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Raman AP, Zachem TJ, Plumlee S, Park C, Eward W, Codd PJ, Ross W. Machine learning approaches in non-contact autofluorescence spectrum classification. PLOS DIGITAL HEALTH 2024; 3:e0000602. [PMID: 39383196 PMCID: PMC11463826 DOI: 10.1371/journal.pdig.0000602] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/02/2023] [Accepted: 06/10/2024] [Indexed: 10/11/2024]
Abstract
Manual surgical resection of soft tissue sarcoma tissue can involve many challenges, including the critical need for precise determination of tumor boundary with normal tissue and limitations of current surgical instrumentation, in addition to standard risks of infection or tissue healing difficulty. Substantial research has been conducted in the biomedical sensing landscape for development of non-human contact sensing devices. One such point-of-care platform, previously devised by our group, utilizes autofluorescence-based spectroscopic signatures to highlight important physiological differences in tumorous and healthy tissue. The following study builds on this work, implementing classification algorithms, including Artificial Neural Network, Support Vector Machine, Logistic Regression, and K-Nearest Neighbors, to diagnose freshly resected murine tissue as sarcoma or healthy. Classification accuracies of over 93% are achieved with Logistic Regression, and Area Under the Curve scores over 94% are achieved with Support Vector Machines, delineating a clear way to automate photonic diagnosis of ambiguous tissue in assistance of surgeons. These interpretable algorithms can also be linked to important physiological diagnostic indicators, unlike the black-box ANN architecture. This is the first known study to use machine learning to interpret data from a non-contact autofluorescence sensing device on sarcoma tissue, and has direct applications in rapid intraoperative sensing.
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Affiliation(s)
- Ashutosh P. Raman
- Department of Biomedical Engineering, Duke University, Durham, North Carolina, United States of America
| | - Tanner J. Zachem
- Department of Mechanical Engineering and Materials Science, Duke University, Durham, North Carolina, United States of America
- Department of Neurosurgery, Duke University School of Medicine, Durham, North Carolina, United States of America
| | - Sarah Plumlee
- Department of Orthopaedic Surgery, Duke University School of Medicine, Durham, North Carolina, United States of America
| | - Christine Park
- Department of Neurosurgery, Duke University School of Medicine, Durham, North Carolina, United States of America
| | - William Eward
- Department of Orthopaedic Surgery, Duke University School of Medicine, Durham, North Carolina, United States of America
| | - Patrick J. Codd
- Department of Mechanical Engineering and Materials Science, Duke University, Durham, North Carolina, United States of America
- Department of Neurosurgery, Duke University School of Medicine, Durham, North Carolina, United States of America
| | - Weston Ross
- Department of Neurosurgery, Duke University School of Medicine, Durham, North Carolina, United States of America
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Kumar A, Das KK, Kanjilal S, Jain N, Mishra P, Misra S, Bhaisora KS, Mehrotra A, Jaiswal AK, Kumar R. Potential and Pitfalls of Postoperative Volumetric Assessment of Extent of Resection in High-Grade Glioma in Resource-Constrained Settings. Neurol India 2024; 72:756-762. [PMID: 39216029 DOI: 10.4103/neurol-india.neurol-india-d-23-00585] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/14/2023] [Accepted: 01/22/2024] [Indexed: 09/04/2024]
Abstract
BACKGROUND While literature suggests the need for routine postoperative volumetric estimation of the EOR and residual tumour volume (RTV) in all cases of gliomas, the utility and feasibility of this protocol in resource-constrained centers remain underinvestigated. OBJECTIVES Our objective was to study the feasibility of volumetric EOR in routine neurosurgical practice and determine correlation with surgeons' intraoperative estimation of EOR. The secondary objective was to determine the survival impact of EOR and RTV on survival. METHODS AND MATERIALS A prospective study of pathologically proven high-grade gliomas (WHO grades 3 and 4) in adults was conducted at a tertiary care center. Pre- and postoperative magnetic resonance imaging (MRI) was obtained for volumetric analysis using OsiriX software and manual segmentation. Overall survival and predictors were studied using Kaplan-Meier and Cox regression analysis. RESULTS Postoperative volumetry was feasible in 31% patients (n = 25) of study eligible patients (n = 84). The median EOR, CE-PTV, and CE-RTV were 79.1%, 69.8 cm3, and 8.7 cm3, respectively. There was a poor correlation of surgeons' intraoperative impression and volumetric data (P = 0.359). Interestingly, the EOR was not significantly associated with the survival time (P = 0.920), while tumor grade, molecular profile, Ki 67 score, and postoperative functional status showed statistically significant impact. CONCLUSION Logistic difficulties impede routine implementation of this protocol in developing countries. MRI volumetry is clearly more accurate than surgeons' intraoperative estimation of EOR. Notwithstanding the role of EOR in survival, our study reveals a perhaps bigger impact of tumor biology and postoperative functional status in this equation.
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Affiliation(s)
- Abhishek Kumar
- Department of Neurosurgery, Sanjay Gandhi Post Graduate Institute of Medical Sciences, Lucknow, Uttar Pradesh, India
| | - Kuntal K Das
- Department of Neurosurgery, Sanjay Gandhi Post Graduate Institute of Medical Sciences, Lucknow, Uttar Pradesh, India
| | - Soumen Kanjilal
- Department of Neurosurgery, Sanjay Gandhi Post Graduate Institute of Medical Sciences, Lucknow, Uttar Pradesh, India
| | - Neeraj Jain
- Department of Radiology, Sanjay Gandhi Post Graduate Institute of Medical Sciences, Lucknow, Uttar Pradesh, India
| | - Prabhaker Mishra
- Department of Biostatistics and Health Informatics, Sanjay Gandhi Post Graduate Institute of Medical Sciences, Lucknow, Uttar Pradesh, India
| | - Shagun Misra
- Department of Radiotherapy, Sanjay Gandhi Post Graduate Institute of Medical Sciences, Lucknow, Uttar Pradesh, India
| | - Kamlesh S Bhaisora
- Department of Neurosurgery, Sanjay Gandhi Post Graduate Institute of Medical Sciences, Lucknow, Uttar Pradesh, India
| | - Anant Mehrotra
- Department of Neurosurgery, Sanjay Gandhi Post Graduate Institute of Medical Sciences, Lucknow, Uttar Pradesh, India
| | - Awadhesh K Jaiswal
- Department of Neurosurgery, Sanjay Gandhi Post Graduate Institute of Medical Sciences, Lucknow, Uttar Pradesh, India
| | - Raj Kumar
- Department of Neurosurgery, Sanjay Gandhi Post Graduate Institute of Medical Sciences, Lucknow, Uttar Pradesh, India
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Lee JS, Lee JY, Kim KH, Park SH, Koh EJ, Kim SK, Phi JH. The Role of Early and Delayed Surgery for Infants with Congenital Brain Tumors. Cancer Res Treat 2024; 56:909-919. [PMID: 38186242 PMCID: PMC11261196 DOI: 10.4143/crt.2023.1174] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/31/2023] [Accepted: 12/26/2023] [Indexed: 01/09/2024] Open
Abstract
PURPOSE The present study aimed to evaluate the role of early and delayed surgery in congenital brain tumors and analyze the clinical outcomes of infantile brain tumors. MATERIALS AND METHODS We performed a retrospective cohort study on 69 infantile brain tumors at a single institution from January 2008 to June 2023. Outcomes were assessed as early mortality (within 30 days following surgery) to evaluate the risk of early surgery in congenital brain tumors. Outcomes of recurrence and overall survival were analyzed in infantile brain tumors. RESULTS Surgery-related early mortality appeared to occur in young and low-body-weight patients. Cut-off values of age and body weight were found to be 1.3 months and 5.2 kg to avoid early mortality. Three patients (3/10, 30%) showed early mortality in the early surgery group, and early mortality occurred in one patient (1/14, 7.14%) in the delayed surgery group, whose tumor was excessively enlarged. Younger age at diagnosis (< 3 months of age; hazard ratios [HR], 7.1; 95% confidence intervals [CI], 1.4 to 35.6; p=0.018) and leptomeningeal seeding (LMS; HR, 30.6; 95% CI, 3.7 to 253.1; p=0.002) were significant independent risk factors for high mortality in infantile brain tumors. CONCLUSION We suggest delaying surgery until the patient reaches 1.3 months of age and weighs over 5.2 kg with short-term imaging follow-up unless tumors grow rapidly in congenital brain tumors. Younger ages and the presence of LMS are independent risk factors for high mortality in infantile brain tumors.
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Affiliation(s)
- Jong Seok Lee
- Division of Pediatric Neurosurgery, Seoul National University Children’s Hospital, Seoul National University College of Medicine, Seoul, Korea
| | - Ji Yeoun Lee
- Division of Pediatric Neurosurgery, Seoul National University Children’s Hospital, Seoul National University College of Medicine, Seoul, Korea
- Neural Development and Anomaly Laboratory, Department of Anatomy and Cell Biology, Seoul National University College of Medicine, Seoul, Korea
| | - Kyung Hyun Kim
- Division of Pediatric Neurosurgery, Seoul National University Children’s Hospital, Seoul National University College of Medicine, Seoul, Korea
| | - Sung-Hye Park
- Department of Pathology, Seoul National University Children’s Hospital, Seoul National University College of Medicine, Seoul, Korea
| | - Eun Jung Koh
- Division of Pediatric Neurosurgery, Seoul National University Children’s Hospital, Seoul National University College of Medicine, Seoul, Korea
| | - Seung-Ki Kim
- Division of Pediatric Neurosurgery, Seoul National University Children’s Hospital, Seoul National University College of Medicine, Seoul, Korea
- Neuroscience Research Institute, Seoul National University Medical Research Center, Seoul National University College of Medicine, Seoul, Korea
| | - Ji Hoon Phi
- Division of Pediatric Neurosurgery, Seoul National University Children’s Hospital, Seoul National University College of Medicine, Seoul, Korea
- Neuroscience Research Institute, Seoul National University Medical Research Center, Seoul National University College of Medicine, Seoul, Korea
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Martín-Abreu C, Fariña-Jerónimo H, Plata-Bello J. Radiological and Not Clinical Variables Guide the Surgical Plan in Patients with Glioblastoma. Curr Oncol 2024; 31:1899-1912. [PMID: 38668045 PMCID: PMC11049408 DOI: 10.3390/curroncol31040142] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/13/2024] [Revised: 03/28/2024] [Accepted: 03/30/2024] [Indexed: 04/28/2024] Open
Abstract
Background and Purpose: The extent of resection is the most important prognostic factor in patients with glioblastoma. However, the factors influencing the decision to perform a biopsy instead of maximal resection have not been clearly established. The aim of this study was to analyze the factors associated with the intention to achieve maximal resection in glioblastoma patients. Methods: A retrospective single-center case-series analysis of patients with a new diagnosis of glioblastoma was performed. Patients were distributed into two groups: the biopsy (B) and complete resection (CR) groups. To identify factors associated with the decision to perform a B or CR, uni- and multivariate binary logistic regression analyses were performed. Cox regression analysis was also performed in the B and CR groups. Results: Ninety-nine patients with a new diagnosis of glioblastoma were included. Sixty-eight patients (68.7%) were treated with CR. Ring-enhancement and edema volume on presurgical magnetic resonance imaging were both associated with CR. Corpus callosum involvement and proximity to the internal capsule were identified as factors associated with the decision to perform a biopsy. In the multivariate analysis, edema volume (OR = 1.031; p = 0.002) and proximity to the internal capsule (OR = 0.104; p = 0.001) maintained significance and were considered independent factors. In the survival analysis, only corpus callosum involvement (HR = 2.055; p = 0.035) and MGMT status (HR = 0.484; p = 0.027) presented statistical significance in the CR group. Conclusions: The volume of edema and proximity to the internal capsule were identified as independent factors associated with the surgical decision. The radiological evaluation and not the clinical situation of the patient influences the decision to perform a biopsy or CR.
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Affiliation(s)
- Carla Martín-Abreu
- Department of Medical Oncology, Hospital Universitario de Canarias, 38320 La Laguna, Spain
| | - Helga Fariña-Jerónimo
- Department of Neurosurgery, Hospital Universitario de Canarias, 38320 La Laguna, Spain
| | - Julio Plata-Bello
- Department of Neurosurgery, Hospital Universitario de Canarias, 38320 La Laguna, Spain
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5
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Patel PD, Patel NV, Danish SF. The Evolution of Laser-Induced Thermal Therapy for the Treatment of Gliomas. Neurosurg Clin N Am 2023; 34:199-207. [PMID: 36906327 DOI: 10.1016/j.nec.2022.12.004] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/11/2023]
Abstract
Laser-induced thermal therapy (LITT) has evolved over the past two decades to treat a number of intracranial pathologies. Although it initially emerged as a salvage treatment of surgically inoperable tumors or recurrent lesions that had exhausted more conventional treatments, it is now being used as a primary, first-line treatment in certain instances with outcomes comparable to traditional surgical resection. The authors discuss the evolution of LITT in the treatment of gliomas and future directions, which may further enhance the efficacy of this procedure.
