2020] [Accepted: 01/14/2021] [Indexed: 12/15/2022]
Abstract
Background Conventional radiologic modalities perform poorly in the radiated rectum and are often unable to differentiate residual cancer from treatment scarring. Purpose To report the development and initial patient study of an imaging system comprising an endorectal coregistered photoacoustic (PA) microscopy (PAM) and US system paired with a convolution neural network (CNN) to assess the rectal cancer treatment response. Materials and Methods In this prospective study (ClinicalTrials.gov identifier NCT04339374), participants completed radiation and chemotherapy from September 2019 to September 2020 and images were obtained with the PAM/US system prior to surgery. Another group's colorectal specimens were studied ex vivo. The PAM/US system consisted of an endorectal imaging probe, a 1064-nm laser, and one US ring transducer. The PAM CNN and US CNN models were trained and validated to distinguish normal from malignant colorectal tissue using ex vivo and in vivo patient data. The PAM CNN and US CNN were then tested using additional in vivo patient data that had not been seen by the CNNs during training and validation. Results Twenty-two patients' ex vivo specimens and five patients' in vivo images (a total of 2693 US regions of interest [ROIs] and 2208 PA ROIs) were used for CNN training and validation. Data from five additional patients were used for testing. A total of 32 participants (mean age, 60 years; range, 35-89 years) were evaluated. Unique PAM imaging markers of the complete tumor response were found, specifically including recovery of normal submucosal vascular architecture within the treated tumor bed. The PAM CNN model captured this recovery process and correctly differentiated these changes from the residual tumor. The imaging system remained highly capable of differentiating tumor from normal tissue, achieving an area under the receiver operating characteristic curve of 0.98 (95% CI: 0.98, 0.99) for data from five participants. By comparison, the US CNN had an area under the receiver operating characteristic curve of 0.71 (95% CI: 0.70, 0.73). Conclusion An endorectal coregistered photoacoustic microscopy/US system paired with a convolutional neural network model showed high diagnostic performance in assessing the rectal cancer treatment response and demonstrated potential for optimizing posttreatment management. © RSNA, 2021 Supplemental material is available for this article. See also the editorial by Klibanov in this issue.
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Affiliation(s)
| | | | - William Chapman
- From the Department of Biomedical Engineering (X.L., K.M.S.U., S.K.,
E.A., G.Y., Q.Z.), Division of Surgery, Barnes-Jewish Hospital (W.C., S.H.,
M.M.), and Department of Electrical and System Engineering (H.L.), Washington
University in St. Louis, 1 Brookings Dr, Mail Box 1097, St Louis, MO 63130;
Department of Pathology (D.C.) and Mallinckrodt Institute of Radiology (A.S.,
Q.Z.), Washington University School of Medicine, St Louis, Mo
| | - Hongbo Luo
- From the Department of Biomedical Engineering (X.L., K.M.S.U., S.K.,
E.A., G.Y., Q.Z.), Division of Surgery, Barnes-Jewish Hospital (W.C., S.H.,
M.M.), and Department of Electrical and System Engineering (H.L.), Washington
University in St. Louis, 1 Brookings Dr, Mail Box 1097, St Louis, MO 63130;
Department of Pathology (D.C.) and Mallinckrodt Institute of Radiology (A.S.,
Q.Z.), Washington University School of Medicine, St Louis, Mo
| | - Sitai Kou
- From the Department of Biomedical Engineering (X.L., K.M.S.U., S.K.,
E.A., G.Y., Q.Z.), Division of Surgery, Barnes-Jewish Hospital (W.C., S.H.,
M.M.), and Department of Electrical and System Engineering (H.L.), Washington
University in St. Louis, 1 Brookings Dr, Mail Box 1097, St Louis, MO 63130;
Department of Pathology (D.C.) and Mallinckrodt Institute of Radiology (A.S.,
Q.Z.), Washington University School of Medicine, St Louis, Mo
| | - Eghbal Amidi
- From the Department of Biomedical Engineering (X.L., K.M.S.U., S.K.,
E.A., G.Y., Q.Z.), Division of Surgery, Barnes-Jewish Hospital (W.C., S.H.,
M.M.), and Department of Electrical and System Engineering (H.L.), Washington
University in St. Louis, 1 Brookings Dr, Mail Box 1097, St Louis, MO 63130;
Department of Pathology (D.C.) and Mallinckrodt Institute of Radiology (A.S.,
Q.Z.), Washington University School of Medicine, St Louis, Mo
| | - Guang Yang
- From the Department of Biomedical Engineering (X.L., K.M.S.U., S.K.,
E.A., G.Y., Q.Z.), Division of Surgery, Barnes-Jewish Hospital (W.C., S.H.,
M.M.), and Department of Electrical and System Engineering (H.L.), Washington
University in St. Louis, 1 Brookings Dr, Mail Box 1097, St Louis, MO 63130;
Department of Pathology (D.C.) and Mallinckrodt Institute of Radiology (A.S.,
Q.Z.), Washington University School of Medicine, St Louis, Mo
| | - Deyali Chatterjee
- From the Department of Biomedical Engineering (X.L., K.M.S.U., S.K.,
E.A., G.Y., Q.Z.), Division of Surgery, Barnes-Jewish Hospital (W.C., S.H.,
M.M.), and Department of Electrical and System Engineering (H.L.), Washington
University in St. Louis, 1 Brookings Dr, Mail Box 1097, St Louis, MO 63130;
Department of Pathology (D.C.) and Mallinckrodt Institute of Radiology (A.S.,
Q.Z.), Washington University School of Medicine, St Louis, Mo
| | - Anup Shetty
- From the Department of Biomedical Engineering (X.L., K.M.S.U., S.K.,
E.A., G.Y., Q.Z.), Division of Surgery, Barnes-Jewish Hospital (W.C., S.H.,
M.M.), and Department of Electrical and System Engineering (H.L.), Washington
University in St. Louis, 1 Brookings Dr, Mail Box 1097, St Louis, MO 63130;
Department of Pathology (D.C.) and Mallinckrodt Institute of Radiology (A.S.,
Q.Z.), Washington University School of Medicine, St Louis, Mo
| | - Steve Hunt
- From the Department of Biomedical Engineering (X.L., K.M.S.U., S.K.,
E.A., G.Y., Q.Z.), Division of Surgery, Barnes-Jewish Hospital (W.C., S.H.,
M.M.), and Department of Electrical and System Engineering (H.L.), Washington
University in St. Louis, 1 Brookings Dr, Mail Box 1097, St Louis, MO 63130;
Department of Pathology (D.C.) and Mallinckrodt Institute of Radiology (A.S.,
Q.Z.), Washington University School of Medicine, St Louis, Mo
| | - Matthew Mutch
- From the Department of Biomedical Engineering (X.L., K.M.S.U., S.K.,
E.A., G.Y., Q.Z.), Division of Surgery, Barnes-Jewish Hospital (W.C., S.H.,
M.M.), and Department of Electrical and System Engineering (H.L.), Washington
University in St. Louis, 1 Brookings Dr, Mail Box 1097, St Louis, MO 63130;
Department of Pathology (D.C.) and Mallinckrodt Institute of Radiology (A.S.,
Q.Z.), Washington University School of Medicine, St Louis, Mo
| | - Quing Zhu
- From the Department of Biomedical Engineering (X.L., K.M.S.U., S.K.,
E.A., G.Y., Q.Z.), Division of Surgery, Barnes-Jewish Hospital (W.C., S.H.,
M.M.), and Department of Electrical and System Engineering (H.L.), Washington
University in St. Louis, 1 Brookings Dr, Mail Box 1097, St Louis, MO 63130;
Department of Pathology (D.C.) and Mallinckrodt Institute of Radiology (A.S.,
Q.Z.), Washington University School of Medicine, St Louis, Mo
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Green K, Pavasovic V, Ghorashian S, Ancliff P, Bartram J, Rao A, Samarasinghe S, Vora A, Cheng D, O'Connor D. Clinical Utility of Radiologic Disease Reassessment in the Management of Pediatric B-Cell Non-Hodgkin Lymphoma. J Pediatr Hematol Oncol 2021; 43:e380-e384. [PMID: 32218099 DOI: 10.1097/mph.0000000000001781] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/29/2019] [Accepted: 02/16/2020] [Indexed: 11/26/2022]
Abstract
Although outcomes for children with B-cell non-Hodgkin lymphoma are excellent, between 20% and 40% demonstrate residual radiologic abnormalities at disease assessment during consolidation therapy, the significance of which remains uncertain. The authors report the outcomes for all children treated for B-cell non-Hodgkin lymphoma at our center over an 11-year period. Twenty-four of 64 (38%) children had residual radiologic abnormalities at disease remission assessment. Seven (29%) underwent histologic biopsies that were normal. No children with residual radiologic abnormalities experienced disease relapse or death, suggesting that imaging at this time point creates clinical uncertainty without indicating residual disease or predicting relapse.
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Affiliation(s)
- Katherine Green
- Great Ormond Street Hospital for Children NHS Foundation Trust, London, UK
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13
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Mehan WA, Buch K, Brasz MF, Simonis FFJ, MacDonald S, Rincon S, Kirsch JE, Caruso P. Balanced Steady-State Free Precession Techniques Improve Detection of Residual Germ Cell Tumor for Treatment Planning. AJNR Am J Neuroradiol 2020; 41:898-903. [PMID: 32354710 PMCID: PMC7228177 DOI: 10.3174/ajnr.a6540] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/12/2019] [Accepted: 03/16/2020] [Indexed: 11/07/2022]
Abstract
BACKGROUND AND PURPOSE Identification of a partial/complete chemotherapy response in pediatric patients with intracranial germ cell tumors is clinically important for radiation treatment and management. Partial/complete response is conventionally determined on postcontrast MR imaging sequences. The purpose of this study was to assess the diagnostic utility of a balanced steady-state free precession sequence as an adjunct to standard MR imaging sequences for the detection of residual tumor in pediatric patients on postchemoreduction pre-radiation planning MR imaging. MATERIALS AND METHODS This was a retrospective study of pediatric patients with intracranial germ cell tumors undergoing postchemotherapy, preradiotherapy MR imaging. Patients underwent 1.5T or 3T MR imaging with pre- and postcontrast T1WIs, T2WIs, and a balanced steady-state free precession sequence. Two neuroradiologists independently reviewed standard MR imaging sequences without the balanced steady-state free precession sequence, then with the balanced steady-state free precession sequence 1 week later. Assessment for partial/complete response was determined using Response Assessment in Neuro-Oncology criteria. A 5-point Likert scale scored the diagnostic confidence of the neuroradiologist rating each study without/with the balanced steady-state free precession sequence. Rates of residual disease concordance and diagnostic confidence levels without/with the balanced steady-state free precession sequence were calculated. RESULTS Thirty-nine patients were included with 31 males and 8 females (mean age, 14.15 ± 4.26 years). Thirty-one patients had single-site disease; 8 patients had multisynchronous disease (47 sites in total). Compared to review of the standard MR sequences alone, the addition of the balanced steady state free precession sequence resulted in higher rates of tumor partial response categorization and greater diagnostic confidence levels (P < .001, P < .001). CONCLUSIONS The balanced steady-state free precession sequence improves detection of residual chemotherapy-reduced intracranial germ cell tumors and increases diagnostic confidence of the neuroradiologist. The balanced steady-state free precession sequence may be an important adjunct to the standard MR imaging protocol for radiation planning.
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Affiliation(s)
- W A Mehan
- From the Departments of Radiology (W.A.M, Jr., K.B., S.R., J.E.K., P.C.)
| | - K Buch
- From the Departments of Radiology (W.A.M, Jr., K.B., S.R., J.E.K., P.C.)
| | - M F Brasz
- and Magnetic Detection and Imaging (M.F.B., F.F.J.S.), TechMed Centre, University of Twente, Enschede, the Netherlands
| | - F F J Simonis
- and Magnetic Detection and Imaging (M.F.B., F.F.J.S.), TechMed Centre, University of Twente, Enschede, the Netherlands
| | - S MacDonald
- and Radiation Oncology (S.M.), Massachusetts General Hospital and Harvard Medical School, Boston, Massachusetts
| | - S Rincon
- From the Departments of Radiology (W.A.M, Jr., K.B., S.R., J.E.K., P.C.)
| | - J E Kirsch
- From the Departments of Radiology (W.A.M, Jr., K.B., S.R., J.E.K., P.C.)
| | - P Caruso
- From the Departments of Radiology (W.A.M, Jr., K.B., S.R., J.E.K., P.C.)
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Sezer S, van Amerongen MJ, Delye HHK, Ter Laan M. Accuracy of the neurosurgeons estimation of extent of resection in glioblastoma. Acta Neurochir (Wien) 2020; 162:373-378. [PMID: 31656985 PMCID: PMC6982640 DOI: 10.1007/s00701-019-04089-8] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/16/2019] [Accepted: 09/24/2019] [Indexed: 11/29/2022]
Abstract
BACKGROUND The surgeons' estimate of the extent of resection (EOR) shows little accuracy in previous literature. Considering the developments in surgical techniques of glioblastoma (GBM) treatment, we hypothesize an improvement in this estimation. This study aims to compare the EOR estimated by the neurosurgeon with the EOR determined using volumetric analysis on the post-operative MR scan. METHODS Pre- and post-operative tumor volumes were calculated through semi-automatic volumetric assessment by three observers. Interobserver agreement was measured using intraclass correlation coefficient (ICC). A univariate general linear model was used to study the factors influencing the accuracy of estimation of resection percentage. RESULTS ICC was high for all three measurements: pre-operative tumor volume was 0.980 (0.969-0.987), post-operative tumor volume 0.974 (0.961-0.984), and EOR 0.947 (0.917-0.967). Estimation of EOR by the surgeon showed moderate accuracy and agreement. Multivariable analysis showed a statistically significant effect of operating neurosurgeon (p = 0.01), use of fluorescence (p < 0.001), and resection percentage (p < 0.001) on the accuracy of the EOR estimation. CONCLUSION All measurements through semi-automatic volumetric analysis show a high interobserver agreement, suggesting this to be a reliable assessment of EOR. We found a moderate reliability of the surgeons' estimate of EOR. Therefore, (early) post-operative MRI scanning for evaluation of EOR remains paramount.