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Affiliation(s)
- Purvee D Patel
- Department of Neurosurgery, Hackensack Meridian School of Medicine, Hackensack Meridian Health - Jersey Shore University Medical Center, Nutley, NJ 07110, USA; Department of Neurosurgery, Hackensack Meridian School of Medicine, Hackensack Meridian Health, Jersey Shore University Hospital, Jersey Shore University Medical Center, 19 Davis Avenue, Hope Tower 4th Floor, Neptune, NJ 07753, USA
| | - Nitesh V Patel
- Department of Neurosurgery, Hackensack Meridian School of Medicine, Hackensack Meridian Health - Jersey Shore University Medical Center, Nutley, NJ 07110, USA; Department of Neurosurgery, Hackensack Meridian School of Medicine, Hackensack Meridian Health, Jersey Shore University Hospital, Jersey Shore University Medical Center, 19 Davis Avenue, Hope Tower 4th Floor, Neptune, NJ 07753, USA
| | - Shabbar F Danish
- Department of Neurosurgery, Hackensack Meridian School of Medicine, Hackensack Meridian Health - Jersey Shore University Medical Center, Nutley, NJ 07110, USA; Department of Neurosurgery, Hackensack Meridian School of Medicine, Hackensack Meridian Health, Jersey Shore University Hospital, Jersey Shore University Medical Center, 19 Davis Avenue, Hope Tower 4th Floor, Neptune, NJ 07753, USA.
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Current Trends in Neurosurgical Management of Adult Diffuse Low-Grade Gliomas in Canada. Can J Neurol Sci 2023; 50:278-281. [PMID: 35510291 DOI: 10.1017/cjn.2022.2] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/07/2022]
Abstract
There is considerable variability in the management of diffuse low-grade gliomas (LGGs). To characterize treatment paradigms, a survey of Canadian neurosurgeons was performed with forty neurosurgeons responding. Their responses show that the management of patients with LGGs has evolved in the past decade and findings from the RTOG9802 trial have been integrated into the practice of Canadian neurosurgeons. Most respondents stated that the patient selection and treatment strategy advocated by the RTOG9802 trial needs further evaluation. Overall, there is a trend toward more aggressive surgical resections, and future investigations will have to more accurately stratify patient risk profiles.
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Duzan A, Reinken D, McGomery TL, Ferencz NM, Plummer JM, Basti MM. Endocannabinoids are potential inhibitors of glioblastoma multiforme proliferation. JOURNAL OF INTEGRATIVE MEDICINE 2023; 21:120-129. [PMID: 36805391 DOI: 10.1016/j.joim.2023.01.005] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/21/2022] [Accepted: 09/14/2022] [Indexed: 02/04/2023]
Abstract
Globally, it is evident that glioblastoma multiforme (GBM) is an aggressive malignant cancer with a high mortality rate and no effective treatment options. Glioblastoma is classified as the stage-four progression of a glioma tumor, and its diagnosis results in a shortened life expectancy. Treatment options for GBM include chemotherapy, immunotherapy, surgical intervention, and conventional pharmacotherapy; however, at best, they extend the patient's life by a maximum of 5 years. GBMs are considered incurable due to their high recurrence rate, despite various aggressive therapeutic approaches which can have many serious adverse effects. Ceramides, classified as endocannabinoids, offer a promising novel therapeutic approach for GBM. Endocannabinoids may enhance the apoptosis of GBM cells but have no effect on normal healthy neural cells. Cannabinoids promote atypical protein kinase C, deactivate fatty acid amide hydrolase enzymes, and activate transient receptor potential vanilloid 1 (TRPV1) and TRPV2 to induce pro-apoptotic signaling pathways without increasing endogenous cannabinoids. In previous in vivo studies, endocannabinoids, chemically classified as amide formations of oleic and palmitic acids, have been shown to increase the pro-apoptotic activity of human cancer cells and inhibit cell migration and angiogenesis. This review focuses on the biological synthesis and pharmacology of endogenous cannabinoids for the enhancement of cancer cell apoptosis, which have potential as a novel therapy for GBM. Please cite this article as: Duzan A, Reinken D, McGomery TL, Ferencz N, Plummer JM, Basti MM. Endocannabinoids are potential inhibitors of glioblastoma multiforme proliferation. J Integr Med. 2023; Epub ahead of print.
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Affiliation(s)
- Ashraf Duzan
- School of Pharmacy, Wingate University, Wingate, NC 28174, USA; Applied Science and Technology Department, North Carolina State University of Agriculture and Technology, Greensboro, NC 27411, USA.
| | - Desiree Reinken
- College of Nursing, University of Colorado Anschutz Medical Campus, Aurora, CO 80045, USA
| | | | | | - Jacob M Plummer
- Collage of Arts and Science, Department of Chemistry and Physics, Wingate University, Wingate, NC 28174, USA
| | - Mufeed M Basti
- Applied Science and Technology Department, North Carolina State University of Agriculture and Technology, Greensboro, NC 27411, USA.
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Johanssen T, McVeigh L, Erridge S, Higgins G, Straehla J, Frame M, Aittokallio T, Carragher NO, Ebner D. Glioblastoma and the search for non-hypothesis driven combination therapeutics in academia. Front Oncol 2023; 12:1075559. [PMID: 36733367 PMCID: PMC9886867 DOI: 10.3389/fonc.2022.1075559] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/20/2022] [Accepted: 12/28/2022] [Indexed: 01/18/2023] Open
Abstract
Glioblastoma (GBM) remains a cancer of high unmet clinical need. Current standard of care for GBM, consisting of maximal surgical resection, followed by ionisation radiation (IR) plus concomitant and adjuvant temozolomide (TMZ), provides less than 15-month survival benefit. Efforts by conventional drug discovery to improve overall survival have failed to overcome challenges presented by inherent tumor heterogeneity, therapeutic resistance attributed to GBM stem cells, and tumor niches supporting self-renewal. In this review we describe the steps academic researchers are taking to address these limitations in high throughput screening programs to identify novel GBM combinatorial targets. We detail how they are implementing more physiologically relevant phenotypic assays which better recapitulate key areas of disease biology coupled with more focussed libraries of small compounds, such as drug repurposing, target discovery, pharmacologically active and novel, more comprehensive anti-cancer target-annotated compound libraries. Herein, we discuss the rationale for current GBM combination trials and the need for more systematic and transparent strategies for identification, validation and prioritisation of combinations that lead to clinical trials. Finally, we make specific recommendations to the preclinical, small compound screening paradigm that could increase the likelihood of identifying tractable, combinatorial, small molecule inhibitors and better drug targets specific to GBM.
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Affiliation(s)
- Timothy Johanssen
- Target Discovery Institute, Nuffield Department of Medicine, University of Oxford, Oxford, United Kingdom
| | - Laura McVeigh
- Cancer Research UK Scotland Centre, Institute of Genetics and Cancer, University of Edinburgh, Edinburgh, United Kingdom
| | - Sara Erridge
- Edinburgh Cancer Centre, Western General Hospital, Edinburgh, United Kingdom
| | - Geoffrey Higgins
- Department of Oncology, University of Oxford, Oxford, United Kingdom
| | - Joelle Straehla
- Koch Institute for Integrative Cancer Research, Massachusetts Institute of Technology, Cambridge, Department of Pediatric Oncology, Dana-Farber Cancer Institute, Division of Pediatric Hematology/Oncology, Boston Children’s Hospital, Boston, MA, United States
| | - Margaret Frame
- Cancer Research UK Scotland Centre, Institute of Genetics and Cancer, University of Edinburgh, Edinburgh, United Kingdom
| | - Tero Aittokallio
- Institute for Molecular Medicine Finland (FIMM), HiLIFE, University of Helsinki, Helsinki, Finland
- Institute for Cancer Research, Department of Cancer Genetics, Oslo University Hospital, Oslo, Norway
- Centre for Biostatistics and Epidemiology (OCBE), Faculty of Medicine, University of Oslo, Oslo, Norway
| | - Neil O. Carragher
- Cancer Research UK Scotland Centre, Institute of Genetics and Cancer, University of Edinburgh, Edinburgh, United Kingdom
| | - Daniel Ebner
- Target Discovery Institute, Nuffield Department of Medicine, University of Oxford, Oxford, United Kingdom
- Department of Oncology, University of Oxford, Oxford, United Kingdom
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Nomogram Model for Predicting the Prognosis of High-Grade Glioma in Adults Receiving Standard Treatment: A Retrospective Cohort Study. J Clin Med 2022; 12:jcm12010196. [PMID: 36614997 PMCID: PMC9821755 DOI: 10.3390/jcm12010196] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/14/2022] [Revised: 12/22/2022] [Accepted: 12/24/2022] [Indexed: 12/28/2022] Open
Abstract
OBJECTIVES To identify the critical factors associated with the progression-free survival (PFS) and overall survival (OS) of high-grade glioma (HGG) in adults who have received standard treatment and establish a novel graphical nomogram and an online dynamic nomogram. PATIENTS AND METHODS This is a retrospective study of adult HGG patients receiving standard treatment (surgery, postoperative radiotherapy, and temozolomide (TMZ) chemotherapy) at Huashan Hospital, Fudan University between January 2017 and December 2019. We used uni- and multi-variable COX models to identify the significant prognostic factors for PFS and OS. Based on the significant predictors, graphical and online nomograms were established. RESULTS A total of 246 patients were enrolled in the study based on the inclusion criteria. The average PFS and OS were 22.99 ± 11.43 and 30.51 ± 13.73 months, respectively. According to the multi-variable COX model, age, extent of resection (EOR), and IDH mutation were associated with PFS and OS, while edema index (EI) was relevant to PFS. In addition, patients with IDH and TERT promoter co-mutations had longer PFSs and OSs, and no apparent survival benefit was found in the long-cycle TMZ adjuvant chemotherapy compared with the standard Stupp protocol. Based on these critical factors, a graphical nomogram and online nomogram were developed for predicting PFS and OS, respectively. The calibration curve showed favorable consistency between the predicted and actual survival rates. C-index and time-dependent AUC showed good discrimination abilities. CONCLUSIONS We identified the significant predictors for the PFS and OS of HGG adults receiving standard treatment and established user-friendly nomogram models to assist neurosurgeons in optimizing clinical management and treatment strategies.
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Chung H, Seo H, Choi SH, Park CK, Kim TM, Park SH, Won JK, Lee JH, Lee ST, Lee JY, Hwang I, Kang KM, Yun TJ. Cluster Analysis of DSC MRI, Dynamic Contrast-Enhanced MRI, and DWI Parameters Associated with Prognosis in Patients with Glioblastoma after Removal of the Contrast-Enhancing Component: A Preliminary Study. AJNR Am J Neuroradiol 2022; 43:1559-1566. [PMID: 36175084 PMCID: PMC9731243 DOI: 10.3174/ajnr.a7655] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/17/2022] [Accepted: 08/21/2022] [Indexed: 02/01/2023]
Abstract
BACKGROUND AND PURPOSE No report has been published on the use of DSC MR imaging, DCE MR imaging, and DWI parameters in combination to create a prognostic prediction model in glioblastoma patients. The aim of this study was to develop a machine learning-based model to find preoperative multiparametric MR imaging parameters associated with prognosis in patients with glioblastoma. Normalized CBV, volume transfer constant, and ADC of the nonenhancing T2 high-signal-intensity lesions were evaluated using K-means clustering. MATERIALS AND METHODS A total of 142 patients with glioblastoma who underwent preoperative MR imaging and total resection were included in this retrospective study. From the normalized CBV, volume transfer constant, and ADC maps, the parametric data were sorted using the K-means clustering method. Patients were divided into training and test sets (ratio, 1:1), and the optimal number of clusters was determined using receiver operating characteristic analysis. Kaplan-Meier survival analysis and log-rank tests were performed to identify potential parametric predictors. A multivariate Cox proportional hazard model was conducted to adjust for clinical predictors. RESULTS The nonenhancing T2 high-signal-intensity lesions were divided into 6 clusters. The cluster (class 4) with the relatively low normalized CBV and volume transfer constant value and the lowest ADC values was most associated with predicting glioblastoma prognosis. The optimal cutoff of the class 4 volume fraction of nonenhancing T2 high-signal-intensity lesions predicting 1-year progression-free survival was 9.70%, below which the cutoff was associated with longer progression-free survival. Two Kaplan-Meier curves based on the cutoff value showed a statistically significant difference (P = .037). When we adjusted for all clinical predictors, the cluster with the relatively low normalized CBV and volume transfer constant values and the lowest ADC value was an independent prognostic marker (hazard ratio, 3.04; P = .048). The multivariate Cox proportional hazard model showed a concordance index of 0.699 for progression-free survival. CONCLUSIONS Our model showed that nonenhancing T2 high-signal-intensity lesions with the relatively low normalized CBV, low volume transfer constant values, and the lowest ADC values could serve as useful prognostic imaging markers for predicting survival outcomes in patients with glioblastoma.
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Affiliation(s)
- H Chung
- From the Seoul National University College of Medicine (H.C., H.S.), Seoul, Korea
| | - H Seo
- From the Seoul National University College of Medicine (H.C., H.S.), Seoul, Korea
| | - S H Choi
- Department of Radiology (S.H.C., J.Y.L., I.H., K.M.K., T.J.Y.), Seoul National University Hospital, Seoul National University College of Medicine, Seoul, Korea
- Center for Nanoparticle Research (S.H.C.), Institute for Basic Science, Seoul, Korea
- School of Chemical and Biological Engineering (S.H.C.), Seoul National University, Seoul, Korea
| | - C-K Park
- Department of Neurosurgery (C.-K.P.), Internal Medicine
| | - T M Kim
- Cancer Research Institute (T.M.K.)
| | - S-H Park
- Departments of Pathology (S.-H.P., J.K.W.), Radiation Oncology
| | - J K Won
- Departments of Pathology (S.-H.P., J.K.W.), Radiation Oncology
| | - J H Lee
- Cancer Research Institute (J.H.L.)
| | - S-T Lee
- Neurology (S.-T.L.), Seoul National University Hospital, Seoul, Korea
| | - J Y Lee
- Department of Radiology (S.H.C., J.Y.L., I.H., K.M.K., T.J.Y.), Seoul National University Hospital, Seoul National University College of Medicine, Seoul, Korea
| | - I Hwang
- Department of Radiology (S.H.C., J.Y.L., I.H., K.M.K., T.J.Y.), Seoul National University Hospital, Seoul National University College of Medicine, Seoul, Korea
| | - K M Kang
- Department of Radiology (S.H.C., J.Y.L., I.H., K.M.K., T.J.Y.), Seoul National University Hospital, Seoul National University College of Medicine, Seoul, Korea
| | - T J Yun
- Department of Radiology (S.H.C., J.Y.L., I.H., K.M.K., T.J.Y.), Seoul National University Hospital, Seoul National University College of Medicine, Seoul, Korea
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Bernstock JD, Gary SE, Klinger N, Valdes PA, Ibn Essayed W, Olsen HE, Chagoya G, Elsayed G, Yamashita D, Schuss P, Gessler FA, Peruzzi PP, Bag A, Friedman GK. Standard clinical approaches and emerging modalities for glioblastoma imaging. Neurooncol Adv 2022; 4:vdac080. [PMID: 35821676 PMCID: PMC9268747 DOI: 10.1093/noajnl/vdac080] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/14/2022] Open
Abstract
Glioblastoma (GBM) is the most common primary adult intracranial malignancy and carries a dismal prognosis despite an aggressive multimodal treatment regimen that consists of surgical resection, radiation, and adjuvant chemotherapy. Radiographic evaluation, largely informed by magnetic resonance imaging (MRI), is a critical component of initial diagnosis, surgical planning, and post-treatment monitoring. However, conventional MRI does not provide information regarding tumor microvasculature, necrosis, or neoangiogenesis. In addition, traditional MRI imaging can be further confounded by treatment-related effects such as pseudoprogression, radiation necrosis, and/or pseudoresponse(s) that preclude clinicians from making fully informed decisions when structuring a therapeutic approach. A myriad of novel imaging modalities have been developed to address these deficits. Herein, we provide a clinically oriented review of standard techniques for imaging GBM and highlight emerging technologies utilized in disease characterization and therapeutic development.
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Affiliation(s)
- Joshua D Bernstock
- Department of Neurosurgery, Brigham and Women’s Hospital, Harvard Medical School , Boston, Massachusetts, USA
| | - Sam E Gary
- Medical Scientist Training Program, University of Alabama at Birmingham, Birmingham , AL, USA
| | - Neil Klinger
- Department of Neurosurgery, Brigham and Women’s Hospital, Harvard Medical School , Boston, Massachusetts, USA
| | - Pablo A Valdes
- Department of Neurosurgery, Brigham and Women’s Hospital, Harvard Medical School , Boston, Massachusetts, USA
| | - Walid Ibn Essayed
- Department of Neurosurgery, Brigham and Women’s Hospital, Harvard Medical School , Boston, Massachusetts, USA
| | - Hannah E Olsen
- Department of Neurosurgery, Brigham and Women’s Hospital, Harvard Medical School , Boston, Massachusetts, USA
| | - Gustavo Chagoya
- Department of Neurosurgery, University of Alabama at Birmingham, Birmingham , AL, USA
| | - Galal Elsayed
- Department of Neurosurgery, University of Alabama at Birmingham, Birmingham , AL, USA
| | - Daisuke Yamashita
- Department of Neurosurgery, University of Alabama at Birmingham, Birmingham , AL, USA
| | - Patrick Schuss
- Department of Neurosurgery, Unfallkrankenhaus Berlin , Berlin, Germany
| | | | - Pier Paolo Peruzzi
- Department of Neurosurgery, Brigham and Women’s Hospital, Harvard Medical School , Boston, Massachusetts, USA
| | - Asim Bag
- Department of Diagnostic Imaging, St. Jude Children’s Research Hospital , Memphis, TN USA
| | - Gregory K Friedman
- Department of Neurosurgery, University of Alabama at Birmingham, Birmingham , AL, USA
- Division of Pediatric Hematology and Oncology, Department of Pediatrics, University of Alabama at Birmingham , Birmingham, AL, USA
- Comprehensive Cancer Center, University of Alabama at Birmingham, Birmingham , AL, USA
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12
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Defining the impact of adjuvant treatment on the prognosis of patients with inoperable glioblastoma undergoing biopsy only: does the survival benefit outweigh the treatment effort? Neurosurg Rev 2022; 45:2339-2347. [PMID: 35194724 PMCID: PMC9160139 DOI: 10.1007/s10143-022-01754-y] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/21/2021] [Revised: 02/05/2022] [Accepted: 02/10/2022] [Indexed: 12/02/2022]
Abstract
Patients with inoperable glioblastoma (GBM) usually experience worse prognosis compared to those in whom gross total resection (GTR) is achievable. Considering the treatment duration and its side effects identification of patients with survival benefit from treatment is essential to guarantee the best achievable quality of life. The aim of this study was to evaluate the survival benefit from radio-chemotherapy and to identify clinical, molecular, and imaging parameters associated with better outcome in patients with biopsied GBMs. Consecutive patients with inoperable GBM who underwent tumor biopsy at our department from 2005 to 2019 were retrospectively analyzed. All patients had histologically confirmed GBM and were followed up until death. The overall survival (OS) was calculated from date of diagnosis to date of death. Clinical, radiological, and molecular predictors of OS were evaluated. A total of 95 patients with biopsied primary GBM were enrolled in the study. The mean age was 64.3 ± 13.2 years; 56.8% (54/95) were male, and 43.2% (41/95) female. Median OS in the entire cohort was 5.5 months. After stratification for adjuvant treatment, a higher median OS was found in the group with adjuvant treatment (7 months, range 2–88) compared to the group without treatment (1 month, range 1–5) log-rank test, p < 0.0001. Patients with inoperable GBM undergoing biopsy indeed experience a very limited OS. Adjuvant treatment is associated with significantly longer OS compared to patients not receiving treatment and should be considered, especially in younger patients with good clinical condition at presentation.
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13
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Sveino Strand P, Gulati S, Millgård Sagberg L, Solheim O. Intraoperative risk factors for peritumoral infarctions following glioma surgery. BRAIN AND SPINE 2022; 2:100903. [PMID: 36248115 PMCID: PMC9559966 DOI: 10.1016/j.bas.2022.100903] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 01/17/2022] [Revised: 04/25/2022] [Accepted: 06/03/2022] [Indexed: 11/28/2022]
Abstract
Background Surgical intraoperative risk factors for peritumoral infarctions are not much studied. In the present study, we explore the possible association between intraoperative factors and infarctions diagnosed from early postoperative MRIs. Methods We screened all adult patients operated for newly diagnosed or recurrent diffuse gliomas at out department from December 2015 to October 2020 with available postoperative MRI including DWI sequences. Patient data was prospectively collected in a local tumor registry. Immediately after surgery, the surgeon completed a questionnaire on tumor vascularization, tumor stiffness, delineation of tumor from normal brain tissue, which surgical tool(s) were used, and if they had sacrificed a functional artery or a significant vein. Results Data from 175 operations were included for analysis. Of these, 66 cases (38%) had postoperative peritumoral infarctions. 24 (36%) were rim-shaped and 42 (64%) infarctions were sector-shaped. The median infarction volume was 2.4 cm3. Surgeon reported sacrifice of a significant vein was associated with infarctions, but we found no clear “dose-response”, as “perhaps” was associated with fewer infarctions than “no”. None of the other studied factors reached statistical significance. However, there was a trend for more infarctions when an ultrasonic aspirator was used for tumor resection. Subgroup analyses were done for rim-shaped and sector-shaped infarctions, and ultrasonic aspirator was associated with sector-shaped infarctions (p = 0.032). Infarction rates differed across surgeons (range 15%–67%), p = 0.021). Conclusion In this single center study, no clear relationships between surgeon reported intraoperative factors and postoperative infarctions were observed. Still, risks seem to be surgeon dependent. Data on intraoperative factors from 175 operations for diffuse gliomas were assessed. No clear relationships between surgeon reported intraoperative factors and postoperative infarctions were observed. Risks of infarctions seems to be surgeon dependent.
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14
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Hou Z, Zhang K, Liu X, Fang S, Li L, Wang Y, Jiang T. Molecular subtype impacts surgical resection in low-grade gliomas: A Chinese Glioma Genome Atlas database analysis. Cancer Lett 2021; 522:14-21. [PMID: 34517083 DOI: 10.1016/j.canlet.2021.09.008] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/22/2021] [Revised: 08/29/2021] [Accepted: 09/06/2021] [Indexed: 10/20/2022]
Abstract
Surgeons have considered extending the resection margins for better outcomes in gliomas, but have not considered molecular pathology. We investigated the impact of molecular pathology on the surgical benefit in gliomas. Herein, we collected the clinical and pathological information of 449 patients with glioma from the Chinese Glioma Genome Atlas database, and enrolled those who underwent surgical resection. We measured the impact of the extent of resection on survival time in subgroups classified by clinical characteristics. We found that gross total resection (GTR) was associated with longer survival times in the entire cohort, and each of the three molecular subtypes. Even after age stratification, there was no survival benefit from GTR in those with a Karnofsky performance score (KPS) ≤ 80. In patients aged >45 years with a KPS >80, extensive resection resulted in longer survival times in isocitrate dehydrogenase-mutated astrocytomas. Additionally, GTR was associated with longer overall survival times in patients aged ≤45 years with a KPS >80. In conclusion, extensive resection does not always prolong survival in patients with glioma. Along with clinical characteristics, molecular pathology positively impacts survival in gliomas. Neurosurgeons may consider our findings when planning surgery in the future.
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Affiliation(s)
- Ziming Hou
- Beijing Neurosurgical Institute, Capital Medical University, Beijing, China
| | - Kenan Zhang
- Beijing Neurosurgical Institute, Capital Medical University, Beijing, China
| | - Xing Liu
- Beijing Neurosurgical Institute, Capital Medical University, Beijing, China
| | - Shengyu Fang
- Beijing Neurosurgical Institute, Capital Medical University, Beijing, China
| | - Lianwang Li
- Beijing Neurosurgical Institute, Capital Medical University, Beijing, China
| | - Yinyan Wang
- Beijing Neurosurgical Institute, Capital Medical University, Beijing, China; Department of Neurosurgery, Beijing Tiantan Hospital, Capital Medical University, Beijing, China; Chinese Institute for Brain Research, Beijing, China.
| | - Tao Jiang
- Beijing Neurosurgical Institute, Capital Medical University, Beijing, China; Department of Neurosurgery, Beijing Tiantan Hospital, Capital Medical University, Beijing, China.
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15
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Jaman E, Zhang X, Sandlesh P, Habib A, Allen J, Saraiya RG, Amankulor NM, Zinn PO. History of atopy confers improved outcomes in IDH mutant and wildtype lower grade gliomas. J Neurooncol 2021; 155:133-141. [PMID: 34714520 DOI: 10.1007/s11060-021-03854-z] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/13/2021] [Accepted: 09/23/2021] [Indexed: 11/28/2022]
Abstract
PURPOSE A history of atopy or allergy has been shown to be protective against the development of glioma, however the effect of atopy on patient outcomes, especially in conjunction with the survival benefit associated with IDH mutation, has not yet been investigated, and is the focus of the study we present here. METHODS Low grade glioma (LGG) data from the TCGA was downloaded, along with IDH, TERT, 1p/19q and ATRX mutational status and genetic alterations. History of asthma, eczema, hay fever, animal, or food allergies, as documented in TCGA, was used to determine patient atopy status. Patients with missing variables were excluded from the study. RESULTS 374 LGG studies were included. Patients with a history of atopy demonstrated longer overall survival (OS) compared to those without (145.3 vs. 81.5 months, p = 00.0195). IDH mutant patients with atopy had longer OS compared those without atopy (158.8 vs. 85 months, p = 0.035). Multivariate cox regression analysis demonstrated that the effects of atopy on survival were independent of IDH and histological grade, (p = 0.002, HR 0.257, 95% 0.109-0.604), (p = < 0.001, HR 0.217, 95% 0.107-0.444), and (p = 0.004, HR 2.72, 95% 1.373-5.397), respectively. In terms of treatment outcomes, patients with atopy did not differ in treatment response compared to their counterpart. Pathway analysis demonstrated an upstream activation of the BDNF pathway (p = 0.00027). CONCLUSION A history of atopy confers a survival benefit in patients with diffuse low-grade glioma. Activation of the BDNF pathway may drive the observed differences.