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Affiliation(s)
- Sümeyye Sezer
- Department of Neurosurgery, Radboud University Medical Center, Geert Grooteplein Zuid 10, 6525 GA, Nijmegen, The Netherlands
| | - Martin J van Amerongen
- Department of Radiology, Radboud University Medical Center, Geert Grooteplein Zuid 10, 6525 GA, Nijmegen, The Netherlands
| | - Hans H K Delye
- Department of Neurosurgery, Radboud University Medical Center, Geert Grooteplein Zuid 10, 6525 GA, Nijmegen, The Netherlands
| | - Mark Ter Laan
- Department of Neurosurgery, Radboud University Medical Center, Geert Grooteplein Zuid 10, 6525 GA, Nijmegen, The Netherlands.
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Haubold J, Ludwig JM, Li Y, Buechter M, Wetter A, Umutlu L, Theysohn JM. Measuring the density of iodine depositions: Detecting an invisible residual tumor after conventional transarterial chemoembolization. PLoS One 2020; 15:e0227972. [PMID: 31995589 PMCID: PMC6988944 DOI: 10.1371/journal.pone.0227972] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/08/2019] [Accepted: 01/04/2020] [Indexed: 12/24/2022] Open
Abstract
Purpose The purpose of this study is to evaluate the use of density measurements in the diagnosis of an underlying residual tumor beyond iodine depositions after Lipiodol-based conventional transarterial chemoembolization (cTACE). Method and materials Thirty follow-up CT scans of 20 patients 6–12 weeks after Lipiodol-based cTACE, receiving a digital subtraction angiography at the same time, were analyzed. Reference for the detection of a residual tumor was the angiography, and a visible contrast enhancement was categorized as a residual tumor (n = 16 with residual tumor; n = 14 without residual tumor). The density of the iodine depositions was measured in all containing slices in non-contrast-, arterial- and portal venous-phase CT scans, with a slice thickness of 5.00 mm. The mean density of the iodine deposition during the portal venous phase was subtracted from the mean density of the arterial phase to calculate the density changes (a positive enhancement score represents washout in the portal venous phase). In addition, a quotient relating to the non-contrast measurement was evaluated. Results Patients with a residual tumor displayed significantly higher enhancement scores in favor of density reduction between the arterial and portal venous phases, compared to patients without a residual tumor (1.41 ± 3.59, n = 14 vs. -13.97 ± 2.88, n = 16; p-value < 0.01). Furthermore, 87.75% of patients with an enhancement score higher than -1.00 (n = 9) had a residual tumor, whereas 100.00% of patients with an enhancement score lower than -20.00 (n = 6) were shown to be tumor-free. The enhancement score quotient resulted in similar findings. Conclusion After cTACE in patients with hepatocellular carcinoma (HCC), the presence of a viable tumor correlated with enhancement scores based on the density measurements of iodine depositions in different phases of the CT scan. Low enhancement scores were associated with completely treated tumors and can aid the decision process to avoid possibly unnecessary angiographies.
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Affiliation(s)
- Johannes Haubold
- Department of Diagnostic and Interventional Radiology and Neuroradiology, University Hospital Essen, Essen, Germany
- * E-mail:
| | - Johannes M. Ludwig
- Department of Diagnostic and Interventional Radiology and Neuroradiology, University Hospital Essen, Essen, Germany
| | - Yan Li
- Department of Diagnostic and Interventional Radiology and Neuroradiology, University Hospital Essen, Essen, Germany
| | - Matthias Buechter
- Department of Gastroenterology and Hepatology, University Hospital Essen, University Duisburg-Essen, Essen, Germany
| | - Axel Wetter
- Department of Diagnostic and Interventional Radiology and Neuroradiology, University Hospital Essen, Essen, Germany
| | - Lale Umutlu
- Department of Diagnostic and Interventional Radiology and Neuroradiology, University Hospital Essen, Essen, Germany
| | - Jens M. Theysohn
- Department of Diagnostic and Interventional Radiology and Neuroradiology, University Hospital Essen, Essen, Germany
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Nagaishi M, Nakae R, Fujii Y, Inoue Y, Sugiura Y, Takano I, Tanaka Y, Suzuki K. Rare clinical presentations of pleomorphic xanthoastrocytoma with a high proliferative index: Two case reports. Medicine (Baltimore) 2020; 99:e18880. [PMID: 32011515 PMCID: PMC7220053 DOI: 10.1097/md.0000000000018880] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/25/2022] Open
Abstract
INTRODUCTION Pleomorphic xanthoastrocytomas (PXA) are rare, typically benign, slow-growing tumors that commonly occur in the cerebral hemispheres. We describe two cases of clinically aggressive PXA with uncommon locations; one was in the tectal plate, and the other had simultaneous multicentric lesions. PATIENT CONCERNS The both cases presented with severe headache with no significant past medical history. DIAGNOSIS PXA World Health Organization grade II were histopathologically diagnosed from surgically resected specimens, and immunohistochemical and sequence analysis revealed a high Ki-67 proliferative index and BRAF V600E mutation in both the cases. INTERVENTIONS The first case presented with multicentric lesions and underwent partial resection, whereas the second case presented with a tectal plate tumor that was managed by gross total surgical resection. Strong 5-aminolevulinic acid (5-ALA)-induced fluorescence was observed in both the lesions. Postoperative radiotherapy plus concomitant and adjuvant temozolomide was administered to both the patients. OUTCOMES Despite completing adjuvant chemo-radiotherapy, both the patients had local tumor recurrence at 2 and 5 months after the operation, respectively. CONCLUSION The progressive clinical courses in our cases suggest that additional postoperative therapy should be considered during the treatment of PXA with a high Ki67 index, and that temozolomide with radiotherapy, followed by temozolomide maintenance therapy, may not prevent recurrence in such tumors. Importantly, our experience implies that unlike other subtypes of low grade gliomas, 5-ALA fluorescence is useful for intraoperative visualization of PXA.
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Sachpekidis C, Goldschmidt H, Dimitrakopoulou-Strauss A. Positron Emission Tomography (PET) Radiopharmaceuticals in Multiple Myeloma. Molecules 2019; 25:molecules25010134. [PMID: 31905752 PMCID: PMC6982887 DOI: 10.3390/molecules25010134] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/16/2019] [Revised: 12/24/2019] [Accepted: 12/26/2019] [Indexed: 12/31/2022] Open
Abstract
Multiple myeloma (MM) is a plasma cell disorder, characterized by clonal proliferation of malignant plasma cells in the bone marrow. Bone disease is the most frequent feature and an end-organ defining indicator of MM. In this context, imaging plays a pivotal role in the management of the malignancy. For several decades whole-body X-ray survey (WBXR) has been applied for the diagnosis and staging of bone disease in MM. However, the serious drawbacks of WBXR have led to its gradual replacement from novel imaging modalities, such as computed tomography (CT), magnetic resonance imaging (MRI) and positron emission tomography/computed tomography (PET/CT). PET/CT, with the tracer 18F-fluorodeoxyglucose (18F-FDG), is now considered a powerful diagnostic tool for the detection of medullary and extramedullary disease at the time of diagnosis, a reliable predictor of survival as well as the most robust modality for treatment response evaluation in MM. On the other hand, 18F-FDG carries its own limitations as a radiopharmaceutical, including a rather poor sensitivity for the detection of diffuse bone marrow infiltration, a relatively low specificity, and the lack of widely applied, established criteria for image interpretation. This has led to the development of several alternative PET tracers, some of which with promising results regarding MM detection. The aim of this review article is to outline the major applications of PET/CT with different radiopharmaceuticals in the clinical practice of MM.
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Affiliation(s)
- Christos Sachpekidis
- Clinical Cooperation Unit Nuclear Medicine, German Cancer Research Center, 69120 Heidelberg, Germany;
- Correspondence: or ; Tel.: +49-6221-42-2478; Fax: +49-6221-42-2476
| | - Hartmut Goldschmidt
- Department of Internal Medicine V, University Hospital Heidelberg and National Center for Tumor Diseases (NCT), 69120 Heidelberg, Germany;
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Abstract
The role and use of minimal residual disease (MRD) testing has changed significantly over the past few years as it has become part of the routine care for response assessment in multiple myeloma. The most widely used standardized methods to assess MRD in myeloma in the bone marrow are multicolor flow cytometry and next-generation sequencing. Importantly, the depth of MRD negativity in the bone marrow correlates with improved progression-free survival and overall survival in myeloma. Whole-body position emission tomography-computed tomography and magnetic resonance imaging are also used to evaluate patchy and extramedullary disease, which may not be readily visible through bone marrow assessment. This article reviews a clinical case in which MRD testing, both in bone marrow and in functional imaging, is part of the standard of care. It also reviews the different modalities of MRD testing and current practice guidelines. Finally, patients with myeloma may be tested for MRD after treatment because this is part of the routine response assessment according to International Myeloma Working Group criteria and correlates with clinical outcomes. Important questions such as when to stop therapy for sustained MRD-negative patients or whether to change treatments for patients who go from MRD negative to positive without other evidence of disease relapse are being evaluated in clinical trials and remain controversial.
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Affiliation(s)
- Elisabet E Manasanch
- Department of Lymphoma/Myeloma, The University of Texas MD Anderson Cancer Center, Houston, TX
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Sun J, Wu G, Shan F, Meng Z. The Value of IVIM DWI in Combination with Conventional MRI in Identifying the Residual Tumor After Cone Biopsy for Early Cervical Carcinoma. Acad Radiol 2019; 26:1040-1047. [PMID: 30385207 DOI: 10.1016/j.acra.2018.09.027] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/29/2018] [Revised: 09/20/2018] [Accepted: 09/28/2018] [Indexed: 02/05/2023]
Abstract
RATIONALE AND OBJECTIVES To investigate the value of intravoxel incoherent motion (IVIM) diffusion-weighted imaging (DWI) in combination with conventional MRI in identifying the residual tumor after biopsy for early cervical carcinoma. MATERIALS AND METHODS Eighty patients with histologically proven early cervical carcinoma were enrolled into this study. MRI sequences included two sets of MRI sequences including conventional MRI (T1WI, T2WI, and dynamic contrast-enhanced MRI) and IVIM DWI/conventional MRI combinations. The patients were classified into residual tumor and nonresidual tumor group after biopsy. IVIM parameters were quantitatively analyzed and compared between two groups. The diagnostic ability of two sets of MRI sequences were calculated and compared. RESULTS The mean D and f values were significantly lower in residual tumor group than in nonresidual tumor group (p < 0.05). The areas under receiver operating characteristic curves of D and f for discriminating between residual tumor and nonresidual tumor group were 0.848 and 0.767, respectively. The sensitivity and accuracy of conventional MRI/IVIM DWI combinations for the detection of residual tumor were 82.7% and 83.8%, respectively, while the sensitivity and accuracy of conventional MRI were 52.4% and 53.8%, respectively. CONCLUSION The addition of IVIM DWI to conventional MRI considerably improves the sensitivity and accuracy of the detection of residual tumor after biopsy for early cervical carcinoma.
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Affiliation(s)
- Junqi Sun
- Department of Radiology, Zhongnan Hospital of Wuhan University, 169 Donghu Road, Wuchang District, Wuhan 430071, Hubei Province, China
| | - Guangyao Wu
- Department of Radiology, Zhongnan Hospital of Wuhan University, 169 Donghu Road, Wuchang District, Wuhan 430071, Hubei Province, China.
| | - Feifei Shan
- Department of Ultrasound, The Affiliated Yuebei People's Hospital of Shantou University Medical College, Shaoguan, Guangdong Province, China
| | - Zhihua Meng
- Department of Radiology, The Affiliated Yuebei People's Hospital of Shantou University Medical College, Shaoguan, Guangdong Province, China
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Kim HY, Kim ST, Kim HJ, Jeon P, Byun HS, Kim YK, Cha J, Park GM, Nam DH, Kong DS. Differentiation of postoperative changes and residual tumors in dynamic contrast-enhanced sella MRI after transsphenoidal resection of pituitary adenoma. Medicine (Baltimore) 2019; 98:e16089. [PMID: 31277105 PMCID: PMC6635295 DOI: 10.1097/md.0000000000016089] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/27/2022] Open
Abstract
To establish magnetic resonance imaging (MRI) features that differentiate residual tumors from postoperative surgical changes following the transsphenoidal approach of a pituitary adenoma.We analyzed residual enhancements at the tumor bed in 52 patients who underwent dynamic contrast-enhanced sella MRI within 48 hours after surgery and at 6 to 28 months. Patients were divided into 2 groups defined by either peripheral or nodular enhancement patterns. For each group, we measured the maximum thickness of the residual enhancing portion and compared differences in the residual tumor and postoperative changes.Among the tumors examined in the 52 patients, 19 residual tumors showed nodular (n = 16) and peripheral (n = 3) enhancement patterns, and 33 postoperative changes showed nodular (n = 3) and peripheral (n = 30) enhancement patterns. The mean residual tumor thickness was 7.1 mm (range, 2.9-16.8 mm) and 1.9 mm (range, 1.0-7.4 mm) in the postoperative change. Receiver operating characteristic curve analysis revealed that a 3.9-mm thickness was associated with 89% sensitivity, 97% specificity, and 94% accuracy for diagnosis of residual tumor.On immediate postoperative MRI, residual enhancement with greater than 3.9-mm thickness and nodular pattern suggest residual pituitary adenoma tumor.