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Affiliation(s)
- Emade Jaman
- University of Pittsburgh School of Medicine, Pittsburgh, PA, USA.,Department of Neurosurgery, University of Pittsburgh Medical Center, Pittsburgh, PA, USA
| | - Xiaoran Zhang
- Department of Neurosurgery, University of Pittsburgh Medical Center, Pittsburgh, PA, USA
| | - Poorva Sandlesh
- Hillman Cancer Center, University of Pittsburgh Medical Center, Pittsburgh, PA, USA
| | - Ahmed Habib
- Department of Neurosurgery, University of Pittsburgh Medical Center, Pittsburgh, PA, USA.,Hillman Cancer Center, University of Pittsburgh Medical Center, Pittsburgh, PA, USA
| | - Jordan Allen
- Hillman Cancer Center, University of Pittsburgh Medical Center, Pittsburgh, PA, USA
| | - Raj G Saraiya
- Dietrich School of Arts and Science, University of Pittsburgh, Pittsburgh, PA, USA
| | - Nduka M Amankulor
- Department of Neurosurgery, Hospital of the University of Pennsylvania, Philadelphia, PA, USA
| | - Pascal O Zinn
- Department of Neurosurgery, University of Pittsburgh Medical Center, Pittsburgh, PA, USA. .,Hillman Cancer Center, University of Pittsburgh Medical Center, Pittsburgh, PA, USA.
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16
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Aaronson DM, Martinez Del Campo E, Boerger TF, Conway B, Cornell S, Tate M, Mueller WM, Chang EF, Krucoff MO. Understanding Variable Motor Responses to Direct Electrical Stimulation of the Human Motor Cortex During Brain Surgery. Front Surg 2021; 8:730367. [PMID: 34660677 PMCID: PMC8517489 DOI: 10.3389/fsurg.2021.730367] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/24/2021] [Accepted: 09/02/2021] [Indexed: 11/23/2022] Open
Abstract
Direct electrical stimulation of the brain is the gold standard technique used to define functional-anatomical relationships during neurosurgical procedures. Areas that respond to stimulation are considered “critical nodes” of circuits that must remain intact for the subject to maintain the ability to perform certain functions, like moving and speaking. Despite its routine use, the neurophysiology underlying downstream motor responses to electrical stimulation of the brain, such as muscle contraction or movement arrest, is poorly understood. Furthermore, varying and sometimes counterintuitive responses can be seen depending on how and where the stimulation is applied, even within the human primary motor cortex. Therefore, here we review relevant neuroanatomy of the human motor system, provide a brief historical perspective on electrical brain stimulation, explore mechanistic variations in stimulation applications, examine neurophysiological properties of different parts of the motor system, and suggest areas of future research that can promote a better understanding of the interaction between electrical stimulation of the brain and its function.
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Affiliation(s)
- Daniel M Aaronson
- Department of Neurosurgery, Medical College of Wisconsin, Milwaukee, WI, United States
| | | | - Timothy F Boerger
- Department of Neurosurgery, Medical College of Wisconsin, Milwaukee, WI, United States
| | - Brian Conway
- Medical College of Wisconsin, Milwaukee, WI, United States
| | - Sarah Cornell
- Department of Neurosurgery, Medical College of Wisconsin, Milwaukee, WI, United States
| | - Matthew Tate
- Department of Neurosurgery, Feinberg School of Medicine, Northwestern University, Chicago, IL, United States
| | - Wade M Mueller
- Department of Neurosurgery, Medical College of Wisconsin, Milwaukee, WI, United States
| | - Edward F Chang
- Department of Neurosurgery, University of California, San Francisco, San Francisco, CA, United States
| | - Max O Krucoff
- Department of Neurosurgery, Medical College of Wisconsin, Milwaukee, WI, United States.,Department of Biomedical Engineering, Marquette University, Milwaukee, WI, United States
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17
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Tatekawa H, Uetani H, Hagiwara A, Bahri S, Raymond C, Lai A, Cloughesy TF, Nghiemphu PL, Liau LM, Pope WB, Salamon N, Ellingson BM. Worse prognosis for IDH wild-type diffuse gliomas with larger residual biological tumor burden. Ann Nucl Med 2021; 35:1022-1029. [PMID: 34121166 DOI: 10.1007/s12149-021-01637-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/14/2021] [Accepted: 05/27/2021] [Indexed: 10/21/2022]
Abstract
OBJECTIVE The association of overall survival (OS) with tumor burden, including contrast enhanced (CE) volume on CE T1-weighted images, fluid-attenuated inversion recovery (FLAIR) hyperintense volume, and 3, 4-dihydroxy-6-[18F]-fluoro-L-phenylalanine (FDOPA) hypermetabolic volume, in isocitrate dehydrogenase (IDH) wild-type gliomas remains unclear. This study aimed to assess the association between biological tumor burden in pre- and post-operative status and OS in IDH wild-type gliomas, and evaluated which volume was the best predictor of OS. METHODS Thirty-four patients with treatment-naïve IDH wild-type gliomas (WHO grade II 6, III 15, IV 13) were retrospectively included. Three pre-operative tumor regions of interest (ROIs) were segmented based on the CE, FLAIR hyperintense, and FDOPA hypermetabolic regions. Resected ROIs were segmented from the post-operative images. Residual CE, FLAIR hyperintense, and FDOPA hypermetabolic ROIs were created by subtracting resected ROIs from pre-operative ROIs. Cox regression analysis was conducted to investigate the association of OS with the volume of each ROI, and Akaike information criterion was used to assess the fitness. RESULTS Residual CE volume had a significant association with OS [hazard ratio (HR) = 1.26, p = 0.039], but this effect disappeared when controlling for tumor grade. Residual FDOPA hypermetabolic volume best fit the regression model and was significantly associated with OS (HR = 1.18, p = 0.008), even when controlling for tumor grade. FLAIR hyperintense volume showed no significant association with OS. CONCLUSION Residual FDOPA hypermetabolic burden predicted OS for IDH wild-type gliomas, regardless of the tumor grade. Furthermore, removing hypermetabolic and CE regions may improve the prognosis.
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Affiliation(s)
- Hiroyuki Tatekawa
- UCLA Brain Tumor Imaging Laboratory (BTIL), David Geffen School of Medicine, University of California Los Angeles, Los Angeles, USA
- Department of Radiological Science, David Geffen School of Medicine, University of California Los Angeles, Los Angeles, USA
- Department of Diagnostic and Interventional Radiology, Osaka City University Graduate School of Medicine, Osaka, Japan
- Center for Computer Vision and Imaging Biomarkers, University of California Los Angeles, Los Angeles, USA
| | - Hiroyuki Uetani
- Department of Radiological Science, David Geffen School of Medicine, University of California Los Angeles, Los Angeles, USA
- Department of Diagnostic Radiology, Faculty of Life Sciences, Kumamoto University, Kumamoto, Japan
| | - Akifumi Hagiwara
- UCLA Brain Tumor Imaging Laboratory (BTIL), David Geffen School of Medicine, University of California Los Angeles, Los Angeles, USA
- Department of Radiological Science, David Geffen School of Medicine, University of California Los Angeles, Los Angeles, USA
- Department of Radiology, Juntendo University School of Medicine, Tokyo, Japan
- Center for Computer Vision and Imaging Biomarkers, University of California Los Angeles, Los Angeles, USA
| | - Shadfar Bahri
- Department of Molecular and Medical Pharmacology, David Geffen School of Medicine, University of California, 924 Westwood Blvd., Suite 615, Los Angeles, CA, 90024, USA
| | - Catalina Raymond
- UCLA Brain Tumor Imaging Laboratory (BTIL), David Geffen School of Medicine, University of California Los Angeles, Los Angeles, USA
- Department of Radiological Science, David Geffen School of Medicine, University of California Los Angeles, Los Angeles, USA
- Center for Computer Vision and Imaging Biomarkers, University of California Los Angeles, Los Angeles, USA
| | - Albert Lai
- UCLA Neuro-Oncology Program, David Geffen School of Medicine, University of California Los Angeles, Los Angeles, USA
- Department of Neurology, David Geffen School of Medicine, University of California Los Angeles, Los Angeles, USA
| | - Timothy F Cloughesy
- UCLA Neuro-Oncology Program, David Geffen School of Medicine, University of California Los Angeles, Los Angeles, USA
- Department of Neurology, David Geffen School of Medicine, University of California Los Angeles, Los Angeles, USA
| | - Phioanh L Nghiemphu
- UCLA Neuro-Oncology Program, David Geffen School of Medicine, University of California Los Angeles, Los Angeles, USA
- Department of Neurology, David Geffen School of Medicine, University of California Los Angeles, Los Angeles, USA
| | - Linda M Liau
- UCLA Neuro-Oncology Program, David Geffen School of Medicine, University of California Los Angeles, Los Angeles, USA
- Department of Neurosurgery, David Geffen School of Medicine, University of California Los Angeles, Los Angeles, USA
| | - Whitney B Pope
- Department of Radiological Science, David Geffen School of Medicine, University of California Los Angeles, Los Angeles, USA
| | - Noriko Salamon
- Department of Radiological Science, David Geffen School of Medicine, University of California Los Angeles, Los Angeles, USA
| | - Benjamin M Ellingson
- UCLA Brain Tumor Imaging Laboratory (BTIL), David Geffen School of Medicine, University of California Los Angeles, Los Angeles, USA.
- Department of Radiological Science, David Geffen School of Medicine, University of California Los Angeles, Los Angeles, USA.
- UCLA Neuro-Oncology Program, David Geffen School of Medicine, University of California Los Angeles, Los Angeles, USA.
- Center for Computer Vision and Imaging Biomarkers, University of California Los Angeles, Los Angeles, USA.
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18
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Evaluation of a fluorescence endoscope in murine in-vivo auto-fluorescence glioma models. Ann Anat 2021; 237:151746. [PMID: 33894337 DOI: 10.1016/j.aanat.2021.151746] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/13/2021] [Revised: 04/03/2021] [Accepted: 04/03/2021] [Indexed: 11/23/2022]
Abstract
INTRODUCTION The value of extended and radical resection of high grade gliomas remains controversial, but the neurosurgical procedure is still vital for effective cancer treatment. Fluorescence guided surgery provides aggressive resection within the tumor margins even on microscopic levels. Aim of this study was to evaluate if a new developed fluorescence endoscope can improve intraoperative vision and tumor delineation. METHODS An autofluoresence C6 glioma cell line was established via GFP-transfection. These GFP-C6 glioma cells were transplanted both in a dorsal skinfold chamber of the mouse and orthotopically in a cranial window chamber of the mouse. After five days, tumors were examinated by intravital fluorescence microscopy, a standard fluorescence operation microscope and a fluorescence endoscope. Images were compared in terms of visualization, magnification and delineation of tumor cells from host tissue. RESULTS The fluorescence endoscope showed improved image quality and higher magnifications compared to the operation microscope. Even smallest tumor extensions were visualized by the fluorescence endoscope nearly reaching the quality of an intravital fluorescence microscope. CONCLUSIONS In summary better visualization can improve the intraoperative decision making of the surgeons. So endoscopic assistance can be seen as a promising tool for the fluorescence guided resection of high grade gliomas in the next years.
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19
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Garcia-Garcia S, García-Lorenzo B, Ramos PR, Gonzalez-Sanchez JJ, Culebras D, Restovic G, Alcover E, Pons I, Torales J, Reyes L, Sampietro-Colom L, Enseñat J. Cost-Effectiveness of Low-Field Intraoperative Magnetic Resonance in Glioma Surgery. Front Oncol 2020; 10:586679. [PMID: 33224884 PMCID: PMC7667256 DOI: 10.3389/fonc.2020.586679] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/23/2020] [Accepted: 10/09/2020] [Indexed: 12/01/2022] Open
Abstract
Object Low-field intraoperative magnetic resonance (LF-iMR) has demonstrated a slight increase in the extent of resection of intra-axial tumors while preserving patient`s neurological outcomes. However, whether this improvement is cost-effective or not is still matter of controversy. In this clinical investigation we sought to evaluate the cost-effectiveness of the implementation of a LF-iMR in glioma surgery. Methods Patients undergoing LF-iMR guided glioma surgery with gross total resection (GTR) intention were prospectively collected and compared to an historical cohort operated without this technology. Socio-demographic and clinical variables (pre and postoperative KPS; histopathological classification; Extent of resection; postoperative complications; need of re-intervention within the first year and 1-year postoperative survival) were collected and analyzed. Effectiveness variables were assessed in both groups: Postoperative Karnofsky performance status scale (pKPS); overall survival (OS); Progression-free survival (PFS); and a variable accounting for the number of patients with a greater than subtotal resection and same or higher postoperative KPS (R-KPS). All preoperative, procedural and postoperative costs linked to the treatment were considered for the cost-effectiveness analysis (diagnostic procedures, prosthesis, operating time, hospitalization, consumables, LF-iMR device, etc). Deterministic and probabilistic simulations were conducted to evaluate the consistency of our analysis. Results 50 patients were operated with LF-iMR assistance, while 146 belonged to the control group. GTR rate, pKPS, R-KPS, PFS, and 1-year OS were respectively 13,8% (not significative), 7 points (p < 0.05), 17% (p < 0.05), 38 days (p < 0.05), and 3.7% (not significative) higher in the intervention group. Cost-effectiveness analysis showed a mean incremental cost per patient of 789 € in the intervention group. Incremental cost-effectiveness ratios were 111 € per additional point of pKPS, 21 € per additional day free of progression, and 46 € per additional percentage point of R-KPS. Conclusion Glioma patients operated under LF-iMR guidance experience a better functional outcome, higher resection rates, less complications, better PFS rates but similar life expectancy compared to conventional techniques. In terms of efficiency, LF-iMR is very close to be a dominant technology in terms of R-KPS, PFS and pKPS.
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Affiliation(s)
| | - Borja García-Lorenzo
- Assessment of Innovations and New Technologies Unit, Hospital Clínic, University of Barcelona, Barcelona, Spain
| | | | | | - Diego Culebras
- Department of Neurological Surgery, Hospital Clinic, Barcelona, Spain
| | - Gabriela Restovic
- Assessment of Innovations and New Technologies Unit, Hospital Clínic, University of Barcelona, Barcelona, Spain
| | - Estanis Alcover
- Economic and Financial Management Department, Hospital Clinic, Barcelona, Spain
| | - Imma Pons
- Economic and Financial Management Department, Hospital Clinic, Barcelona, Spain
| | - Jorge Torales
- Department of Neurological Surgery, Hospital Clinic, Barcelona, Spain
| | - Luis Reyes
- Department of Neurological Surgery, Hospital Clinic, Barcelona, Spain
| | - Laura Sampietro-Colom
- Assessment of Innovations and New Technologies Unit, Hospital Clínic, University of Barcelona, Barcelona, Spain
| | - Joaquim Enseñat
- Department of Neurological Surgery, Hospital Clinic, Barcelona, Spain
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20
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Hong CS, Kundishora AJ, Elsamadicy AA, Chiang VL. Laser interstitial thermal therapy in neuro-oncology applications. Surg Neurol Int 2020; 11:231. [PMID: 32874734 PMCID: PMC7451173 DOI: 10.25259/sni_496_2019] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/26/2019] [Accepted: 07/22/2020] [Indexed: 12/14/2022] Open
Abstract
Background: Laser interstitial thermal therapy (LITT) is a minimally invasive surgical treatment for multiple intracranial pathologies that are of growing interest to neurosurgeons and their patients and is emerging as an effective alternative to standard of care open surgery in the neurosurgical armamentarium. This option was initially considered for those patients with medical comorbidities and lesion-specific characteristics that confer excessively high risk for resection through a standard craniotomy approach but indications are changing. Methods: The PubMed database was searched for studies in the English literature on LITT for the treatment of primary and metastatic brain tumors, meningiomas, as well as for radiation necrosis (RN) in previously irradiated brain tumors. Results: This review provides an update of the relevant literature regarding application of LITT in neurosurgical oncology for the treatment of de novo and recurrent primary gliomas and brain metastases radiographically regrowing after previous irradiation as recurrent tumor or RN. In addition, this review details the limited experience of LITT with meningiomas and symptomatic peritumoral edema after radiosurgery. The advantages and disadvantages, indications, and comparisons to standard of care treatments such as craniotomy for open surgical resection are discussed for each pathology. Finally, the literature on cost-benefit analyses for LITT are reviewed. Conclusion: The studies discussed in this review have helped define the role of LITT in neurosurgical oncology and delineate optimal patient selection and tumor characteristics most suitable to this intervention.
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Affiliation(s)
- Christopher S Hong
- Department of Neurosurgery, Yale University School of Medicine, New Haven, Connecticut, United States
| | - Adam J Kundishora
- Department of Neurosurgery, Yale University School of Medicine, New Haven, Connecticut, United States
| | - Aladine A Elsamadicy
- Department of Neurosurgery, Yale University School of Medicine, New Haven, Connecticut, United States
| | - Veronica L Chiang
- Department of Neurosurgery, Yale University School of Medicine, New Haven, Connecticut, United States
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21
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Domingo RA, Tripathi S, Vivas-Buitrago T, Lu VM, Chaichana KL, Quiñones-Hinojosa A. Mitotic Index and Progression-Free Survival in Atypical Meningiomas. World Neurosurg 2020; 142:191-196. [PMID: 32615290 DOI: 10.1016/j.wneu.2020.06.189] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/30/2020] [Accepted: 06/22/2020] [Indexed: 12/28/2022]
Abstract
Extent of resection and tumor grade are considered the most important predictors of progression-free survival (PFS) in meningiomas. However, adjuvant therapy for atypical meningiomas remains controversial, with variable PFS rates of up to 40%. The current mitotic index (MI) range for atypical meningiomas is broad, comprising all tumors with >4 and <20 mitotic count per 10 high-power fields, leading to substantial within-grade variation of recurrence risk, especially in borderline histologic cases, creating discordance between the clinical course and the application of the classification criteria. Using the Preferred Reporting Items for Systematic Reviews and Meta-Analyses guidelines, a search of electronic databases from inception to July 2019 identified 121 articles for screening. After proper exclusion criteria, 7 articles were included for data extraction and analysis using meta-analysis of proportions. The MI was the variable of interest in the multivariate regressions and analyzed as a predictor of recurrence using hazard ratios (HRs) (95% confidence intervals). Separate random effect models were used for studies reporting the MI as a continuous or categorical variable. The pooled study results in this meta-analysis demonstrate a homogeneous statistically significant correlation between the MI and the rate of local recurrence after surgical resection regardless of the reporting method (continuous: HR = 1.20; categorical: HR = 2.65). However, significant limitations were noted, including the lack of a standardized method for MI calculation and heterogeneity of MI reports. We encourage the community to report their experience with the MI with greater precision and uniformity to further assess the influence of the MI on PFS within atypical meningiomas.
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Affiliation(s)
- Ricardo A Domingo
- Neurologic Surgery Department, Mayo Clinic, Jacksonville, Florida, USA
| | - Shashwat Tripathi
- Neurologic Surgery Department, Mayo Clinic, Jacksonville, Florida, USA
| | | | - Victor M Lu
- Neurologic Surgery Department, Mayo Clinic, Rochester, Minnesota, USA
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22
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De Barros A, Attal J, Roques M, Nicolau J, Sol JC, Charni S, Cohen-Jonathan-Moyal E, Roux FE. Glioblastoma survival is better analyzed on preradiotherapy MRI than on postoperative MRI residual volumes: A retrospective observational study. Clin Neurol Neurosurg 2020; 196:105972. [PMID: 32512407 DOI: 10.1016/j.clineuro.2020.105972] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/20/2020] [Revised: 04/09/2020] [Accepted: 05/26/2020] [Indexed: 11/18/2022]
Abstract
OBJECTIVES Establishing an overall survival prognosis for resected glioblastoma during routine postoperative management remains a challenge. The aim of our single-center study was to assess the usefulness of basing survival analyses on preradiotherapy MRI (PRMR) rather than on postoperative MRI (POMR). PATIENTS AND METHODS A retrospective review was undertaken of 75 patients with glioblastoma treated at our institute. We collected overall survival and MRI volumetric data. We analyzed two types of volumetric data: residual tumor volume and extent of resection. Overall survival rates were compared according to these two types of volumetric data, calculated on either POMR or PRMR and according to the presence or absence of residual enhancement. RESULTS Analysis of volumetric data revealed progression of some residual tumors between POMR and PRMR. Kaplan-Meier analysis of the correlations between extent of resection, residual tumor volume, and overall survival revealed significant differences between POMR and PRMR data. Both MRI scans indicated a difference between the complete resection subgroup and the incomplete resection subgroup, as median overall survival was longer in patients with complete resection. However, differences were significant for PRMR (25.3 vs. 15.5, p = 0.012), but not for POMR (21.3 vs. 15.8 months, p = 0.145). With a residual tumor volume cut-off value of 3 cm3, Kaplan-Meier survival analysis revealed non-significant differences on POMR (p = 0.323) compared with PRMR (p = 0.007). CONCLUSION Survival in patients with resected glioblastoma was more accurately predicted by volumetric data acquired with PRMR. Differences in predicted survival between the POMR and PRMR groups can be attributed to changes in tumor behavior before adjuvant therapy.
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Affiliation(s)
- Amaury De Barros
- Pôle Neuroscience (Neurochirurgie), Toulouse University Hospital, Toulouse, France; Université Paul Sabatier, Toulouse III, 118 route de Narbonne, Toulouse, 31062, France.
| | - Justine Attal
- Université Paul Sabatier, Toulouse III, 118 route de Narbonne, Toulouse, 31062, France; Department of Radiation Oncology, Institut Universitaire du Cancer de Toulouse-Oncopôle, 1 Avenue Irène Joliot-Curie, 31059, Toulouse, France
| | - Margaux Roques
- Université Paul Sabatier, Toulouse III, 118 route de Narbonne, Toulouse, 31062, France; Neuroradiology Department, Toulouse University Hospital, Toulouse, France
| | - Julien Nicolau
- Pôle Neuroscience (Neurochirurgie), Toulouse University Hospital, Toulouse, France; Université Paul Sabatier, Toulouse III, 118 route de Narbonne, Toulouse, 31062, France
| | - Jean-Christophe Sol
- Pôle Neuroscience (Neurochirurgie), Toulouse University Hospital, Toulouse, France; Université Paul Sabatier, Toulouse III, 118 route de Narbonne, Toulouse, 31062, France
| | - Saloua Charni
- Université Paul Sabatier, Toulouse III, 118 route de Narbonne, Toulouse, 31062, France; CNRS UMR5549 Brain and Cognition (Cerco), Hôpital Purpan, Toulouse, France
| | - Elizabeth Cohen-Jonathan-Moyal
- Université Paul Sabatier, Toulouse III, 118 route de Narbonne, Toulouse, 31062, France; Department of Radiation Oncology, Institut Universitaire du Cancer de Toulouse-Oncopôle, 1 Avenue Irène Joliot-Curie, 31059, Toulouse, France; INSERM U1037, Centre de Recherche contre le Cancer de Toulouse, 1 avenue Irène Joliot-Curie, Toulouse Cedex, 31059, France
| | - Franck-Emmanuel Roux
- Pôle Neuroscience (Neurochirurgie), Toulouse University Hospital, Toulouse, France; Université Paul Sabatier, Toulouse III, 118 route de Narbonne, Toulouse, 31062, France; CNRS UMR5549 Brain and Cognition (Cerco), Hôpital Purpan, Toulouse, France
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23
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Shao J, Radakovich NR, Grabowski M, Borghei-Razavi H, Knusel K, Joshi KC, Muhsen BA, Hwang L, Barnett GH, Mohammadi AM. Lessons Learned in Using Laser Interstitial Thermal Therapy for Treatment of Brain Tumors: A Case Series of 238 Patients from a Single Institution. World Neurosurg 2020; 139:e345-e354. [PMID: 32298824 DOI: 10.1016/j.wneu.2020.03.213] [Citation(s) in RCA: 28] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/10/2019] [Revised: 03/29/2020] [Accepted: 03/30/2020] [Indexed: 12/25/2022]
Abstract
BACKGROUND Laser interstitial thermal therapy (LITT) is a novel, minimally invasive alternative to craniotomy, and as with any new technology, comes with a learning curve. OBJECTIVE We present our experience detailing the evolution of this technology in our practice in one of the largest patient cohorts to date regarding LITT in neuro-oncology. METHODS We reviewed 238 consecutive patients with brain tumor treated with LITT at our institution. Data on patient, surgery and tumor characteristics, and follow-up were collected. Patients were categorized into 2 cohorts: early (<2014, 100 patients) and recent (>2015, 138 patients). Median follow-up for the entire cohort was 8.4 months. RESULTS The indications for LITT included gliomas (70.2%), radiation necrosis (21.0%), and metastasis (8.8%). Patient demographics stayed consistent between the 2 cohorts, with the exception of age (early, 54.3; recent, 58.4; P = 0.04). Operative time (6.6 vs. 3.5; P < 0.001) and number of trajectories (53.1% vs. 77.9% with 1 trajectory; P < 0.001) also decreased in the recent cohort. There was a significant decrease in permanent motor deficits over time (15.5 vs. 4.4%; P = 0.005) and 30-day mortality (4.1% vs. 1.5%) also decreased (not statistically significant) in the recent cohort. In terms of clinical outcomes, poor preoperative Karnofsky Performance Status (≤70) were significantly correlated with increased permanent deficits (P = 0.001) and decreased overall survival (P < 0.001 for all time points). CONCLUSIONS We observed improvement in operative efficiency and permanent deficits over time and also patients with poor preoperative Karnofsky Performance Status achieved suboptimal outcomes with LITT. As many other treatment modalities, patient selection is important in this procedure.
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Affiliation(s)
- Jianning Shao
- Cleveland Clinic Lerner College of Medicine of Case Western Reserve University, Cleveland, Ohio, USA; Case Western School of Medicine, Case Western Reserve University, Cleveland, Ohio, USA
| | - Nathan R Radakovich
- Cleveland Clinic Lerner College of Medicine of Case Western Reserve University, Cleveland, Ohio, USA; Case Western School of Medicine, Case Western Reserve University, Cleveland, Ohio, USA
| | - Matthew Grabowski
- Department of Neurosurgery, Neurological Institute, Cleveland Clinic, Cleveland, Ohio, USA
| | - Hamid Borghei-Razavi
- Department of Neurosurgery, Neurological Institute, Cleveland Clinic, Cleveland, Ohio, USA
| | - Konrad Knusel
- Case Western School of Medicine, Case Western Reserve University, Cleveland, Ohio, USA
| | - Krishna C Joshi
- Department of Neurosurgery, Neurological Institute, Cleveland Clinic, Cleveland, Ohio, USA
| | - Baha'eddin A Muhsen
- Department of Neurosurgery, Neurological Institute, Cleveland Clinic, Cleveland, Ohio, USA; Rose Ella Burkhardt Brain Tumor and Neuro-Oncology Center, Cleveland Clinic, Cleveland, Ohio, USA
| | - Lee Hwang
- Department of Neurosurgery, Neurological Institute, Cleveland Clinic, Cleveland, Ohio, USA
| | - Gene H Barnett
- Cleveland Clinic Lerner College of Medicine of Case Western Reserve University, Cleveland, Ohio, USA; Department of Neurosurgery, Neurological Institute, Cleveland Clinic, Cleveland, Ohio, USA; Rose Ella Burkhardt Brain Tumor and Neuro-Oncology Center, Cleveland Clinic, Cleveland, Ohio, USA
| | - Alireza M Mohammadi
- Cleveland Clinic Lerner College of Medicine of Case Western Reserve University, Cleveland, Ohio, USA; Department of Neurosurgery, Neurological Institute, Cleveland Clinic, Cleveland, Ohio, USA; Rose Ella Burkhardt Brain Tumor and Neuro-Oncology Center, Cleveland Clinic, Cleveland, Ohio, USA.