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Affiliation(s)
- Ha Youn Kim
- Department of Radiology, Eulji University Hospital, Daejeon
| | - Sung Tae Kim
- Department of Radiology, Samsung Medical Center, Sungkyunkwan University School of Medicine
| | - Hyung-Jin Kim
- Department of Radiology, Samsung Medical Center, Sungkyunkwan University School of Medicine
| | - Pyoung Jeon
- Department of Radiology, Samsung Medical Center, Sungkyunkwan University School of Medicine
| | - Hong Sik Byun
- Department of Radiology, Samsung Medical Center, Sungkyunkwan University School of Medicine
| | - Yi Kyung Kim
- Department of Radiology, Samsung Medical Center, Sungkyunkwan University School of Medicine
| | - Jihoon Cha
- Department of Radiology and Research Institute of Radiological Science, Yonsei University College of Medicine, Seoul
| | - Gyeong Min Park
- Department of Radiology, Ulsan University Hospital, University of Ulsan College of Medicine, Ulsan
| | - Do-Hyun Nam
- Department of Neurosurgery, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, Korea
| | - Doo-Sik Kong
- Department of Neurosurgery, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, Korea
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Zhang L, Wang H. Prognostic analysis of gastric mucosal dysplasia after endoscopic resection: A single-center retrospective study. J BUON 2019; 24:679-685. [PMID: 31128023] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Subscribe] [Scholar Register] [Indexed: 06/09/2023]
Abstract
PURPOSE To analyze the prognostic factors of gastric mucosal dysplasia after endoscopic resection. METHODS 362 patients with gastric mucosal dysplasia diagnosed by endoscopic biopsy and undergoing endoscopic resection from March 2012 to March 2016 were enrolled. Follow-up was longer than 30 months. Basic characteristics of enrolled patients were recorded, including age, gender, surgical procedures, lesion location, pathological type, lesion size, Helicobacter pylori (HP) infection, operation time and wound area. The relationship between the above factors and postoperative residual lesions and recurrence after endoscopic resection of gastric mucosal dysplasia was analyzed. RESULTS Included were 200 males and 162 females, aged 28-78 years, (mean 59.3±11.5). Operation time and wound area were not correlated with postoperative recurrence of gastric mucosal dysplasia resected by endoscopic mucosal resection (EMR) (p>0.05). Operation time in patients undergoing endoscopic submucosal dissection (ESD) was longer compared with those of controls (p=0.032). Additionally, wound area was smaller in patients with postoperative residual disease (p=0.003) and postoperative recurrence (p=0.048) after ESD compared with controls. Intestinal metaplasia was a common risk factor for postoperative residual disease and postoperative recurrence of gastric mucosal dysplasia. Lesion location and complete resection were independent risk factors for postoperative recurrence of gastric mucosal dysplasia. Also, pathological findings and HP infection were independent risk factors for recurrence of gastric mucosal dysplasia after endoscopic resection. CONCLUSIONS In patients undergoing ESD of gastric mucosal dysplasia, prolonged operation time may increase the possibility of postoperative residual disease. Complete resection may reduce the possibility for recurrence. Intestinal metaplasia may serve as a common independent risk factor for postoperative residual disease and recurrence of gastric mucosal dysplasia after endoscopic resection.
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Affiliation(s)
- Leyao Zhang
- Department of Gastroenterology, Wuxi No.9 Hospital Affiliated to Soochow University, Wuxi, China
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Wang Y, Zong S, Li N, Wang Z, Chen B, Cui Y. SERS-based dynamic monitoring of minimal residual disease markers with high sensitivity for clinical applications. Nanoscale 2019; 11:2460-2467. [PMID: 30671571 DOI: 10.1039/c8nr06929h] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/23/2023]
Abstract
Minimal residual disease (MRD) measurement is important for the diagnosis and prognosis of B cell hematological malignancies in the clinic. Thus, a sensitive and accurate method for monitoring the corresponding surface markers is in high demand for early diagnosis and treatment instruction. Herein, we developed a surface enhanced Raman scattering (SERS)-based sandwich-type immunoassay for the simultaneous detection of two surface markers (i.e., CD19 and CD20) in Raji cell lines as well as in clinical blood samples. First, to compare with the results obtained by flow cytometry, we evaluated the sensitivity and reproducibility of the SERS immunoassay for real-time detection of CD19 and CD20 expressions in Raji cells and blood samples. Then, we conducted follow-up tests on 13 B cell hematological malignancy patients for one month and dynamically monitored their CD19 and CD20 expressions by the SERS immunoassay. In addition to the improved sensitivity of the SERS method, good linear correlations between the SERS intensities and flow cytometry results were also observed for both CD19 and CD20, which indicated the accuracy of this SERS-based strategy. Therefore, this SERS-based simultaneous detection approach shows great potential for accurate and early diagnosis of MRD in B cell hematological malignancies.
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Affiliation(s)
- Yujie Wang
- Department of Hematology and Oncology, Zhongda Hospital, School of Medicine, Southeast University, Nanjing 210009, China.
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Dierselhuis EF, Overbosch J, Kwee TC, Suurmeijer AJH, Ploegmakers JJW, Stevens M, Jutte PC. Radiofrequency ablation in the treatment of atypical cartilaginous tumours in the long bones: lessons learned from our experience. Skeletal Radiol 2019; 48:881-887. [PMID: 30267104 PMCID: PMC6476835 DOI: 10.1007/s00256-018-3078-2] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/16/2018] [Revised: 09/01/2018] [Accepted: 09/12/2018] [Indexed: 02/02/2023]
Abstract
BACKGROUND Surgery is the cornerstone of treatment of symptomatic cartilaginous neoplasms. We previously studied the application of radiofrequency ablation of atypical cartilaginous tumours in the long bones. The purpose of the present study was to investigate the additional effect of placing multiple needles and a longer procedure duration on the proportion of completely ablated tumours. Post-ablation MRI findings and the occurrence of complications were also assessed. METHODS We prospectively included 24 patients with atypical cartilaginous tumours in the long bones. Patients underwent CT-guided radiofrequency ablation followed by curettage with adjuvant phenolisation 3 months later, retrieving material assessed for viable tumour. Before curettage, gadolinium-enhanced MRI was performed to check for residual tumour. The occurrence of complications was noted. RESULTS Complete tumour ablation was achieved in 17 out of 24 patients (71%). Complete ablation was achieved in 5 of the 6 cases (83%) when multiple needles were used in tumours ≥30 mm. There was incomplete ablation in 8% of patients. Post-ablation gadolinium-enhanced MRI findings agreed with the histological results in 17 out of 23 cases and there was a negative predictive value of 83%. One patient suffered a fracture after radiofrequency ablation. CONCLUSION Radiofrequency ablation could be an alternative to curettage when treating atypical cartilaginous tumours in the long bones. It was shown that multiple needle placement in addition to longer duration of the ablation procedure is an effective measure in achieving complete ablation in tumours ≥30 mm. Gadolinium-enhanced MRI has a negative predictive value of 83% and could guide post-ablation follow-up.
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Affiliation(s)
- Edwin F Dierselhuis
- Department of Orthopaedics, Radboudumc, Postbus 9101, 6500 HB, Nijmegen, the Netherlands.
| | - Jelle Overbosch
- Department of Radiology, University of Groningen, University Medical Center Groningen, Groningen, The Netherlands
| | - Thomas C Kwee
- Department of Radiology, University of Groningen, University Medical Center Groningen, Groningen, The Netherlands
| | - Albert J H Suurmeijer
- Department of Pathology and Medical Biology, University of Groningen, University Medical Center Groningen, Groningen, The Netherlands
| | - Joris J W Ploegmakers
- Department of Orthopaedics, University of Groningen, University Medical Center Groningen, Groningen, The Netherlands
| | - Martin Stevens
- Department of Orthopaedics, University of Groningen, University Medical Center Groningen, Groningen, The Netherlands
| | - Paul C Jutte
- Department of Orthopaedics, University of Groningen, University Medical Center Groningen, Groningen, The Netherlands
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Abdelmaksoud A, Fu P, Alwalid O, Elazab A, Zalloom A, Xiang W, Jiang XB, Zhao HY. Degrees of Diaphragma Sellae Descent during Transsphenoidal Pituitary Adenoma Resection: Predictive Factors and Effect on Outcome. Curr Med Sci 2018; 38:888-893. [PMID: 30341525 DOI: 10.1007/s11596-018-1958-2] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/07/2018] [Revised: 07/02/2018] [Indexed: 02/07/2023]
Abstract
This study is aimed to classify degrees of diaphragma sellae (DS) descent into sella turcica according to the surgical field block caused by the descent and to construct predictive imaging criteria for the degree of descent, and in addition, to determine whether there is any correlation between the degree of DS descent and the operative outcome (in the form of cerebrospinal fluid leak and/or presence of residual tumor). Totally, 72 patients were enrolled in our study. Their clinical and radiological data as well as the high definition videos of operations were retrospectively reviewed. The degree of DS descent during the operation was classified into five degrees according to surgical field block caused by the descent. We investigated the correlation between these five degrees and the clinical findings, radiological findings as well as the surgical outcomes. We found that the most important determining factors of DS descent degree were the volume and the height of the tumor portion above diaphragma opening. On the other hand, the total tumor volume, the maximum tumor height and the morphological pattern according to Wilson's system (modified from Hardy) had no statistically significant correlation with DS degree of descent. Presence of residual tumor on postoperative magnetic resonance images was significantly correlated with Wilson's classification and with supradiaphragmatic tumor height. On the other hand, cerebrospinal fluid leak showed no statistically significant difference between variable degrees of DS descent. Volumetric data of the tumor portion above the diaphragma opening are more important than morphological data for prediction of surgical field block caused by descended DS. While DS prolapse significantly increases the difficulty of the operative procedure, residual tumor presence is mainly dependent on morphological classification, especially cavernous sinus invasion.
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Affiliation(s)
- Ahmed Abdelmaksoud
- Department of Neurosurgery, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430022, China
| | - Peng Fu
- Department of Neurosurgery, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430022, China
| | - Osamah Alwalid
- Department of Radiology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430022, China
| | - Ahmed Elazab
- School of Biomedical Engineering, Health Science Center, Shenzhen University, Shenzhen, 518060, China
- Computer Science Department, Misr Higher Institute for Commerce and Computers, Mansoura, 11001, Egypt
| | - Ahmed Zalloom
- Department of Neurosurgery, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430022, China
| | - Wei Xiang
- Department of Neurosurgery, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430022, China
| | - Xiao-Bing Jiang
- Department of Neurosurgery, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430022, China
| | - Hong-Yang Zhao
- Department of Neurosurgery, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430022, China.