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24
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Leung LWL, Unadkat P, Bertotti MM, Bi WL, Essayed WI, Bunevicius A, Chavakula V, Rigolo L, Fumagalli L, Tie Z, Golby AJ, Tie Y. Clinical Utility of Preoperative Bilingual Language fMRI Mapping in Patients with Brain Tumors. J Neuroimaging 2020; 30:175-183. [PMID: 32037662 DOI: 10.1111/jon.12690] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/06/2019] [Revised: 01/17/2020] [Accepted: 01/21/2020] [Indexed: 11/29/2022] Open
Abstract
BACKGROUND AND PURPOSE Previous literature has demonstrated disparity in the postoperative recovery of first and second language function of bilingual neurosurgical patients. However, it is unclear to whether preoperative brain mapping of both languages is needed. In this study, we aimed to evaluate the clinical utility of language task functional MRI (fMRI) implemented in both languages in bilingual patients. METHODS We retrospectively examined fMRI data of 13 bilingual brain tumor patients (age: 23 to 59 years) who performed antonym generation task-based fMRIs in English and non-English language. The usefulness of bilingual language mapping was evaluated using a structured survey administered to 5 neurosurgeons. Additionally, quantitative comparison between the brain activation maps of both languages was performed. RESULTS Survey responses revealed differences in raters' surgical approach, including asleep versus awake surgery and extent of resection, after viewing the language fMRI maps. Additional non-English fMRI led to changes in surgical decision-making and bettered localization of language areas. Quantitative analysis revealed an increase in laterality index (LI) in non-English fMRI compared to English fMRI. The Dice coefficient demonstrated fair overlap (.458 ± .160) between the activation maps. CONCLUSION Bilingual fMRI mapping of bilingual patients allows to better appreciate functionally active language areas that may be neglected in single language mapping. Utility of bilingual mapping was supported by changes in both surgical approach and LI measurements, suggesting its benefit on preoperative language mapping.
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Affiliation(s)
- Lok Wa Laura Leung
- Department of Neurosurgery, Brigham and Women's Hospital, Harvard Medical School, Boston, MA.,Faculty of Medicine, The Chinese University of Hong Kong, Hong Kong
| | - Prashin Unadkat
- Department of Radiology, Brigham and Women's Hospital, Harvard Medical School, Boston, MA
| | - Melina More Bertotti
- Department of Neurosurgery, Brigham and Women's Hospital, Harvard Medical School, Boston, MA.,Hospital Unimed São José, Brazil
| | - Wenya Linda Bi
- Department of Neurosurgery, Brigham and Women's Hospital, Harvard Medical School, Boston, MA
| | - Walid Ibn Essayed
- Department of Neurosurgery, Brigham and Women's Hospital, Harvard Medical School, Boston, MA
| | - Adomas Bunevicius
- Department of Neurosurgery, Brigham and Women's Hospital, Harvard Medical School, Boston, MA
| | - Vamsidhar Chavakula
- Department of Neurosurgery, Brigham and Women's Hospital, Harvard Medical School, Boston, MA
| | - Laura Rigolo
- Department of Neurosurgery, Brigham and Women's Hospital, Harvard Medical School, Boston, MA
| | - Luca Fumagalli
- Department of Neurosurgery, Brigham and Women's Hospital, Harvard Medical School, Boston, MA.,Neurocenter of Southern Switzerland, Neurosurgery Clinic, Lugano, Switzerland
| | - Ziyun Tie
- Department of Neurosurgery, Brigham and Women's Hospital, Harvard Medical School, Boston, MA.,Department of Psychology, University of California, San Diego, CA
| | - Alexandra J Golby
- Department of Neurosurgery, Brigham and Women's Hospital, Harvard Medical School, Boston, MA.,Department of Radiology, Brigham and Women's Hospital, Harvard Medical School, Boston, MA
| | - Yanmei Tie
- Department of Neurosurgery, Brigham and Women's Hospital, Harvard Medical School, Boston, MA
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25
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Bø HK, Solheim O, Kvistad KA, Berntsen EM, Torp SH, Skjulsvik AJ, Reinertsen I, Iversen DH, Unsgård G, Jakola AS. Intraoperative 3D ultrasound-guided resection of diffuse low-grade gliomas: radiological and clinical results. J Neurosurg 2020; 132:518-529. [PMID: 30717057 DOI: 10.3171/2018.10.jns181290] [Citation(s) in RCA: 17] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/09/2018] [Accepted: 10/02/2018] [Indexed: 02/06/2023]
Abstract
OBJECTIVE Extent of resection (EOR) and residual tumor volume are linked to prognosis in low-grade glioma (LGG) and there are various methods for facilitating safe maximal resection in such patients. In this prospective study the authors assess radiological and clinical results in consecutive patients with LGG treated with 3D ultrasound (US)-guided resection under general anesthesia. METHODS Consecutive LGGs undergoing primary surgery guided with 3D US between 2008 and 2015 were included. All LGGs were classified according to the WHO 2016 classification system. Pre- and postoperative volumetric assessments were performed, and volumetric results were linked to overall and malignant-free survival. Pre- and postoperative health-related quality of life (HRQoL) was evaluated. RESULTS Forty-seven consecutive patients were included. Twenty LGGs (43%) were isocitrate dehydrogenase (IDH)-mutated, 7 (14%) were IDH wild-type, 19 (40%) had both IDH mutation and 1p/19q codeletion, and 1 had IDH mutation and inconclusive 1p/19q status. Median resection grade was 93.4%, with gross-total resection achieved in 14 patients (30%). An additional 24 patients (51%) had small tumor remnants < 10 ml. A more conspicuous tumor border (p = 0.02) and lower University of California San Francisco prognostic score (p = 0.01) were associated with less remnant tumor tissue, and overall survival was significantly better with remnants < 10 ml (p = 0.03). HRQoL was maintained or improved in 86% of patients at 1 month. In both cases with severe permanent deficits, relevant ischemia was present on diffusion-weighted postoperative MRI. CONCLUSIONS Three-dimensional US-guided LGG resections under general anesthesia are safe and HRQoL is preserved in most patients. Effectiveness in terms of EOR appears to be consistent with published studies using other advanced neurosurgical tools. Avoiding intraoperative vascular injury is a key factor for achieving good functional outcome.
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Affiliation(s)
- Hans Kristian Bø
- 1Department of Diagnostic Imaging, Nordland Hospital Trust, Bodø
- Departments of2Circulation and Medical Imaging
| | - Ole Solheim
- Departments of3Neurosurgery
- 4Neuromedicine and Movement Science, and
| | | | - Erik Magnus Berntsen
- Departments of2Circulation and Medical Imaging
- 5Radiology and Nuclear Medicine, and
| | - Sverre Helge Torp
- 6Pathology, St. Olavs University Hospital, Trondheim
- 7Clinical and Molecular Medicine, Faculty of Medicine and Health Sciences, Norwegian University of Science and Technology, Trondheim
| | - Anne Jarstein Skjulsvik
- 6Pathology, St. Olavs University Hospital, Trondheim
- 7Clinical and Molecular Medicine, Faculty of Medicine and Health Sciences, Norwegian University of Science and Technology, Trondheim
| | - Ingerid Reinertsen
- 8Department of Health Research, SINTEF Technology and Society, Trondheim, Norway
| | - Daniel Høyer Iversen
- Departments of2Circulation and Medical Imaging
- 8Department of Health Research, SINTEF Technology and Society, Trondheim, Norway
| | - Geirmund Unsgård
- Departments of3Neurosurgery
- 4Neuromedicine and Movement Science, and
| | - Asgeir Store Jakola
- Departments of3Neurosurgery
- 9Department of Neurosurgery, Sahlgrenska University Hospital, Gothenburg; and
- 10Institute of Neuroscience and Physiology, Sahlgrenska Academy, Gothenburg, Sweden
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26
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Rigolo L, Essayed WI, Tie Y, Norton I, Mukundan S, Golby A. Intraoperative Use of Functional MRI for Surgical Decision Making after Limited or Infeasible Electrocortical Stimulation Mapping. J Neuroimaging 2019; 30:184-191. [PMID: 31867823 DOI: 10.1111/jon.12683] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/16/2019] [Revised: 11/09/2019] [Accepted: 11/11/2019] [Indexed: 01/08/2023] Open
Abstract
BACKGROUND AND PURPOSE Functional magnetic resonance imaging (fMRI) is becoming widely recognized as a key component of preoperative neurosurgical planning, although intraoperative electrocortical stimulation (ECS) is considered the gold standard surgical brain mapping method. However, acquiring and interpreting ECS results can sometimes be challenging. This retrospective study assesses whether intraoperative availability of fMRI impacted surgical decision-making when ECS was problematic or unobtainable. METHODS Records were reviewed for 191 patients who underwent presurgical fMRI with fMRI loaded into the neuronavigation system. Four patients were excluded as a bur-hole biopsy was performed. Imaging was acquired at 3 Tesla and analyzed using the general linear model with significantly activated pixels determined via individually determined thresholds. fMRI maps were displayed intraoperatively via commercial neuronavigation systems. RESULTS Seventy-one cases were planned ECS; however, 18 (25.35%) of these procedures were either not attempted or aborted/limited due to: seizure (10), patient difficulty cooperating with the ECS mapping (4), scarring/limited dural opening (3), or dural bleeding (1). In all aborted/limited ECS cases, the surgeon continued surgery using fMRI to guide surgical decision-making. There was no significant difference in the incidence of postoperative deficits between cases with completed ECS and those with limited/aborted ECS. CONCLUSIONS Preoperative fMRI allowed for continuation of surgery in over one-fourth of patients in which planned ECS was incomplete or impossible, without a significantly different incidence of postoperative deficits compared to the patients with completed ECS. This demonstrates additional value of fMRI beyond presurgical planning, as fMRI data served as a backup method to ECS.
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Affiliation(s)
- Laura Rigolo
- Department of Neurosurgery, Brigham and Women's Hospital, Harvard Medical School, Boston, MA.,Department of Radiology, Brigham and Women's Hospital, Harvard Medical School, Boston, MA
| | - Walid Ibn Essayed
- Department of Neurosurgery, Brigham and Women's Hospital, Harvard Medical School, Boston, MA
| | - Yanmei Tie
- Department of Neurosurgery, Brigham and Women's Hospital, Harvard Medical School, Boston, MA
| | - Isaiah Norton
- Department of Neurosurgery, Brigham and Women's Hospital, Harvard Medical School, Boston, MA
| | - Srinivasan Mukundan
- Department of Radiology, Brigham and Women's Hospital, Harvard Medical School, Boston, MA
| | - Alexandra Golby
- Department of Neurosurgery, Brigham and Women's Hospital, Harvard Medical School, Boston, MA.,Department of Radiology, Brigham and Women's Hospital, Harvard Medical School, Boston, MA
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27
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Matsui Y, Maruyama T, Nitta M, Saito T, Tsuzuki S, Tamura M, Kusuda K, Fukuya Y, Asano H, Kawamata T, Masamune K, Muragaki Y. Prediction of lower-grade glioma molecular subtypes using deep learning. J Neurooncol 2019; 146:321-327. [PMID: 31865510 DOI: 10.1007/s11060-019-03376-9] [Citation(s) in RCA: 48] [Impact Index Per Article: 9.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/05/2019] [Accepted: 12/18/2019] [Indexed: 12/16/2022]
Abstract
INTRODUCTION It is useful to know the molecular subtype of lower-grade gliomas (LGG) when deciding on a treatment strategy. This study aims to diagnose this preoperatively. METHODS A deep learning model was developed to predict the 3-group molecular subtype using multimodal data including magnetic resonance imaging (MRI), positron emission tomography (PET), and computed tomography (CT). The performance was evaluated using leave-one-out cross validation with a dataset containing information from 217 LGG patients. RESULTS The model performed best when the dataset contained MRI, PET, and CT data. The model could predict the molecular subtype with an accuracy of 96.6% for the training dataset and 68.7% for the test dataset. The model achieved test accuracies of 58.5%, 60.4%, and 59.4% when the dataset contained only MRI, MRI and PET, and MRI and CT data, respectively. The conventional method used to predict mutations in the isocitrate dehydrogenase (IDH) gene and the codeletion of chromosome arms 1p and 19q (1p/19q) sequentially had an overall accuracy of 65.9%. This is 2.8 percent point lower than the proposed method, which predicts the 3-group molecular subtype directly. CONCLUSIONS A deep learning model was developed to diagnose the molecular subtype preoperatively based on multi-modality data in order to predict the 3-group classification directly. Cross-validation showed that the proposed model had an overall accuracy of 68.7% for the test dataset. This is the first model to double the expected value for a 3-group classification problem, when predicting the LGG molecular subtype.
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Affiliation(s)
- Yutaka Matsui
- Faculty of Advanced Techno-Surgery, Institute of Advanced Biomedical Engineering and Science, Tokyo Women's Medical University, 8-1 Kawada-cho, Shinjuku-ku, Tokyo, 162-8666, Japan
- Technical Department, Atom Medical Corporation, Tokyo, Japan
| | - Takashi Maruyama
- Faculty of Advanced Techno-Surgery, Institute of Advanced Biomedical Engineering and Science, Tokyo Women's Medical University, 8-1 Kawada-cho, Shinjuku-ku, Tokyo, 162-8666, Japan
- Department of Neurosurgery, Tokyo Women's Medical University, Tokyo, Japan
| | - Masayuki Nitta
- Faculty of Advanced Techno-Surgery, Institute of Advanced Biomedical Engineering and Science, Tokyo Women's Medical University, 8-1 Kawada-cho, Shinjuku-ku, Tokyo, 162-8666, Japan
- Department of Neurosurgery, Tokyo Women's Medical University, Tokyo, Japan
| | - Taiichi Saito
- Department of Neurosurgery, Tokyo Women's Medical University, Tokyo, Japan
| | - Shunsuke Tsuzuki
- Department of Neurosurgery, Tokyo Women's Medical University, Tokyo, Japan
| | - Manabu Tamura
- Faculty of Advanced Techno-Surgery, Institute of Advanced Biomedical Engineering and Science, Tokyo Women's Medical University, 8-1 Kawada-cho, Shinjuku-ku, Tokyo, 162-8666, Japan
- Department of Neurosurgery, Tokyo Women's Medical University, Tokyo, Japan
| | - Kaori Kusuda
- Faculty of Advanced Techno-Surgery, Institute of Advanced Biomedical Engineering and Science, Tokyo Women's Medical University, 8-1 Kawada-cho, Shinjuku-ku, Tokyo, 162-8666, Japan
| | - Yasukazu Fukuya
- Faculty of Advanced Techno-Surgery, Institute of Advanced Biomedical Engineering and Science, Tokyo Women's Medical University, 8-1 Kawada-cho, Shinjuku-ku, Tokyo, 162-8666, Japan
| | - Hidetsugu Asano
- Faculty of Advanced Techno-Surgery, Institute of Advanced Biomedical Engineering and Science, Tokyo Women's Medical University, 8-1 Kawada-cho, Shinjuku-ku, Tokyo, 162-8666, Japan
- Technical Department, Atom Medical Corporation, Tokyo, Japan
| | - Takakazu Kawamata
- Department of Neurosurgery, Tokyo Women's Medical University, Tokyo, Japan
| | - Ken Masamune
- Faculty of Advanced Techno-Surgery, Institute of Advanced Biomedical Engineering and Science, Tokyo Women's Medical University, 8-1 Kawada-cho, Shinjuku-ku, Tokyo, 162-8666, Japan
| | - Yoshihiro Muragaki
- Faculty of Advanced Techno-Surgery, Institute of Advanced Biomedical Engineering and Science, Tokyo Women's Medical University, 8-1 Kawada-cho, Shinjuku-ku, Tokyo, 162-8666, Japan.
- Department of Neurosurgery, Tokyo Women's Medical University, Tokyo, Japan.
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28
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Abdullayev OA, Gaitan AS, Salim N, Sergeyev GS, Marmazeyev IV, Chesnulis E, Goryainov SA, Krivoshapkin AL. [Repetitive resection and intrasurgery radiation therapy of brain malignant gliomas: history of question and modern state of problem]. ZHURNAL VOPROSY NEĬROKHIRURGII IMENI N. N. BURDENKO 2019; 83:101-108. [PMID: 31825381 DOI: 10.17116/neiro201983051101] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
Abstract
Numerous studies have shown that the degree of primary resection of malignant gliomas of the brain (MG) directly correlates with rates of relapse-free and overall patient survival. Currently, there is no unequivocal opinion regarding the indications and effectiveness of repeated resection in relapse of MG after combined treatment. Surgical intervention, taking into account the pathomorphological features of these tumors, is not healing and should be supplemented with certain methods of adjuvant treatment. The article reviews and analyzes publications devoted to repeated resection and various methods of intraoperative radiation therapy in the treatment of MG. Based on the analysis, the authors of the article came to the conclusion that it is advisable to start their own research on the use of intraoperative balloon brachytherapy in the treatment of recurrent MG based on modern technological solutions.
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Affiliation(s)
- O A Abdullayev
- Novosibirsk State Medical University Ministry of Health, Novosibirsk, Russia; European Medical Center, Moscow, Russia
| | | | - N Salim
- European Medical Center, Moscow, Russia
| | | | | | - E Chesnulis
- Hirslanden Clinic, Center of Neurosurgery, Zurich, Switzerland
| | | | - A L Krivoshapkin
- Novosibirsk State Medical University Ministry of Health, Novosibirsk, Russia; European Medical Center, Moscow, Russia
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29
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Haraldseide LM, Jakola AS, Solheim O, Sagberg LM. Does preoperative health-related quality of life predict survival in high-grade glioma patients? - a prospective study. Br J Neurosurg 2019; 34:28-34. [PMID: 31809598 DOI: 10.1080/02688697.2019.1698011] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/12/2022]
Abstract
Purpose: To explore if preoperative patient-reported health-related quality of life (HRQoL) provides additional prognostic value as a supplement to other preoperatively known clinical factors in patients with high-grade glioma (HGG).Methods: In a prospective explorative study, 114 patients with high-grade glioma were included. The participants completed the generic HRQoL questionnaire EQ-5D 3L, and the disease-specific questionnaires EORTC QLQ-C30 and EORTC QLQ-BN20 1-3 days before surgery. Operating neurosurgeons scored the patient's preoperative functional level by using Karnofsky Performance Status (KPS). Univariate and multivariate Cox regression analyses were performed to identify HRQoL domains that were associated with survival. Kaplan-Meier survival curves and Log-rank tests were used to visualize differences in survival between groups.Results: In addition to preoperative KPS and age, the EORTC QLQ-BN20 subdomains 'seizures' (HR 0.98, p < .006), 'itchy skin' (HR 1.01, p < .036) and 'bladder control' (HR 1.01, p < .023) were statistically significant independent predictors of survival in a multivariate cox model.Conclusions: Our results suggest that in patients with HGG, certain preoperative symptom scales within EORTC QLQ-BN20 may provide additional prognostic information to supplement other clinical prognostic factors. However, further studies are required to validate our findings. Overall the instruments EQ-5D 3L and EORTC QLQ-C30 do not seem to provide much additional valuable prognostic information to already known prognostic factors.
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Affiliation(s)
- Lisa Marie Haraldseide
- Department of Circulation and Medical Imaging, Faculty of Medicine and Health Sciences, Norwegian University of Science and Technology, Trondheim, Norway
| | - Asgeir Store Jakola
- Department of Neurosurgery, St Olavs University Hospital, Trondheim, Norway.,Department of Neurosurgery, Sahlgrenska University Hospital, Gothenburg, Sweden.,Institute of Neuroscience and Physiology, University of Gothenburg, Sahlgrenska Academy, Gothenburg, Sweden
| | - Ole Solheim
- Department of Neurosurgery, St Olavs University Hospital, Trondheim, Norway.,Department of Neuromedicine and Movement Science, Faculty of Medicine and Health Sciences, Norwegian University of Science and Technology, Trondheim, Norway
| | - Lisa Millgård Sagberg
- Department of Neurosurgery, St Olavs University Hospital, Trondheim, Norway.,Department of Neuromedicine and Movement Science, Faculty of Medicine and Health Sciences, Norwegian University of Science and Technology, Trondheim, Norway
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30
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Krivoshapkin A, Gaytan A, Salim N, Abdullaev O, Sergeev G, Marmazeev I, Cesnulis E, Killeen T. Repeat Resection and Intraoperative Radiotherapy for Malignant Gliomas of the Brain: A History and Review of Current Techniques. World Neurosurg 2019; 132:356-362. [PMID: 31536810 DOI: 10.1016/j.wneu.2019.09.037] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/30/2019] [Revised: 09/05/2019] [Accepted: 09/06/2019] [Indexed: 02/06/2023]
Abstract
The degree of primary resection of malignant brain gliomas (MBGs) has correlated positively with progression-free and overall survival. The indications for surgery and reoperation in MBG relapse remain controversial. Surgery will not be curative and should be followed by adjuvant treatment. We reviewed the reported studies with respect to repeat resection and the various methods of intraoperative radiotherapy for MBGs from the initial experience with high-energy linear accelerators in Japan to modern, integrated brachytherapy solutions using solid and balloon applicators. Because of the findings from our review, we have begun to research into the use of intraoperative balloon brachytherapy for recurrent MBGs.
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Affiliation(s)
- Alexey Krivoshapkin
- Novosibirsk State Medical University, Novosibirsk, Russian Federation; European Medical Center, Moscow, Russian Federation.
| | | | - Nidal Salim
- European Medical Center, Moscow, Russian Federation
| | - Orkhan Abdullaev
- Novosibirsk State Medical University, Novosibirsk, Russian Federation; European Medical Center, Moscow, Russian Federation
| | - Gleb Sergeev
- European Medical Center, Moscow, Russian Federation
| | | | - Evaldas Cesnulis
- Department of Neurosurgery, Klinik Hirslanden, Zurich, Switzerland
| | - Tim Killeen
- Department of Neurosurgery, Klinik Hirslanden, Zurich, Switzerland
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Picart T, Berhouma M, Dumot C, Pallud J, Metellus P, Armoiry X, Guyotat J. Optimization of high-grade glioma resection using 5-ALA fluorescence-guided surgery: A literature review and practical recommendations from the neuro-oncology club of the French society of neurosurgery. Neurochirurgie 2019; 65:164-177. [PMID: 31125558 DOI: 10.1016/j.neuchi.2019.04.005] [Citation(s) in RCA: 16] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/27/2019] [Revised: 04/17/2019] [Accepted: 04/28/2019] [Indexed: 11/20/2022]
Abstract
BACKGROUND When feasible, the surgical resection is the standard first step of the management of high-grade gliomas. 5-ALA fluorescence-guided-surgery (5-ALA-FGS) was developed to ease the intra-operative delineation of tumor borders in order to maximize the extent of resection. METHODS A Medline electronic database search was conducted. English language studies from January 1998 until July 2018 were included, following the PRISMA guidelines. RESULTS 5-ALA can be considered as a specific tool for the detection of tumor remnant but has a weaker sensibility (level 2). 5-ALA-FGS is associated with a significant increase in the rate of gross total resection reaching more than 90% in some series (level 1). Consistently, 5-ALAFGS improves progression-free survival (level 1). However, the gain in overall survival is more debated. The use of 5-ALA-FGS in eloquent areas is feasible but requires simultaneous intraoperative electrophysiologic functional brain monitoring to precisely locate and preserve eloquent areas (level 2). 5-ALA is usable during the first resection of a glioma but also at recurrence (level 2). From a practical standpoint, 5-ALA is orally administered 3 hours before the induction of anesthesia, the recommended dose being 20 mg/kg. Intra-operatively, the procedure is performed as usually with a central debulking and a peripheral dissection during which the surgeon switches from white to blue light. Provided that some precautions are observed, the technique does not expose the patient to particular complications. CONCLUSION Although 5-ALA-FGS contributes to improve gliomas management, there are still some limitations. Future methods will be developed to improve the sensibility of 5-ALA-FGS.
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Affiliation(s)
- T Picart
- Service de neurochirurgie D, hospices civils de Lyon, hôpital neurologique Pierre-Wertheimer, 59, boulevard Pinel, 69677 Bron, France; Inserm 1052, UMR 5286,Team ATIP/AVENIR Transcriptomic diversity of stem cells, centre de cancérologie de Lyon, centre Léon-Bérard, 69008 Lyon, France.
| | - M Berhouma
- Service de neurochirurgie D, hospices civils de Lyon, hôpital neurologique Pierre-Wertheimer, 59, boulevard Pinel, 69677 Bron, France; CREATIS Laboratory, Inserm U1206, UMR 5220, université de Lyon, 69100 Villeurbanne, France
| | - C Dumot
- Service de neurochirurgie D, hospices civils de Lyon, hôpital neurologique Pierre-Wertheimer, 59, boulevard Pinel, 69677 Bron, France; CREATIS Laboratory, Inserm U1206, UMR 5220, université de Lyon, 69100 Villeurbanne, France
| | - J Pallud
- Département de neurochirurgie, hôpital Sainte-Anne, 75014 Paris, France; Université Paris Descartes, Sorbonne Paris Cité, 75005 Paris, France; IMA-Brain, Inserm U894, institut de psychiatrie et neurosciences de Paris, 7013 Paris, France
| | - P Metellus
- Hôpital Privé Clairval, Ramsay général de santé, 13009 Marseille, France; UMR 7051, institut de neurophysiopathologie, université d'Aix-Marseille, 13344 Marseille, France
| | - X Armoiry
- MATEIS (Team I2B), University of Lyon, Lyon school of pharmacy, 69008 Lyon, France; Édouard-Herriot Hospital, Pharmacy Department, 69008 Lyon, France; University of Warwick, Warwick Medical School, Coventry, UK
| | - J Guyotat
- Service de neurochirurgie D, hospices civils de Lyon, hôpital neurologique Pierre-Wertheimer, 59, boulevard Pinel, 69677 Bron, France
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Osman H, Elsahy D, Slivova V, Thompson C, Georges J, Yocom S, Cohen-Gadol AA. Neurosurgical Flexible Probe Microscopy with Enhanced Architectural and Cytological Detail. World Neurosurg 2019; 128:e929-e937. [PMID: 31100529 DOI: 10.1016/j.wneu.2019.05.039] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/16/2019] [Revised: 05/03/2019] [Accepted: 05/04/2019] [Indexed: 10/26/2022]
Abstract
BACKGROUND Microscopic delineation and clearance of tumor cells at neurosurgical excision margins potentially reduce tumor recurrence and increase patient survival. Probe-based in vivo fluorescence microscopy technologies are promising for neurosurgical in vivo microscopy. OBJECTIVE We sought to demonstrate a flexible fiberoptic epifluorescence microscope capable of enhanced architectural and cytological imaging for in vivo microscopy during neurosurgical procedures. METHODS Eighteen specimens were procured from neurosurgical procedures. These specimens were stained with acridine orange and imaged with a 3-dimensional (3D)-printed epifluorescent microscope that incorporates a flexible fiberoptic probe. Still images and video sequence frames were processed using frame alignment, signal projection, and pseudo-coloring, resulting in resolution enhancement and an increased field of view. RESULTS Images produced displayed good nuclear contrast and architectural detail. Grade 1 meningiomas demonstrated 3D chords and whorls. Low-grade meningothelial nuclei showed streaming and displayed regularity in size, shape, and distribution. Oligodendrogliomas showed regular round nuclei and a variably staining background. Glioblastomas showed high degrees of nuclear pleomorphism and disarray. Mitoses, vascular proliferation, and necrosis were evident. CONCLUSIONS We demonstrate the utility of a 3D-printed, flexible probe microscope for high-resolution microscopic imaging with increased architectural detail. Enhanced in vivo imaging using this device may improve our ability to detect and decrease microscopic tumor burden at excision margins during neurosurgical procedures.