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Roze JF, Hoogendam JP, van de Wetering FT, Spijker R, Verleye L, Vlayen J, Veldhuis WB, Scholten RJPM, Zweemer RP. Positron emission tomography (PET) and magnetic resonance imaging (MRI) for assessing tumour resectability in advanced epithelial ovarian/fallopian tube/primary peritoneal cancer. Cochrane Database Syst Rev 2018; 10:CD012567. [PMID: 30298516 PMCID: PMC6517226 DOI: 10.1002/14651858.cd012567.pub2] [Citation(s) in RCA: 15] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/21/2022]
Abstract
BACKGROUND Ovarian cancer is the leading cause of death from gynaecological cancer in developed countries. Surgery and chemotherapy are considered its mainstay of treatment and the completeness of surgery is a major prognostic factor for survival in these women. Currently, computed tomography (CT) is used to preoperatively assess tumour resectability. If considered feasible, women will be scheduled for primary debulking surgery (i.e. surgical efforts to remove the bulk of tumour with the aim of leaving no visible (macroscopic) tumour). If primary debulking is not considered feasible (i.e. the tumour load is too extensive), women will receive neoadjuvant chemotherapy to reduce tumour load and subsequently undergo (interval) surgery. However, CT is imperfect in assessing tumour resectability, so additional imaging modalities can be considered to optimise treatment selection. OBJECTIVES To assess the diagnostic accuracy of fluorodeoxyglucose-18 (FDG) PET/CT, conventional and diffusion-weighted (DW) MRI as replacement or add-on to abdominal CT, for assessing tumour resectability at primary debulking surgery in women with stage III to IV epithelial ovarian/fallopian tube/primary peritoneal cancer. SEARCH METHODS We searched MEDLINE and Embase (OVID) for potential eligible studies (1946 to 23 February 2017). Additionally, ClinicalTrials.gov, WHO-ICTRP and the reference list of all relevant studies were searched. SELECTION CRITERIA Diagnostic accuracy studies addressing the accuracy of preoperative FDG-PET/CT, conventional or DW-MRI on assessing tumour resectability in women with advanced stage (III to IV) epithelial ovarian/fallopian tube/primary peritoneal cancer who are scheduled to undergo primary debulking surgery. DATA COLLECTION AND ANALYSIS Two authors independently screened titles and abstracts for relevance and inclusion, extracted data and performed methodological quality assessment using QUADAS-2. The limited number of studies did not permit meta-analyses. MAIN RESULTS Five studies (544 participants) were included in the analysis. All studies performed the index test as replacement of abdominal CT. Two studies (366 participants) addressed the accuracy of FDG-PET/CT for assessing incomplete debulking with residual disease of any size (> 0 cm) with sensitivities of 1.0 (95% CI 0.54 to 1.0) and 0.66 (95% CI 0.60 to 0.73) and specificities of 1.0 (95% CI 0.80 to 1.0) and 0.88 (95% CI 0.80 to 0.93), respectively (low- and moderate-certainty evidence). Three studies (178 participants) investigated MRI for different target conditions, of which two investigated DW-MRI and one conventional MRI. The first study showed that DW-MRI determines incomplete debulking with residual disease of any size with a sensitivity of 0.94 (95% CI 0.83 to 0.99) and a specificity of 0.98 (95% CI 0.88 to 1.00) (low- and moderate-certainty evidence). For abdominal CT, the sensitivity for assessing incomplete debulking was 0.66 (95% CI 0.52 to 0.78) and the specificity 0.77 (95% CI 0.63 to 0.87) (low- and low-certainty evidence). The second study reported a sensitivity of DW-MRI of 0.75 (95% CI 0.35 to 0.97) and a specificity of 0.96 (95% CI 0.80 to 1.00) (very low-certainty evidence) for assessing incomplete debulking with residual disease > 1 cm. In the last study, the sensitivity for assessing incomplete debulking with residual disease of > 2 cm on conventional MRI was 0.91 (95% CI 0.59 to 1.00) and the specificity 0.97 (95% CI 0.87 to 1.00) (very low-certainty evidence). Overall, the certainty of evidence was very low to moderate (according to GRADE), mainly due to small sample sizes and imprecision. AUTHORS' CONCLUSIONS Studies suggested a high specificity and moderate sensitivity for FDG-PET/CT and MRI to assess macroscopic incomplete debulking. However, the certainty of the evidence was insufficient to advise routine addition of FDG-PET/CT or MRI to clinical practice..In a research setting, adding an alternative imaging method could be considered for women identified as suitable for primary debulking by abdominal CT, in an attempt to filter out false-negatives (i.e. debulking, feasible based on abdominal CT, unfeasible at actual surgery).
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Affiliation(s)
- Joline F Roze
- UMC Utrecht Cancer CenterDepartment of Gynaecological OncologyUtrechtNetherlands3508 GA
| | - Jacob P Hoogendam
- UMC Utrecht Cancer CenterDepartment of Gynaecological OncologyUtrechtNetherlands3508 GA
| | - Fleur T van de Wetering
- Julius Center for Health Sciences and Primary Care, University Medical Center Utrecht, Utrecht UniversityCochrane NetherlandsPO Box 85500UtrechtNetherlands3508 GA
| | - René Spijker
- Julius Center for Health Sciences and Primary Care, University Medical Center Utrecht, Utrecht UniversityCochrane NetherlandsPO Box 85500UtrechtNetherlands3508 GA
| | - Leen Verleye
- Belgian Health Care Knowledge CentreKruidtuinlaan 55BrusselsBelgium1000
| | - Joan Vlayen
- Belgian Health Care Knowledge CentreKruidtuinlaan 55BrusselsBelgium1000
| | - Wouter B Veldhuis
- University Medical Center UtrechtDepartment of RadiologyRoom E01.132PO Box 85500UtrechtNetherlands3508 GA
| | - Rob JPM Scholten
- Julius Center for Health Sciences and Primary Care, University Medical Center Utrecht, Utrecht UniversityCochrane NetherlandsPO Box 85500UtrechtNetherlands3508 GA
| | - Ronald P Zweemer
- UMC Utrecht Cancer CenterDepartment of Gynaecological OncologyUtrechtNetherlands3508 GA
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Hayashi N, Tsunoda H, Namura M, Ochi T, Suzuki K, Yamauchi H, Nakamura S. Magnetic Resonance Imaging Combined With Second-look Ultrasonography in Predicting Pathologic Complete Response After Neoadjuvant Chemotherapy in Primary Breast Cancer Patients. Clin Breast Cancer 2018; 19:71-77. [PMID: 30206035 DOI: 10.1016/j.clbc.2018.08.004] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/11/2018] [Revised: 06/14/2018] [Accepted: 08/16/2018] [Indexed: 02/07/2023]
Abstract
BACKGROUND Magnetic resonance imaging (MRI) or ultrasonography (US) alone is limited in the ability to predict the pathologic complete response (pCR) accurately after neoadjuvant chemotherapy (NAC). The aim of the present study was to predict the pCR using MRI combined with second-look US in primary breast cancer patients. MATERIALS AND METHODS A total of 1274 consecutive primary breast cancer patients who were examined by MRI and second-look US before and after NAC and had undergone breast-conserving surgery from 2004 to 2014 were included. The positive predictive value (PPV) of a clinical complete response (cCR) by MRI alone and MRI plus US was assessed. A CR was defined as no residual invasive carcinoma. The presence of a residual in situ component was also assessed (ypTis). RESULTS Of the 1274 patients, 333 (26.1%) had a pCR (ypT0/is), and 102 (8.0%) had a residual in situ component (ypTis). A cCR was found in 247 patients (19.4%) using MRI alone and in 182 patients (14.3%) using MRI plus US. The PPV for a cCR using MRI alone was 79.4% and the PPV for MRI plus US was 86.8%. The PPV for a cCR by MRI plus US was the greatest at 98.1% in the estrogen receptor-negative (ER-)/human epidermal growth factor receptor-positive (HER2+) group (86.5% in the ER+/HER2+, 83.0% in the ER-/HER2-, and 64.7% in the ER+/HER2- groups). The PPV for residual in situ component was as low as 72.2%. CONCLUSION Our results have shown that MRI combined with second-look US in predicting for a pCR was useful compared with MRI alone, especially for ER-/HER2+. However, it was difficult to predict for the presence of a residual in situ component. Our ongoing prospective multi-institutional study has shown that adding vacuum-assisted biopsy to MRI plus second-look US is warranted to improve the prediction of pCR for omitting breast surgery.
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Affiliation(s)
- Naoki Hayashi
- Department of Breast Surgical Oncology, St. Luke's International Hospital, Tokyo, Japan.
| | - Hiroko Tsunoda
- Department of Radiology, St. Luke's International Hospital, Tokyo, Japan
| | - Maki Namura
- Department of Breast Surgical Oncology, St. Luke's International Hospital, Tokyo, Japan
| | - Tomohiro Ochi
- Department of Breast Surgical Oncology, St. Luke's International Hospital, Tokyo, Japan
| | - Koyu Suzuki
- Department of Pathology, St. Luke's International Hospital, Tokyo, Japan
| | - Hideko Yamauchi
- Department of Breast Surgical Oncology, St. Luke's International Hospital, Tokyo, Japan
| | - Seigo Nakamura
- Department of Breast surgical oncology, The Showa University School of Medicine, Tokyo, Japan
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Papageorgiou EP, Giverts S, Zhang H, Park C, Boser BE, Anwar M. Imaging of IR700DX Labeled Mouse Breast Tumor Using a Custom Angle-Selective Fluorescence Contact Imaging System. Annu Int Conf IEEE Eng Med Biol Soc 2018; 2018:1-4. [PMID: 30440261 DOI: 10.1109/embc.2018.8512568] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/09/2023]
Abstract
Cancer treatment faces the challenge of identifying small clusters of residual tumor cells in the resection cavity after the gross section of tumor is surgically removed. Despite the introduction of targeted fluorescent probes to guide cancer surgeries, large, bulky, optical components restrict the ability of fluorescence imaging devices to detect small clusters of tumor cells in the complex surgical cavity. We have developed a small size-scale contact fluorescence image sensor that incorporates angle-selective gratings and a thin 15 m amorphous silicon optical wavelength filter for detecting residual cancer tissue in vivo. Using a custom fluorescent probe combining a fluorescent dye, IR700DX, with a targeted antibody, Trastuzumab, we label and visualize breast tissue in in vivo mouse models of breast cancer. When imaging tumorbearing mice injected with the probe, HER2+ breast cancer tissue intensity is 3.80.8 times brighter than other tissue. Excised cancer tumors and residual cancer attached to healthy tissue are imaged using the custom image sensor. Residual cancer tissue can be detected in real-time and is imaged with a high SNR of 45 dB using an integration time of only 40 ms.
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Testa AC, Moro F, Pasciuto T, Moruzzi MC, Di Legge A, Fuoco G, Autorino R, Collarino A, Gui B, Zannoni GF, Gambacorta A, Miccò M, Rufini V, Scambia G, Ferrandina G. PRospective Imaging of CErvical cancer and neoadjuvant treatment (PRICE) study: role of ultrasound to assess residual tumor in locally advanced cervical cancer patients undergoing chemoradiation and radical surgery. Ultrasound Obstet Gynecol 2018; 52:110-118. [PMID: 29119649 DOI: 10.1002/uog.18953] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/17/2017] [Revised: 09/28/2017] [Accepted: 10/30/2017] [Indexed: 06/07/2023]
Abstract
OBJECTIVE To determine the diagnostic performance of two-dimensional (2D) ultrasound parameters, three-dimensional (3D) power Doppler and contrast-enhanced indices in detecting residual disease in locally advanced cervical cancer patients triaged to neoadjuvant treatment followed by radical surgery. METHODS Between October 2010 and June 2014, we screened 108 women with histologically documented locally advanced cervical cancer Stage IB2-IVA, of whom 88 were included in the final analysis. 2D ultrasound parameters, 3D power Doppler and contrast-ultrasound parameters were assessed 5 weeks after the end of neoadjuvant chemoradiation therapy. The pathological response was defined as complete (absence of any residual tumor after treatment) or partial (including microscopic and/or macroscopic residual tumor at pathology examination). The two response groups were compared and receiver-operating characteristics (ROC) curves generated to determine the best cut-off value of sonographic tumor diameter to predict residual disease. Histology was considered as reference. RESULTS Complete pathological response to chemoradiation was observed in 40 (45.5%) patients and partial response in 48 (54.5%). The presence of residual disease, as confirmed at pathology examination, was detected by 2D grayscale ultrasound with a sensitivity of 64.6% and specificity of 65%. Color Doppler examination in the cases with lesions visualized on grayscale imaging detected the presence of residual disease, confirmed at pathology, with a sensitivity of 87.1% and specificity of 21.4%. The best area under the ROC curve (0.817) was for the detection of pathological residual disease of at least 6 mm in diameter, using a cut-off value of 12 mm for the largest tumor diameter assessed using 2D grayscale ultrasound (sensitivity, 95%; specificity, 70.6%). Neither 3D vascular indices nor contrast-ultrasound parameters obtained for lesions suspected at ultrasound following chemoradiation differed significantly between patients with histological complete and those with partial response. CONCLUSIONS Our results show that grayscale and color Doppler ultrasound have a low level of diagnostic performance in detecting residual disease after neoadjuvant chemoradiation in patients with locally advanced cervical cancer. The best performance was achieved in detection of macroscopic (≥ 6 mm) residual disease. Copyright © 2018 ISUOG. Published by John Wiley & Sons Ltd.
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Affiliation(s)
- A C Testa
- Department of Woman and Child Health, Fondazione Policlinico Universitario A. Gemelli, IRCCS, Università Cattolica del Sacro Cuore, Rome, Italy
| | - F Moro
- Department of Woman and Child Health, Fondazione Policlinico Universitario A. Gemelli, IRCCS, Università Cattolica del Sacro Cuore, Rome, Italy
| | - T Pasciuto
- Department of Woman and Child Health, Fondazione Policlinico Universitario A. Gemelli, IRCCS, Università Cattolica del Sacro Cuore, Rome, Italy
| | - M C Moruzzi
- Department of Woman and Child Health, Fondazione Policlinico Universitario A. Gemelli, IRCCS, Università Cattolica del Sacro Cuore, Rome, Italy
| | - A Di Legge
- Department of Woman and Child Health, Fondazione Policlinico Universitario A. Gemelli, IRCCS, Università Cattolica del Sacro Cuore, Rome, Italy
| | - G Fuoco
- Department of Woman and Child Health, Fondazione Policlinico Universitario A. Gemelli, IRCCS, Università Cattolica del Sacro Cuore, Rome, Italy
| | - R Autorino
- Radiation Oncology Department, Catholic University of the Sacred Heart, Rome, Italy
| | - A Collarino
- Institute of Nuclear Medicine, Catholic University of the Sacred Heart, Rome, Italy
- Nuclear Medicine Section, Department of Radiology, Leiden University Medical Center, Leiden, The Netherlands
| | - B Gui
- Department of Radiological Sciences, Institute of Radiology, Catholic University of the Sacred Heart, Rome, Italy
| | - G F Zannoni
- Department of Histopathology, Catholic University of the Sacred Heart, Rome, Italy
| | - A Gambacorta
- Radiation Oncology Department, Catholic University of the Sacred Heart, Rome, Italy
| | - M Miccò
- Department of Radiological Sciences, Institute of Radiology, Catholic University of the Sacred Heart, Rome, Italy
| | - V Rufini
- Nuclear Medicine Section, Department of Radiology, Leiden University Medical Center, Leiden, The Netherlands
| | - G Scambia
- Department of Woman and Child Health, Fondazione Policlinico Universitario A. Gemelli, IRCCS, Università Cattolica del Sacro Cuore, Rome, Italy
| | - G Ferrandina
- Department of Woman and Child Health, Fondazione Policlinico Universitario A. Gemelli, IRCCS, Università Cattolica del Sacro Cuore, Rome, Italy
- Department of Health Science and Medicine, University of Molise, Campobasso, Italy
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Patel KS, Dhawan S, Wang R, Carter BS, Chen JY, Chen CC. Post-operative imaging assessment of non-functioning pituitary adenomas. Acta Neurochir (Wien) 2018; 160:1029-1039. [PMID: 29453734 DOI: 10.1007/s00701-018-3491-2] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/10/2018] [Accepted: 02/07/2018] [Indexed: 11/28/2022]
Abstract
BACKGROUND Non-functioning pituitary adenomas (NFAs) are the most common pituitary tumors. There is significant variability in clinical practice in terms of post-operative imaging evaluation. The objective of this manuscript is to provide an exhaustive review of published articles pertaining to the post-operative imaging evaluation of NFAs. METHODS The MEDLINE database was queried for studies investigating imaging for the post-operative evaluation of pituitary adenomas. From an initial search of 5589 articles, 37 articles were evaluated in detail and included in this review. RESULTS Magnetic resonance imaging (MRI) is the gold standard for post-operative monitoring of NFAs, although functional imaging modalities may improve identification of residual tumor in conjunction with MRI. The residual tumor can be distinguished from post-operative changes by experienced practitioners using high-resolution MRI in the immediate post-operative setting (within 1 week of surgery). However, continued imaging evolution in the appearance of residual tumor or resection cavity is expected up to 3 months post-operatively. CONCLUSIONS Post-operative imaging appearance of the pituitary gland, optic apparatus, and pneumocephalus patterns, correlated with the clinical outcomes. Long-term, lifetime follow-up is warranted for NFA patients who underwent surgical resection.
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Affiliation(s)
- Kunal S Patel
- Department of Neurosurgery, University of California, Los Angeles, Los Angeles, CA, USA
| | - Sanjay Dhawan
- Department of Neurosurgery, University of Minnesota, D429 Mayo Memorial Building, 420 Delaware St. S. E., MMC96, Minneapolis, MN, 55455, USA
| | - Renzhi Wang
- Department of Neurosurgery, Peking Union Medical College Hospital, Beijing, China
| | - Bob S Carter
- Department of Neurosurgery, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
| | - James Y Chen
- Department of Radiology, UC San Diego Health System, University of California, San Diego, La Jolla, CA, USA
- Department of Radiology, San Diego Veterans Administration Health System, San Diego, CA, USA
| | - Clark C Chen
- Department of Neurosurgery, University of Minnesota, D429 Mayo Memorial Building, 420 Delaware St. S. E., MMC96, Minneapolis, MN, 55455, USA.
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Razek AAKA, El-Serougy L, Abdelsalam M, Gaballa G, Talaat M. Differentiation of residual/recurrent gliomas from postradiation necrosis with arterial spin labeling and diffusion tensor magnetic resonance imaging-derived metrics. Neuroradiology 2017; 60:169-177. [PMID: 29218370 DOI: 10.1007/s00234-017-1955-3] [Citation(s) in RCA: 84] [Impact Index Per Article: 12.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/16/2017] [Accepted: 11/27/2017] [Indexed: 12/25/2022]
Abstract
PURPOSE The aim of this study is to differentiate recurrent/residual gliomas from postradiation changes using arterial spin labeling (ASL) perfusion and diffusion tensor imaging (DTI)-derived metrics. METHODS Prospective study was conducted upon 42 patients with high-grade gliomas after radiotherapy only or prior to other therapies that underwent routine MR imaging, ASL, and DTI. The tumor blood flow (TBF), fractional anisotropy (FA), and mean diffusivity (MD) of the enhanced lesion and related edema were calculated. The lesion was categorized as recurrence/residual or postradiation changes. RESULTS There was significant differences between residual/recurrent gliomas and postradiation changes of TBF (P = 0.001), FA (P = 0.001 and 0.04), and MD (P = 0.001) of enhanced lesion and related edema respectively. The area under the curve (AUC) of TBF of enhanced lesion and related edema used to differentiate residual/recurrent gliomas from postradiation changes were 0.95 and 0.93 and of MD were 0.95 and 0.81 and of FA were 0.81 and 0.695, respectively. Combined ASL and DTI metrics of the enhanced lesion revealed AUC of 0.98, accuracy of 95%, sensitivity of 93.8%, specificity of 95.8%, positive predictive value (PPV) of 93.8%, and negative predictive value (NPV) of 95.8%. Combined metrics of ASL and DTI of related edema revealed AUC of 0.97, accuracy of 92.5%, sensitivity of 93.8%, specificity of 91.7%, PPV of 88.2%, and NPV of 95.7. CONCLUSION Combined ASL and DTI metrics of enhanced lesion and related edema are valuable noninvasive tools in differentiating residual/recurrent gliomas from postradiation changes.
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Affiliation(s)
| | - Lamiaa El-Serougy
- Department of Diagnostic Radiology, Mansoura Faculty of Medicine, Mansoura, 13551, Egypt
| | | | - Gada Gaballa
- Department of Diagnostic Radiology, Mansoura Faculty of Medicine, Mansoura, 13551, Egypt
| | - Mona Talaat
- Department of Diagnostic Radiology, Mansoura Faculty of Medicine, Mansoura, 13551, Egypt
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Abstract
Follicular lymphoma (FL) is generally considered an indolent disorder. With modern day treatments, long remissions are often achieved both in the front-line and relapsed setting. However, a subset of patients has a more aggressive course and a worse outcome. Their identification is the main purpose of modern day prognostic tools. In this review, we attempt to summarize the evidence concerning prognostic and predictive factors in FL, including (1) pre-treatment factors, from baseline clinical characteristics and imaging tests to histological grade, the microenvironment and genomic abnormalities; (2) post-treatment factors, i.e., depth of response, measured both by imaging tests and minimal residual disease; (3) factors at relapse and duration of response; and (4) prognostic factors in histological transformation. We conclude that, despite the existence of numerous tools, the availability of some of them is still limited; they generally suffer from notable downsides, and most have unproven predictive value, thus having scarce bearing on the choice of regimen at present. However, with the technological and scientific developments of the last few years, the potential for these prognostic factors is promising, particularly in combination, which will probably, in time, help guide therapeutic decisions.
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MESH Headings
- Antineoplastic Combined Chemotherapy Protocols
- Bone Marrow/drug effects
- Bone Marrow/metabolism
- Bone Marrow/pathology
- Chromosomes, Human, Pair 14/chemistry
- Chromosomes, Human, Pair 18/chemistry
- Clinical Trials as Topic
- Disease-Free Survival
- Humans
- Lymphoma, Follicular/diagnostic imaging
- Lymphoma, Follicular/drug therapy
- Lymphoma, Follicular/genetics
- Lymphoma, Follicular/mortality
- Mutation
- Neoplasm Grading
- Neoplasm, Residual/diagnostic imaging
- Neoplasm, Residual/drug therapy
- Neoplasm, Residual/genetics
- Neoplasm, Residual/mortality
- Positron-Emission Tomography
- Prognosis
- Recurrence
- Risk Factors
- Translocation, Genetic
- Tumor Suppressor Protein p53/genetics
- Tumor Suppressor Protein p53/metabolism
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Affiliation(s)
- Marc Sorigue
- Department of Hematology, ICO-Hospital Germans Trias i Pujol, Institut de Recerca Josep Carreras, Universitat Autònoma de Barcelona, Ctra. Canyet, 08916, Badalona, Spain.
| | - Juan-Manuel Sancho
- Department of Hematology, ICO-Hospital Germans Trias i Pujol, Institut de Recerca Josep Carreras, Universitat Autònoma de Barcelona, Ctra. Canyet, 08916, Badalona, Spain
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Øystese KA, Zucknick M, Casar-Borota O, Ringstad G, Bollerslev J. Early postoperative growth in non-functioning pituitary adenomas; A tool to tailor safe follow-up. Endocrine 2017; 57:35-45. [PMID: 28516382 DOI: 10.1007/s12020-017-1314-5] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/03/2017] [Accepted: 04/28/2017] [Indexed: 01/13/2023]
Abstract
PURPOSE Non-functioning pituitary adenomas are common, and the treatment and follow-up of these patients represent a multidisciplinary challenge. First line treatment is transphenoidal surgery, with debulking or total removal of tumour. A substantial portion of the tumours relapse after surgery, and there is no consensus of how to follow these patients postoperatively. Our aim was to characterize the postoperative growth of non-functioning pituitary adenomas and correlate it to clinical and paraclinical data. METHODS We retrospectively registered 52 patients operated for non-functioning pituitary adenomas, with four or more consecutive MR-investigations not interrupted by secondary treatment. Adenoma volumes were estimated by the Cavalieri principle with summation of manually drawn areas multiplied by slice interval. Growth curves were modelled and tumour volume doubling time was calculated for 39 tumours with regrowth after surgery. RESULTS A total of 13 tumours showed exponential growth, 10 linear growth and 16 logistic growth after surgery. The remaining 13 did not show regrowth of tumour. Seven of the exponential growing tumours underwent secondary surgery, compared to one and two of linear and logistic growing tumours (p = 0.03), respectively. Initial tumour volume doubling time was significantly lower in logistic growing tumours than in exponential growing tumours (p < 0.01). Men had tumours with lower tumour volume doubling time than women (p = 0.03). None of the tumours demonstrated signs of accelerated growth. CONCLUSION Residual tumours following surgery frequently grow. The logistic growing tumours had the fastest initial growth in our cohort. We found no indication of accelerated growth, whereby the tumour volume doubling time might be used to predict a "worst-case" scenario when planning follow-up of these patients.
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Affiliation(s)
- Kristin Astrid Øystese
- Section of Specialized Endocrinology, Department of Endocrinology, Oslo University Hospital Rikshospitalet, P.b.4950 Nydalen, Oslo, 0424, Norway.
- Faculty of Medicine, University of Oslo, Oslo, Norway.
| | - Manuela Zucknick
- Oslo Centre for Biostatistics and Epidemiology, Department of Biostatistics, Institute of Basic Medical Sciences, University of Oslo, Oslo, Norway
| | - Olivera Casar-Borota
- Department of Immunology, Genetics and Pathology, Uppsala University, Rudbeck Laboratory, Dag Hammarskjölds väg 20, Uppsala, 751 85, Sweden
- Department of Clinical Pathology and Cytology, Uppsala University Hospital, Rudbeck Laboratory, Dag Hammarskjölds väg 20, Uppsala, 751 85, Sweden
- Department of Pathology, Oslo University Hospital, Sognsvannsveien 20, Oslo, 0372, Norway
| | - Geir Ringstad
- Faculty of Medicine, University of Oslo, Oslo, Norway
- Department of Radiology and Nuclear Medicine, Oslo University Hospital- Rikshospitalet, Oslo, Norway
| | - Jens Bollerslev
- Faculty of Medicine, University of Oslo, Oslo, Norway
- Section of Specialized Endocrinology, Department of Endocrinology, Oslo University Hospital Rikshospitalet, Oslo, Norway
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Feliciano Y, Mamtani A, Morrow M, Stempel MM, Patil S, Jochelson MS. Do Calcifications Seen on Mammography After Neoadjuvant Chemotherapy for Breast Cancer Always Need to Be Excised? Ann Surg Oncol 2017; 24:1492-1498. [PMID: 28058550 PMCID: PMC5485840 DOI: 10.1245/s10434-016-5741-y] [Citation(s) in RCA: 33] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/01/2016] [Indexed: 11/18/2022]
Abstract
BACKGROUND This study aimed to determine the relationship between mammographic calcifications and magnetic resonance imaging (MRI) tumoral enhancement before and after neoadjuvant chemotherapy (NAC) and to assess the impact of these findings on surgical management. METHODS This Institutional Review Board-approved, Health Insurance Portability and Accountability Act (HIPAA)-compliant retrospective study involved breast cancer patients who underwent NAC between 2009 and 2015. The study cohort comprised 90 patients with pre- and posttreatment MRI and mammograms demonstrating calcifications within the tumor bed either at presentation or after treatment. The data gathered included pre- and post-NAC imaging findings and post-NAC histopathology, particularly findings associated with calcifications. Comparisons were made using Fisher's exact test, with p values lower than 0.05 considered significant. RESULTS Complete resolution of MRI enhancement occurred for 44% of the patients, and a pathologic complete response (pCR) was achieved for 32% of the patients. No statistically significant correlation between changes in mammographic calcifications and MRI enhancement was found (p = 0.12). Resolution of enhancement was strongly correlated with pCR (p < 0.0001). The majority of the patients with pCR demonstrated complete resolution of enhancement (79%, 23/29). No statistically significant relationship was found between changes in calcifications and rates of pCR (p = 0.06). A pCR was achieved most frequently for patients with resolution of enhancement and new, increasing, or unchanged calcifications (p < 0.0001). CONCLUSIONS Although calcifications seen on post-NAC mammography may be associated with benign disease, loss of MRI enhancement does not predict the absence of residual tumor with sufficient accuracy to leave calcifications in place. Complete excision of tumor bed calcifications remains standard practice and a substantial limitation to NAC use for downstaging patients to be eligible for breast conservation treatment.
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MESH Headings
- Adult
- Aged
- Aged, 80 and over
- Breast Neoplasms/diagnostic imaging
- Breast Neoplasms/drug therapy
- Breast Neoplasms/pathology
- Breast Neoplasms/surgery
- Calcinosis/diagnostic imaging
- Calcinosis/drug therapy
- Calcinosis/pathology
- Calcinosis/surgery
- Carcinoma, Ductal, Breast/diagnostic imaging
- Carcinoma, Ductal, Breast/drug therapy
- Carcinoma, Ductal, Breast/pathology
- Carcinoma, Ductal, Breast/surgery
- Carcinoma, Lobular/diagnostic imaging
- Carcinoma, Lobular/drug therapy
- Carcinoma, Lobular/pathology
- Carcinoma, Lobular/surgery
- Chemotherapy, Adjuvant
- Contrast Media
- Female
- Follow-Up Studies
- Humans
- Magnetic Resonance Imaging/methods
- Mammography
- Mastectomy
- Middle Aged
- Neoadjuvant Therapy
- Neoplasm Invasiveness
- Neoplasm, Residual/diagnostic imaging
- Neoplasm, Residual/drug therapy
- Neoplasm, Residual/pathology
- Neoplasm, Residual/surgery
- Prognosis
- Retrospective Studies
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Affiliation(s)
- Yara Feliciano
- Miller School of Medicine, University of Miami, Miami, FL, USA
| | - Anita Mamtani
- Department of Surgery, Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, MA, USA
| | - Monica Morrow
- Department of Surgery, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Michelle M Stempel
- Department of Surgery, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Sujata Patil
- Department of Epidemiology and Biostatistics, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Maxine S Jochelson
- Department of Radiology, Memorial Sloan Kettering Cancer Center, New York, NY, USA.
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Keating JJ, Okusanya OT, De Jesus E, Judy R, Jiang J, Deshpande C, Nie S, Low P, Singhal S. Intraoperative Molecular Imaging of Lung Adenocarcinoma Can Identify Residual Tumor Cells at the Surgical Margins. Mol Imaging Biol 2016; 18:209-18. [PMID: 26228697 DOI: 10.1007/s11307-015-0878-9] [Citation(s) in RCA: 30] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/17/2022]
Abstract
PURPOSE During lung surgery, identification of surgical margins is challenging. We hypothesized that molecular imaging with a fluorescent probe to pulmonary adenocarcinomas could enhance residual tumor during resection. PROCEDURES Mice with flank tumors received a contrast agent targeting folate receptor alpha. Optimal dose and time of injection was established. Margin detection was compared using traditional methods versus molecular imaging. A pilot study was then performed in three humans with lung adenocarcinoma. RESULTS The peak tumor-to-background ratio (TBR) of murine tumors was 3.9. Fluorescence peaked at 2 h and was not improved beyond 0.1 mg/kg. Traditional inspection identified 30% of mice with positive margins. Molecular imaging identified an additional 50% of residual tumor deposits (p < 0.05). The fluorescent probe visually enhanced all human tumors with a mean TBR of 3.5. CONCLUSIONS Molecular imaging is an important adjunct to traditional inspection to identify surgical margins after tumor resection.
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Affiliation(s)
- Jane J Keating
- Division of Thoracic Surgery, Department of Surgery, University of Pennsylvania and Philadelphia VA Medical Center, Philadelphia, PA, USA
| | - Olugbenga T Okusanya
- Division of Thoracic Surgery, Department of Surgery, University of Pennsylvania and Philadelphia VA Medical Center, Philadelphia, PA, USA
| | - Elizabeth De Jesus
- Division of Thoracic Surgery, Department of Surgery, University of Pennsylvania and Philadelphia VA Medical Center, Philadelphia, PA, USA
| | - Ryan Judy
- Division of Thoracic Surgery, Department of Surgery, University of Pennsylvania and Philadelphia VA Medical Center, Philadelphia, PA, USA
| | - Jack Jiang
- Division of Thoracic Surgery, Department of Surgery, University of Pennsylvania and Philadelphia VA Medical Center, Philadelphia, PA, USA
| | - Charuhas Deshpande
- Department of Pathology, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
| | - Shuming Nie
- Departments of Biomedical Engineering and Chemistry, Emory University, Atlanta, GA, USA
| | - Philip Low
- Department of Chemistry, Purdue University, West Lafayette, IN, USA
| | - Sunil Singhal
- Division of Thoracic Surgery, Department of Surgery, University of Pennsylvania and Philadelphia VA Medical Center, Philadelphia, PA, USA.
- Division of Thoracic Surgery, University of Pennsylvania School of Medicine, 6 White Building, 3400 Spruce Street, Philadelphia, PA, 19104, USA.
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35
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Ehman EC, Umetsu SE, Ohliger MA, Fidelman N, Ferrell LD, Yeh BM, Yee J, Hope TA. Imaging prediction of residual hepatocellular carcinoma after locoregional therapy in patients undergoing liver transplantation or partial hepatectomy. Abdom Radiol (NY) 2016; 41:2161-2168. [PMID: 27484789 DOI: 10.1007/s00261-016-0837-1] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/07/2023]
Abstract
PURPOSE Locoregional therapies for hepatocellular carcinoma (HCC) offer alternatives for patients unable to undergo resection or awaiting transplant. We sought to evaluate the prevalence and interobserver agreement of imaging features suggestive of viable tumor at posttherapy CT/MRI and to determine a size threshold for tumor detection. METHODS Patients having undergone liver transplant or hepatectomy between 2012 and 2014 with presurgical embolization or ablation of HCC were identified. Imaging was retrospectively reviewed, and enhancement characteristics of each lesion were noted by two radiologists. Original pathology slides were reviewed, and the size of nodular viable tumor was noted, if present. Cohen's kappa was used to evaluate interobserver agreement. RESULTS 87 patients with 129 HCCs were reviewed retrospectively following IRB approval. 50% (65/129) of lesions showed viable tumor at pathology. 86 lesions (67%) were imaged with CT and 43 (33%) with MR. Of viable lesions, 25 (38%) showed nodular arterial enhancement and 18 (28%) demonstrated washout. One lesion had capsule appearance. Sensitivity/specificity for nodular enhancement, washout, and capsule were 0.38/0.83, 0.28/0.89, and 0.02/1.00, respectively. Overall detection rate was 41% of <1 cm, 54% of 1-2 cm, and 57% of >2 cm viable lesions. CONCLUSIONS Nodular arterial enhancement was most frequently observed, followed by washout. Both showed moderate interobserver agreement. Sensitivity of any imaging feature was less than 50%, though findings were specific for viable disease. There is limited detection of nodules of viable tumor <1 cm and only marginal detection of larger lesions, though MRI outperformed CT for the detection of subcentimeter viable tumor.
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Affiliation(s)
- Eric C Ehman
- Department of Radiology and Biomedical Imaging, UCSF, 505 Parnassus Ave., San Francisco, CA, 94143-0628, USA.
| | - Sarah E Umetsu
- Department of Pathology, UCSF, 505 Parnassus Ave., Room 580, San Francisco, CA, 94143, USA
| | - Michael A Ohliger
- Department of Radiology, ZSFG, 1001 Potrero Ave, ZSFG Bldg 5, San Francisco, CA, 94110, USA
| | - Nicholas Fidelman
- Department of Radiology and Biomedical Imaging, UCSF, 505 Parnassus Ave., San Francisco, CA, 94143-0628, USA
| | - Linda D Ferrell
- Department of Pathology, UCSF, 505 Parnassus Ave., Moffitt Rm 590A, San Francisco, CA, 94143, USA
| | - Ben M Yeh
- Department of Radiology and Biomedical Imaging, UCSF, 513 Parnassus Ave., Med Sci M372, San Francisco, CA, 94143, USA
| | - Judy Yee
- Department of Radiology, VAMC San Francisco, 3333 California St, San Francisco, CA, 94118, USA
| | - Thomas A Hope
- Department of Radiology, VAMC San Francisco, 4150 Clement St., Room 2D007, San Francisco, CA, 94121, USA
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Lukianova-Hleb EY, Kim YS, Belatsarkouski I, Gillenwater AM, O'Neill BE, Lapotko DO. Intraoperative diagnostics and elimination of residual microtumours with plasmonic nanobubbles. Nat Nanotechnol 2016; 11:525-532. [PMID: 26878142 DOI: 10.1038/nnano.2015.343] [Citation(s) in RCA: 109] [Impact Index Per Article: 13.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/05/2015] [Accepted: 11/30/2015] [Indexed: 05/20/2023]
Abstract
Failure of cancer surgery to intraoperatively detect and eliminate microscopic residual disease (MRD) causes lethal recurrence and metastases, and the removal of important normal tissues causes excessive morbidity. Here, we show that a plasmonic nanobubble (PNB), a non-stationary laser pulse-activated nanoevent, intraoperatively detects and eliminates MRD in the surgical bed. PNBs were generated in vivo in head and neck cancer cells by systemically targeting tumours with gold colloids and locally applying near-infrared, low-energy short laser pulses, and were simultaneously detected with an acoustic probe. In mouse models, between 3 and 30 residual cancer cells and MRD (undetectable with current methods) were non-invasively detected up to 4 mm deep in the surgical bed within 1 ms. In resectable MRD, PNB-guided surgery prevented local recurrence and delivered 100% tumour-free survival. In unresectable MRD, PNB nanosurgery improved survival twofold compared with standard surgery. Our results show that PNB-guided surgery and nanosurgery can rapidly and precisely detect and remove MRD in simple intraoperative procedures.
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Affiliation(s)
| | - Yoo-Shin Kim
- Department of Translational Imaging, Methodist Hospital Research Institute, Houston, Texas 77030, USA
| | | | - Ann M Gillenwater
- Department of Head and Neck Surgery, The University of Texas MD Anderson Cancer Center, Houston, Texas 77030, USA
| | - Brian E O'Neill
- Department of Translational Imaging, Methodist Hospital Research Institute, Houston, Texas 77030, USA
| | - Dmitri O Lapotko
- Department of BioSciences at Rice, Rice University, Houston, Texas 77005, USA
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Kong WT, Cai H, Tang Y, Zhang XL, Wang WP. Microwave coagulation/ablation in combination with sorafenib suppresses the overgrowth of residual tumor in VX2 liver tumor model. Discov Med 2016; 21:459-468. [PMID: 27448782] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Subscribe] [Scholar Register] [Indexed: 06/06/2023]
Abstract
OBJECTIVES Our study is to evaluate the effect of thermal ablation on residual VX2 tumor tissue and the efficiency of sorafenib as an adjuvant therapy after insufficient microwave coagulation (MWC) on a rabbit VX2 liver tumor model. METHODS Thirty-seven rabbits with orthotic VX2 liver tumors were randomly divided into MWC group (n=11), combination treatment group (n=14), and control group (n=12). The therapeutic efficacy was evaluated by contrast enhanced ultrasound (CEUS), magnetic resonance imaging (MRI), pathological and immunohistochemical examinations. Analysis of enhancement characteristics included enhancement level, pattern, and location. The necrotic degree of tumor was analyzed by semi-quantitative classification. The apparent diffusion coefficiency (ADC) was calculated using diffused weighted image (DWI). RESULTS The tumor growth was accelerated in MWC group compared with control group and combination treatment group. A low metastasis rate was shown in combination treatment group compared with other two groups. The degree of necrosis in combination treatment group was greater than that in MWC group. The ADC value on DWI was higher compared with that of the control and MWC group, with statistical significance (P<0.05). With adjuvant therapy of sorafenib after insufficient ablation, the microvessel density (MVD) was lower than that of control group, whereas in MWC group the MVD was higher than that of control group, with statistical significance (P<0.05). CONCLUSION Insufficient thermal ablation promotes residual tumor progression. While the adjuvant therapy of sorafenib serves as an effective way to suppress the overgrowth and neovascularization of residual tumor after insufficient thermal ablation.
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MESH Headings
- Animals
- Catheter Ablation/adverse effects
- Catheter Ablation/methods
- Cell Line, Tumor
- Chemotherapy, Adjuvant
- Contrast Media/administration & dosage
- Diffusion Magnetic Resonance Imaging
- Immunohistochemistry
- Liver/diagnostic imaging
- Liver/pathology
- Liver Neoplasms, Experimental/diagnostic imaging
- Liver Neoplasms, Experimental/pathology
- Liver Neoplasms, Experimental/therapy
- Microwaves/therapeutic use
- Necrosis
- Neoplasm, Residual/diagnostic imaging
- Neoplasm, Residual/pathology
- Neoplasm, Residual/therapy
- Neovascularization, Pathologic/diagnostic imaging
- Neovascularization, Pathologic/pathology
- Neovascularization, Pathologic/therapy
- Niacinamide/administration & dosage
- Niacinamide/analogs & derivatives
- Niacinamide/therapeutic use
- Phenylurea Compounds/administration & dosage
- Phenylurea Compounds/therapeutic use
- Protein Kinase Inhibitors/administration & dosage
- Protein Kinase Inhibitors/therapeutic use
- Rabbits
- Sorafenib
- Ultrasonography/methods
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Affiliation(s)
- Wen-Tao Kong
- Department of Ultrasound, Drumtower Hospital, Nanjing University, Nanjing 210003, China
| | - Hao Cai
- Liver Cancer Institute, Zhongshan Hospital, Fudan University, Shanghai 200032, China
| | - Yang Tang
- Department of Ultrasound, Zhongshan Hospital, Fudan University, Shanghai 200032, China
| | - Xiao-Long Zhang
- Department of Ultrasound, Zhongshan Hospital, Fudan University, Shanghai 200032, China
| | - Wen-Ping Wang
- Department of Ultrasound, Zhongshan Hospital, Fudan University, Shanghai 200032, China
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Lamartina L, Durante C, Filetti S, Cooper DS. Low-risk differentiated thyroid cancer and radioiodine remnant ablation: a systematic review of the literature. J Clin Endocrinol Metab 2015; 100:1748-61. [PMID: 25679996 DOI: 10.1210/jc.2014-3882] [Citation(s) in RCA: 117] [Impact Index Per Article: 13.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/13/2023]
Abstract
BACKGROUND Radioiodine remnant ablation (RRA) has traditionally been one of the cornerstones of differentiated thyroid cancer (DTC) treatment. The decision to use RRA in low-risk (LR) and intermediate-risk (IR) patients is controversial. The aim of this review is to examine the evidence of RRA benefit in the staging, follow-up, and recurrence prevention in LR and IR DTC patients. METHODS From a PubMed search, we selected original papers (OPs) using the following inclusion criteria: 1) DTC; 2) LR and IR patients; 3) non-RRA-treated patients or RRA-treated vs non-RRA-treated groups; 4) a report of the outcome of cancer recurrence; and 5) publication since 2008. RESULTS Neck ultrasonography is superior to whole-body scan for disease detection in the neck. A rising or declining serum thyroglobulin level over time provides an excellent positive or negative predictive value, respectively, even in non-RRA-treated patients. No OP demonstrating RRA benefit on recurrence in LR patients was found; two OPs found no evidence of benefit. We found 11 OPs that observed some benefit in reducing recurrence rates with RRA in IR patients and 13 OPs that failed to show benefit from RRA in this group. CONCLUSIONS Neck ultrasonography and serum thyroglobulin measurement are equivalent or superior in detecting and localizing residual disease compared to post-therapy whole-body scan. There is no evidence of RRA benefit in recurrence prevention for LR patients. There are conflicting data on IR patients and only a few studies with homogenous and properly stratified populations. A careful evaluation of tumor pathological features and patient characteristics and preferences should guide RRA decision making.
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Affiliation(s)
- Livia Lamartina
- Department of Internal Medicine and Medical Specialties (L.L., C.D., S.F.), University of Rome "Sapienza," 00185 Rome, Italy; and Division of Endocrinology, Diabetes, and Metabolism (D.S.C.), The Johns Hopkins University School of Medicine, Baltimore, Maryland 21287
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39
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Chen L, Zhang N, Wang Y, Xian W, Hu W, Wei G. [Value of FDG PET-CT associated with pathology in diagnosing residual tumor in patients with nasopharyngeal carcinoma after radiotherapy]. Zhonghua Zhong Liu Za Zhi 2015; 37:213-215. [PMID: 25975792] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Subscribe] [Scholar Register] [Indexed: 06/04/2023]
Abstract
OBJECTIVE To find a rational way in early detecting the residual tumor in patients with nasopharyngeal carcinoma (NPC) after radiotherapy. METHODS A total of 47 NPC patients who were diagnosed residual tumor after radiotherapy and treated in our hospital from Dec 2009 to Aug 2012 were included in this study and their clinicopathological and follow-up data were reviewed and analyzed. The patients were checked by nasopharynx MRI, FDG PET-CT and were examined by biopsy of the residual tumors within two weeks after radiotherapy. The diagnosis of relapses was determined by pathological re-examination. RESULTS All the 47 patients were followed up for 10-42 months. Three of them had nasopharynx relapse. The others had not tumor relapse and their residual tumors disappeared completely. The specificity of MRI, FDG PET-CT and pathological tumor response in diagnosing residual tumors were 9.1%, 77.3%, and 95.5% (P<0.001). Their accuracy rates were 14.9%, 78.9%, and 95.7%, respectively (P<0.001). The M of SUVmax in the team who had moderate and severe pathologic tumor response (team A) was 3.05 and that in the team who had mild pathologic tumor response (team B) was 4.68 (P=0.012). None of patients in the team A had nasopharynx relapse. Three patients in the team B who had SUVmax ≥4 had nasopharynx relapses, and in other 2 patients who had SUVmax <4, the residual tumors disappeared during the following-up. The specificity and accuracy in diagnosing residual tumors were increased when mild pathologic tumor response combined with SUVmax4 were used. CONCLUSION PET-CT combined with pathologic tumor response is beneficial for early diagnosis of residual nasopharyngeal tumors after radiotherapy.
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Affiliation(s)
- Lusi Chen
- Department of Radiotherapy, Canaer Center, the Frist People's Hospital of Foshan, Foshan 528000, China;
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40
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Lee JA, Yang D, Yoon WS, Park YJ, Kim CY, Moon HY, Lee SI. Tumor volume reduction assessed by planning computed tomography in patients with rectal cancer during preoperative chemoradiation: impact of residual tumor volume on the prediction of pathologic tumor regression. Tumori 2014. [PMID: 24852859 DOI: 10.1700/1491.16401] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [MESH Headings] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/23/2022]
Abstract
AIMS AND BACKGROUND To determine whether the residual tumor volume measured using the Eclipse treatment planning system correlates with pathologic tumor regression grade after preoperative chemoradiotherpy for rectal cancer. MATERIALS AND METHODS The study included 30 patients with rectal cancer who had undergone preoperative chemoradiotherpy followed by surgery from June 2008 to April 2011 at the Korea University Guro Hospital. The tumor volume was measured using the Eclipse treatment planning system in the initial simulation computed tomography and boost planning computed tomography. The correlation between the residual tumor volume in boost planning computed tomography and the pathologic tumor regression grade was analyzed. Tumor regression grade defined in the American Joint Committee on Cancer 7th edition was used. RESULTS The mean and median residual tumor volume was 57.34% ± 20.37% and 52.35% (range, 18.42%-95.79%), respectively. After surgery, pathologic complete response (tumor regression grade 0) occurred in 4 patients (13.33%), moderate response (tumor regression grade 1) in 18 patients (60%), minimal response (tumor regression grade 2) in 4 patients (13.33%), and poor response (tumor regression grade 3) in 4 patients (13.33%). When residual tumor volume was categorized into two groups (<50% and ≥50%), complete or moderate regression (tumor regression grade 0 or 1) was significantly greater for patients with a residual tumor volume <50% ( P <0.05). The mean residual tumor volume of tumor regression grade 0 or 1 was 49.07% ± 18.39% and that of tumor regression grade 2 or 3 was 76.31% ± 16.94% (P <0.05). CONCLUSIONS Residual tumor volume measured using routine boost planning computed tomography during preoperative chemoradiotherpy correlated significantly with pathologic tumor regression grade after surgery.
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41
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Rubaltelli L, Beltrame V, Scagliori E, Bezzon E, Frigo AC, Rastrelli M, Stramare R. Potential use of contrast-enhanced ultrasound (CEUS) in the detection of metastatic superficial lymph nodes in melanoma patients. Ultraschall Med 2014; 35:67-71. [PMID: 23860858 DOI: 10.1055/s-0033-1335857] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/02/2023]
Abstract
PURPOSE Malignant melanoma represents a significant and growing public health burden worldwide. Ultrasonography is the most useful diagnostic modality for regional lymph nodal staging. Because any focal areas of cortical lobulation or thickening-swelling should also be considered as a sign of metastases, we are going to report the usefulness of contrast-enhanced ultrasonography (CEUS) in the differential diagnosis of benign or malignant lymph nodes in patients with malignant melanoma based on blood stream patterns and investigate the diagnostic capability. PATIENTS AND METHODS After the excision of cutaneous melanoma with positive excision margins but with negative sentinel lymph node, 540 patients underwent US of superficial lymph nodes. The inclusion criteria for CEUS consisted of both major signs (absence of the echogenic hilus, round shape, and peripheral capsular vascularity) and minor ones (the presence of focal cortical thickening). The diagnostic capability was evaluated by comparing the cytological findings with the enhancement pattern on CEUS. RESULTS US in combination with CEUS correctly classified 534/540 patients. CEUS applied to lymph nodes with focal cortical thickening on grayscale US confirmed great sensitivity (0.98) and specificity (0.99) but above all, it showed a markedly improved accuracy of 0.99. The likelihood ratios confirmed the good performance of the methods used. CONCLUSION CEUS increases the diagnostic accuracy of US in the differential diagnosis of benign and malignant LNs but it also allows us, when possible, to avoid unnecessary invasive operations such as LN FNAC. Moreover, CEUS may guide FNAC in the case of focal cortical thickening on the basis of hypoperfusion, with a reduction in the number of false negatives and much earlier detection of nodal metastatic foci.
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Affiliation(s)
- L Rubaltelli
- Department of Medicine, Radiology, University of Padova
| | - V Beltrame
- Department of Medicine, Radiology, University of Padova
| | - E Scagliori
- Department of Radiology, Venetian Oncology Institute (IOV), IRCCS, Padova
| | - E Bezzon
- Department of Radiology, Venetian Oncology Institute (IOV), IRCCS, Padova
| | - A C Frigo
- Department of Environmental Medicine and Public Health, University of Padova
| | - M Rastrelli
- Melanoma and Sarcoma Unit, Veneto Institute of Oncology (IOV), IRCCS, Padova
| | - R Stramare
- Department of Medicine, Radiology, University of Padova
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Gostimskiĭ AV, Romanchishen AF, Zaĭtseva IV, Kuznetsova IV. [Method of detection of residual tissues in recurrent operations on the thyroid gland]. Vestn Khir Im I I Grek 2014; 173:77-79. [PMID: 25823340] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [MESH Headings] [Subscribe] [Scholar Register] [Indexed: 06/04/2023]
Abstract
A search of residual tissues is complicated in recurrent operations on the thyroid gland. The Saint-Petersburg Centre of Surgery of the Endocrine System and Oncology developed the method of detection of residual tissues of the thyroid gland with the aim of preoperative chromothyroidolymphography under control of ultrasound. The method consisted of US performance during 15-20 minutes before the operation and an introduction of 1% sterile water solution of methylene blue in revealed residual tissues of the thyroid gland. The volume of injected coloring agent was 0.5-2 ml in the residual tissue volume smaller than 9 cm3 and 2-3 ml injected in case of more than 9 cm3. The residual tissues of the thyroid gland accurately visualized during the following operation. Described method gives the possibility to detect all regions of residual tissues which should be removed and at the same time it shortens a revision and surgery trauma.
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43
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Wiggermann P, Brünn K, Rennert J, Loss M, Wobser H, Schreyer AG, Stroszczynski C, Jung EM. Monitoring during hepatic radiofrequency ablation (RFA): comparison of real-time ultrasound elastography (RTE) and contrast-enhanced ultrasound (CEUS): first clinical results of 25 patients. Ultraschall Med 2013; 34:590-594. [PMID: 24132649 DOI: 10.1055/s-0033-1355820] [Citation(s) in RCA: 17] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/02/2023]
Abstract
PURPOSE To evaluate the reliability of ultrasound elastography for delineating thermal ablation defects post-radiofrequency ablation (RFA) by comparing lesion dimensions determined by real-time elastography (RTE) with the findings of contrast-enhanced ultrasound (CEUS). MATERIALS AND METHODS A total of 21 malignant liver tumors were percutaneously ablated using RFA. Color-coded elastography and CEUS were performed by one experienced examiner, using a 1 - 5 MHz multi-frequency convex transducer (LOGIQ E9, GE). Lesions were examined using CEUS and real-time elastography (RTE) to assess ablation defects. Measurements of lesions (long axis, short axis, and area) representing the same image plane used for elastography were taken during CEUS examination and compared to the measurements obtained from the elastograms. All measurements were performed by two independent observers. RESULTS A statistically significant correlation in vivo between RTE and CEUS measurements with respect to the lesion's principal axis and area (r = 0.876 long axis, r = 0.842 short axis and r = 0.889 area) was found. Inter-rater reliability assessed with the concordance correlation coefficient was substantial for all measurements (ρc ≥ 0.96) Overall, elastography slightly underestimated the lesion size, as judged by the CEUS images. CONCLUSION These results support that RTE could potentially be used for the routine assessment of thermal ablation therapies.
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Affiliation(s)
- P Wiggermann
- Department of Radiology, University Hospital Regensburg, Germany
| | - K Brünn
- Department of Radiology, University Hospital Regensburg, Germany
| | - J Rennert
- Department of Radiology, University Hospital Regensburg, Germany
| | - M Loss
- Department of Surgery, University Hospital Regensburg, Germany
| | - H Wobser
- Department of Internal Medicine I, University Hospital Regensburg, Germany
| | - A G Schreyer
- Department of Radiology, University Hospital Regensburg, Germany
| | - C Stroszczynski
- Department of Radiology, University Hospital Regensburg, Germany
| | - E M Jung
- Department of Radiology, University Hospital Regensburg, Germany
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He W, Wang W, Peng S. [Microbubbles enhanced HIFU ablation on rabbit hepatic VX2 tumors: detecting residual tumor with contrast-enhanced ultrasound and spiral CT]. Zhejiang Da Xue Xue Bao Yi Xue Ban 2013; 42:337-344. [PMID: 23801624] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 06/02/2023]
Abstract
OBJECTIVE To assess the application of gray-scale contrast-enhanced ultrasound (CEUS) and contrast-enhanced spiral computed tomography (CECT) in detection of residual tumor after high intensity focused ultrasound (HIFU) ablation with microbubbles on rabbit hepatic VX2 tumors. METHODS Forty rabbits with hepatic VX2 tumors were randomly divided into three groups before ablation. Group I (n=10) served as sham ablation controls, rabbits in group II (n=15) and group III (n=15) were ablated using HIFU under the manipulation of computer. A bolus of 0.2 ml SonoVue solution was injected via ear marginal vein of rabbits in group III before ablation. Tumors were examined with CEUS and CECT before and within 3h after HIFU ablation. Necropsy and histopathological assessment were performed immediately after the completion of images evaluation. RESULTS Before ablation, intense arterial feeding vessels was detected in the tumors (77.5%,31/40 Compared with 52.5%,21/40) or the periphery of the tumors (22.5%,9/40 Compared with 47.5%,19/40) by CEUS and CECT, respectively. The tumors were characterized by quick wash-in and wash-out (high and rapid peak of enhancement in the arterial phase,followed by a fast decrease in enhancement level). The dose parameters used to achieve therapeutic effect in group III were significantly lower than those in group II(P<0.01). There were local residual viable tumor tissues due to incomplete ablation in 60.0% (9/15) of group II and 13.3% (2/15) of group III revealed by histopathology(P<0.05). The concordance rate of CECT and CEUS with histopathology on residual tumor detection was 27.3% and 81.8% (P<0.05), respectively. CONCLUSION The administration of microbubble agent enhances the efficacy of HIFU on rabbit hepatic VX2 tumors. CEUS is more sensitive than CECT in detection of residual viable rabbit VX2 tumor after HIFU.
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Affiliation(s)
- Wei He
- Department of Ultrasound,Third Xiangya Hospital of Central South University,Changsha 410013, China
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45
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Lampropoulos KI, Samonis G, Nomikos P. Factors influencing the outcome of microsurgical transsphenoidal surgery for pituitary adenomas: a study on 184 patients. Hormones (Athens) 2013; 12:254-64. [PMID: 23933694 DOI: 10.14310/horm.2002.1409] [Citation(s) in RCA: 24] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/20/2022]
Abstract
OBJECTIVE Evaluation of factors influencing the outcome of microsurgical transsphenoidal surgery in patients harbouring pituitary adenomas as well as of the efficacy and safety of this procedure. DESIGN A total of 184 consecutive patients with pituitary adenomas, undergoing microsurgical transsphenoidal resection of their lesions from March 2004 to June 2011, were prospectively studied. Extent of tumour resection and disease remission were defined according to recently established radiological and hormonal consensus criteria. RESULTS The study included 97 nonfunctioning and 87 functioning adenomas. A gross-total removal, as documented on postoperative imaging, was achieved in 67.4% of all patients. Residual tumour after surgery was detected in 37.1% of patients with nonfunctioning adenomas. The remission rates for patients with functioning adenomas, as documented by the last endocrinological evaluation, were 54.9% for growth hormone-secreting, 69.5% for adrenocorticotropin hormone-secreting, 72.7% for prolactin-secreting and 100% for thyroid-stimulating hormone-secreting, with two recurrences in patients with Cushing's disease. Multivariate analysis showed that factors influencing surgical outcome were cavernous sinus invasion, large tumour diameter (≥25 mm) and reoperation for the nonfunctioning adenomas, and cavernous sinus invasion as well as large tumour diameter (≥25 mm) for the functioning adenomas. In the latter cohort, predictors for endocrinological remission were maximum tumour diameter (≤20 mm) and reoperation. Postoperative complications were present in 3.3% of the cases. One patient developed epistaxis, two hemorrhage at the surgical field, one postoperative rhinorrhea, one postoperative permanent diabetes insipidus and one postoperative panhypopituitarism. CONCLUSIONS Microsurgical transsphenoidal surgery is an effective and safe treatment in all patients with pituitary adenomas, except for prolactinomas responsive to medical therapy.
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Affiliation(s)
- Kostas I Lampropoulos
- Department of Neurosurgery and Gamma Knife Radiosurgery, Hygeia Hospital, Marousi, Athens, Greece.
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Serra C, Stauffer A, Actor B, Burkhardt JK, Ulrich NHB, Bernays RL, Bozinov O. Intraoperative high frequency ultrasound in intracerebral high-grade tumors. Ultraschall Med 2012; 33:E306-E312. [PMID: 23129521 DOI: 10.1055/s-0032-1325369] [Citation(s) in RCA: 34] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/01/2023]
Abstract
PURPOSE To demonstrate the utility of a new concept of intraoperative use of high frequency ultrasound (hfioUS) in maximizing the extent of resection (EOR) of intracerebral high-grade tumors. MATERIALS AND METHODS 22 Patients harboring an intracerebral high-grade tumor were retrospectively included in this study (14 primary tumors, 8 metastasis). 14 of them had a perilesional edema equal or greater to lesion volume, 3 had previously received radiotherapy. Following macroscopic tumor debulking, the small (11 × 31 mm) L15 - 7io (Philips, Bothell, USA) high-frequency probe (7 - 15 MHz) was introduced into the resection cavity and its walls were meticulously scanned to search for tumor remnants. Postoperative MR scan was evaluated by a board-certified independent neuroradiologist, who assessed the EOR. RESULTS Gross total resection was achieved in 21 patients (95.5 %). One patient had a small tumor remnant (6 × 4 × 3 mm) of a very large (80 × 60 × 74 mm) anaplastic astrocytoma, detected in the postoperative MR scan. A permanent postoperative hemiparesis was diagnosed in one patient with a metastasis in the motor area, while the other patients recovered without permanent neurological deficits from the surgery. CONCLUSION The hfioUS probe allowed in this study a precise detection of the tumor and a detailed discrimination between normal, pathological and edematous tissue in all 22 cases.
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Yagi T, Ishikawa J, Takahashi M, Yamashita Y, Kusakabe S, Yoshinami T, Masaie H, Sugimoto N, Yoshida H, Imamura F. Successful treatment of duodenal myeloid sarcoma with allogeneic bone marrow transplantation and additional radiotherapy. Intern Med 2012; 51:769-72. [PMID: 22466836 DOI: 10.2169/internalmedicine.51.6652] [Citation(s) in RCA: 11] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/06/2022] Open
Abstract
Myeloid sarcoma (MS) is a tumor consisting of myeloid blasts that occurs at an anatomical site other than the bone marrow. We report the case of a 38-year-old man with duodenal MS who underwent an allogeneic bone marrow transplant in a non-complete remission (CR) state. After the transplant, residual disease was suspected on a fluorodeoxyglucose positron emission tomography (FDG-PET)/CT scan, and additional radiotherapy resulted in CR, which has been maintained for 21 months. FDG-PET/CT scanning is useful for evaluating residual myeloid sarcoma during the peritransplant period.
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Affiliation(s)
- Toshinari Yagi
- Department of Clinical Oncology, Osaka Medical Center for Cancer and Cardiovascular Diseases, Japan.
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Risum S, Loft A, Høgdall C, Berthelsen AK, Høgdall E, Lundvall L, Nedergaard L, Engelholm SA. Standardized FDG uptake as a prognostic variable and as a predictor of incomplete cytoreduction in primary advanced ovarian cancer. Acta Oncol 2011; 50:415-9. [PMID: 20698810 DOI: 10.3109/0284186x.2010.500296] [Citation(s) in RCA: 32] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/22/2022]
Abstract
INTRODUCTION In patients with advanced ovarian cancer undergoing preoperative PET/CT, we investigated the prognostic value of SUV in the primary tumor and we evaluated the value of SUV for predicting incomplete primary cytoreduction (macroscopic residual tumor). MATERIAL AND METHODS From September 2004 to August 2007, 201 consecutive patients with a pelvic tumor and a Risk of Malignancy Index (RMI) > 150 based on serum CA-125, ultrasound examinations and menopausal state, underwent PET/CT within two weeks prior to standard surgery/debulking of a pelvic tumor. At two-year follow-up (August 15, 2009) the association between SUV and overall survival/cytoreductive result were analyzed in 60 ovarian cancer patients (58 stage III and two stage IV). RESULTS At inclusion median age was 62 years (range 35-85 years); 97% (58/60) had a performance status ≤2; 42% (25/60) underwent complete debulking (no macroscopic residual tumor); median SUV(max) was 13.5 (range 2.5-39.0). Median follow-up was 30.2 months. At follow-up 57% (34/60) were alive and 43% (26/60) had died from ovarian cancer. SUV(max) in patients alive was not statistically different from SUV(max) in dead patients (p=0.69), and SUV(max) was not correlated with the amount of residual tumor after surgery (p=0.19). Using univariate Cox regression analysis, residual tumor was a significant prognostic variable (p=0.001); SUV(max) was not a statistically significant prognostic variable (p=0.86). DISCUSSION FDG uptake (SUV(max)) in the primary tumor of patients with advanced ovarian cancer was not a prognostic variable and the FDG uptake did not predict complete cytoreduction after primary surgery. Future prospective clinical trials will need to clarify if other PET tracers can serve as prognostic variables in ovarian cancer.
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Affiliation(s)
- Signe Risum
- Department of Oncology, the Finsen Center, Rigshospitalet, Copenhagen University Hospital, Denmark.
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Rohde V, Coenen VA. Intraoperative 3-dimensional ultrasound for resection control during brain tumour removal: preliminary results of a prospective randomized study. Acta Neurochir Suppl 2011; 109:187-90. [PMID: 20960341 DOI: 10.1007/978-3-211-99651-5_29] [Citation(s) in RCA: 10] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 02/17/2023]
Abstract
INTRODUCTION The amount of resection is closely related to survival in brain tumours. To enhance resection, especially intraoperative magnetic resonance imaging (MRI) has been applied. The aim of this prospective, randomized study was to test if intraoperative 3-D ultrasound likewise can be used for resection control. METHODS 16 patients, who underwent surgery for intraaxial tumours in non-eloquent brain areas, were initially included into this prospective study. In two patients, the small size of the craniotomy hindered intraoperative ultrasound imaging. In 14 patients, 3-D ultrasound images were obtained before and after opening of the dura, during tumour removal, prior to evaluation by a blinded investigator for identification of tumour remnants, and after dura closure. Seven patients were randomized to complete tumour removal according to the impression of the surgeon (group 1). Seven patients were randomized to incomplete tumour removal (tumour remnant <1cm) (group 2); in these patients, the neurosurgeon intentionally left a tumour remnant prior to evaluation by the blinded investigator. The tumour remnant was then removed. It was tested if 3-D ultrasound can correctly identify complete and incomplete tumour resection. All patients underwent early postoperative MRI. RESULTS In two patients (one each of the two groups) the image quality was too poor for a meaningful intraoperative evaluation. In the six patients randomized for incomplete tumour removal, 3-D ultrasound correctly identified tumour remnants in four patients (67%). In six patients randomized for complete tumour removal, 3-D ultrasound confirmed complete tumour resection in three patients. In addition, 3-D ultrasound identified correctly one tumour remnant in a patient randomized for complete tumour removal. Thus, the sensitivity for tumour remnant detection increased to 71% (five of seven patients) and that of confirmation of complete tumour removal was 60 % (three of five patients). CONCLUSION The number of investigated patients is still to low to allow definite conclusions. However, the study results suggest, that 3-D ultrasound is especially helpful for detection of overseen brain tumour tissue.
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Affiliation(s)
- Veit Rohde
- Department of Neurosurgery, Georg-August-University Goettingen, Robert-Koch-Strasse 40, 37075 Goettingen, Germany.
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Sala E, Mannelli L, Yamamoto K, Griffin M, Griffin N, Grant L, Parker R, Crawford R. The value of postoperative/preadjuvant chemotherapy computed tomography in the management of patients with ovarian cancer. Int J Gynecol Cancer 2011; 21:296-301. [PMID: 21721161] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 05/31/2023] Open
Abstract
OBJECTIVE The objectives of the study were to compare the operative assessment of residual disease with the postoperative computed tomography (CT) findings in patients with ovarian cancer who underwent primary surgical cytoreduction or interval debulking surgery to residual disease 1 cm or less and to assess the effect of potential prognostic factors on patient survival. METHODS Patients scheduled for surgery and with an available postoperative CT were eligible for the study. Images were retrospectively analyzed in consensus by 2 radiologists.A 5-point qualitative scoring system was used to evaluate the CT findings (1 = tumor definitely absent, 2 = tumor probably absent, 3 = tumor possibly present, 4 = tumor probably present, 5 = tumor definitely present). RESULTS Between September 2005 and December 2008, 206 consecutive patients were enrolled; 51 were eligible. In 30 cases (59%), the postoperative CT findings correlated with the surgeon's assessment of residual disease. For the univariate analyses, the only significant prognostic factors associated with overall survival were no residual disease versus residual disease of less than 1 cm as assessed by the surgeon (hazard ratio [HR], 3.06; 95%confidence interval [CI], 1.29--7.27; P = 0.011) and no residual disease versus residual disease greater than 1 cm on CT (HR, 2.57; 95% CI, 1.02--6.48; P = 0.045). The interaction of surgical residual disease and stage 3 was significant (HR, 3.40; 95% CI, 1.42--8.16;P = 0.006) in the multivariate Cox model. CONCLUSIONS There was only 59% correlation between the surgical assessment and post operative CT findings of residual disease in patients reported to have undergone optimal surgery. Stage and residual disease as assessed by the surgeon were significant prognostic factors for overall survival. The value for postoperative CT may lie in those cases with small-volume residual disease (visible but reported as G1 cm) at surgery.
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Affiliation(s)
- Evis Sala
- FRCR, University Department of Radiology, Addenbrooke’sHospital, Hills Rd, Cambridge CB2 0QQ, United Kingdom.
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