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Affiliation(s)
- Hany Osman
- Wellman Center for Photomedicine, Massachusetts General Hospital and Harvard Medical School, Boston, Massachusetts, USA
| | - Deena Elsahy
- Department of Obstetrics and Gynecology, Indiana University School of Medicine, Indianapolis, Indiana, USA
| | - Veronika Slivova
- Enterprise Clinical Research Operations Biorepository, Indiana University Health, Indianapolis, Indiana, USA
| | - Corey Thompson
- Enterprise Clinical Research Operations Biorepository, Indiana University Health, Indianapolis, Indiana, USA
| | - Joseph Georges
- Department of Neurosurgery, Philadelphia College of Osteopathic Medicine, Philadelphia, Pennsylvania, USA
| | - Steven Yocom
- Department of Neurosurgery, Philadelphia College of Osteopathic Medicine, Philadelphia, Pennsylvania, USA
| | - Aaron A Cohen-Gadol
- Goodman Campbell Brain and Spine and Indiana University Department of Neurological Surgery, Indianapolis, Indiana, USA.
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Lasocki A, Gaillard F. Non-Contrast-Enhancing Tumor: A New Frontier in Glioblastoma Research. AJNR Am J Neuroradiol 2019; 40:758-765. [PMID: 30948373 DOI: 10.3174/ajnr.a6025] [Citation(s) in RCA: 81] [Impact Index Per Article: 16.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/08/2018] [Accepted: 02/05/2019] [Indexed: 11/07/2022]
Abstract
There is a growing understanding of the prognostic importance of non-contrast-enhancing tumor in glioblastoma, and recent attempts at more aggressive management of this component using neurosurgical resection and radiosurgery have been shown to prolong survival. Optimizing these therapeutic strategies requires an understanding of the features that can distinguish non-contrast-enhancing tumor from other processes, in particular vasogenic edema; however, the limited and heterogeneous manner in which it has been defined in the literature limits clinical translation. This review covers pertinent literature on our growing understanding of non-contrast-enhancing tumor and focuses on key conventional MR imaging features for improving its delineation. Such features include subtle differences in the degree of FLAIR hyperintensity, gray matter involvement, and focal mass effect. Improved delineation of tumor from edema will facilitate more aggressive management of this component and potentially realize associated survival benefits.
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Affiliation(s)
- A Lasocki
- From the Department of Cancer Imaging (A.L.), Peter MacCallum Cancer Centre, Melbourne, Victoria, Australia .,Sir Peter MacCallum Departments of Oncology (A.L.)
| | - F Gaillard
- Radiology (F.G.), University of Melbourne, Parkville, Victoria, Australia.,Department of Radiology (F.G.), Royal Melbourne Hospital, Parkville, Victoria, Australia
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Schipmann S, Brix T, Varghese J, Warneke N, Schwake M, Brokinkel B, Ewelt C, Dugas M, Stummer W. Adverse events in brain tumor surgery: incidence, type, and impact on current quality metrics. Acta Neurochir (Wien) 2019; 161:287-306. [PMID: 30635727 DOI: 10.1007/s00701-018-03790-4] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/01/2018] [Accepted: 12/24/2018] [Indexed: 12/12/2022]
Abstract
BACKGROUND The aim of the study was to determine pre-operative factors associated with adverse events occurring within 30 days after neurosurgical tumor treatment in a German center, adjusting for their incidence in order to prospectively compare different centers. METHODS Adult patients that were hospitalized due to a benign or malignant brain were retrospectively assessed for quality indicators and adverse events. Analyses were performed in order to determine risk factors for adverse events and reasons for readmission and reoperation. RESULTS A total of 2511 cases were enrolled. The 30 days unplanned readmission rate to the same hospital was 5.7%. The main reason for readmission was tumor progression. Every 10th patient had an unplanned reoperation. The incidence of surgical revisions due to infections was 2.3%. Taking together all monitored adverse events, male patients had a higher risk for any of these complications (OR 1.236, 95%CI 1.025-1.490, p = 0.027). Age, sex, and histological diagnosis were predictors of experiencing any complication. Adjusted by incidence, the increased risk ratios greater than 10.0% were found for male sex, age, metastatic tumor, and hemiplegia for various quality indicators. CONCLUSIONS We found that most predictors of outcome rates are based on preoperative underlying medical conditions and are not modifiable by the surgeon. Comparing our results to the literature, we conclude that differences in readmission and reoperation rates are strongly influenced by standards in decision making and that comparison of outcome rates between different health-care providers on an international basis is challenging. Each health-care system has to develop own metrics for risk adjustment that require regular reassessment.
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Affiliation(s)
- Stephanie Schipmann
- Department of Neurosurgery, University Hospital Münster, Albert-Schweitzer-Campus 1, 48149, Münster, Germany.
| | - Tobias Brix
- Institute of Medical Informatics, University Hospital Münster, Münster, Germany
| | - Julian Varghese
- Institute of Medical Informatics, University Hospital Münster, Münster, Germany
| | - Nils Warneke
- Department of Neurosurgery, University Hospital Münster, Albert-Schweitzer-Campus 1, 48149, Münster, Germany
| | - Michael Schwake
- Department of Neurosurgery, University Hospital Münster, Albert-Schweitzer-Campus 1, 48149, Münster, Germany
| | - Benjamin Brokinkel
- Department of Neurosurgery, University Hospital Münster, Albert-Schweitzer-Campus 1, 48149, Münster, Germany
| | - Christian Ewelt
- Department of Neurosurgery, University Hospital Münster, Albert-Schweitzer-Campus 1, 48149, Münster, Germany
| | - Martin Dugas
- Institute of Medical Informatics, University Hospital Münster, Münster, Germany
| | - Walter Stummer
- Department of Neurosurgery, University Hospital Münster, Albert-Schweitzer-Campus 1, 48149, Münster, Germany
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Determining a cut-off residual tumor volume threshold for patients with newly diagnosed glioblastoma treated with temozolomide chemoradiotherapy: A multicenter cohort study. J Clin Neurosci 2019; 63:134-141. [PMID: 30712777 DOI: 10.1016/j.jocn.2019.01.022] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/09/2018] [Revised: 12/26/2018] [Accepted: 01/18/2019] [Indexed: 11/20/2022]
Abstract
Standard-of-care treatment of glioblastomas involves maximal safe resection and adjuvant temozolomide chemo-radiotherapy. Although extent of resection (EOR) is a well-known surgical predictor for overall survival most lesions cannot be completely resected. We hypothesize that in the event of incomplete resection, residual tumor volume (RTV) may be a more significant predictor than EOR. This was a multicenter retrospective review of 147 adult glioblastoma patients (mean age 53 years) that underwent standard treatment. Semiautomatic magnetic resonance imaging segmentation was performed for pre- and postoperative scans for volumetric analysis. Cox proportional hazards regression and Kaplan-Meier survival analyses were performed for prognostic factors including: age, Karnofsky performance score (KPS), O(6)-methylguanine methyltransferase (MGMT) promoter methylation status, EOR and RTV. EOR and RTV cut-off values for improved OS were determined and internally validated by receiver operator characteristic (ROC) analysis for 12-month overall survival. Half of the tumors had MGMT promoter methylation (77, 52%). The median tumor volume, EOR and RTV were 43.20 cc, 93.5%, and 3.80 cc respectively. Gross total resection was achieved in 52 patients (35%). Cox proportional hazards regression, ROC and maximum Youden index analyses for RTV and EOR showed that a cut-off value of <3.50 cc (HR 0.69; 95% CI 0.48-0.98) and ≥84% (HR 0.64; 95% CI 0.43-0.96) respectively conferred an overall survival advantage. Independent overall survival predictors were MGMT promoter methylation (adjusted HR 0.35; 95% CI 0.23-0.55) and a RTV of <3.50 cc (adjusted HR 0.53; 95% CI 0.29-0.95), but not EOR for incompletely resected glioblastomas.
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Gao W, Wang X, Li F, Shi W, Li H, Zeng Q. Cho/Cr ratio at MR spectroscopy as a biomarker for cellular proliferation activity and prognosis in glioma: correlation with the expression of minichromosome maintenance protein 2. Acta Radiol 2019; 60:106-112. [PMID: 29665708 DOI: 10.1177/0284185118770899] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/29/2022]
Abstract
BACKGROUND Magnetic resonance (MR) spectroscopy (1H-MRS) has been demonstrated to be useful in grading glioma, but the utility in assessing cellular proliferation activity and prognosis correlated with the expression of minichromosome maintenance protein 2 (MCM2) has not been reported. PURPOSE To explore the correlation between proton MR spectroscopy parameters (including choline [Cho]/creatine [Cr], N-acetyl aspartate [NAA]/Cr, and Cho/NAA ratios) and the expression of MCM2 and to further evaluate whether 1H-MRS can predict cell proliferative activity and provide prognostic information in high-grade gliomas (HGGs). MATERIAL AND METHODS Forty-three patients with histopathologically confirmed gliomas were involved in this study. All patients underwent 1H-MRS examination before surgery. Proliferative activity of gliomas was evaluated by MCM2 labeling index (LI). Pearson correlation analysis and empiric receiver operating characteristic (ROC) curves were performed. The Kaplan-Meier method and Cox regression were used for survival analysis. RESULTS Significant correlation was observed between the Cho/Cr ratio and MCM2 LI ( r = 0.522, P < 0.01); however, there was no correlation between MCM2 LI and the Cho/NAA or NAA/Cr ratios ( r = 0.295, P = 0.55 and r = -0.042, P = 0.788, respectively). According to ROC analysis, MCM2 LI of 50% and Cho/Cr ratio of 2.68 represented the optimized cut-off values, respectively, to distinguish longer or shorter survival than 15 months in HGGs patients. Multivariate analysis revealed that both the Cho/Cr ratio and MCM2 expression were independent prognostic markers. CONCLUSION Cho/Cr ratio has a potential in predicting the expression of MCM2 and can evaluate cell proliferative activity noninvasively. Both the Cho/Cr ratio and MCM2 expression are independent prognostic markers in patients with HGGs.
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Affiliation(s)
- Wenjing Gao
- Department of Radiology, Qilu Hospital of Shandong University, Jinan, Shandong Province, PR China
| | - Xiao Wang
- Department of Radiology, Qilu Hospital of Shandong University, Jinan, Shandong Province, PR China
| | - Fuyan Li
- Department of Radiology, Shandong Medical Imaging Research Institute, Jinan, Shandong Province, PR China
| | - Wenqi Shi
- Department of Radiology, The Third Affiliated Hospital of Sun Yat-sen University, Guangzhou Province, PR China
| | - Hongxia Li
- Department of Radiology, The Second Hospital of Shandong University, Jinan, Shandong Province, PR China
| | - Qingshi Zeng
- Department of Radiology, Qilu Hospital of Shandong University, Jinan, Shandong Province, PR China
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Abstract
For the neurosurgical oncologist, a specialty practice in gliomas represents an intersection of tailored surgical approaches, emerging intraoperative technologies, expanding surgical trial portfolios, and new paradigms in glioma biology. Assembling these disparate pieces into a cohesive career trajectory is a difficult task but ultimately enables the subspecialist to navigate all domains relevant to improving glioma patient outcomes. Within the larger clinical and basic science community, thoughtful integration and intensive collaborations are essential mechanisms when building a multidisciplinary glioma program.
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Affiliation(s)
- Nader Sanai
- Division of Neurosurgical Oncology, Ivy Brain Tumor Center, Barrow Neurological Institute, 2910 North Third Avenue, Phoenix, AZ 85013, USA.
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Marra JS, Mendes GP, Yoshinari GH, da Silva Guimarães F, Mazin SC, de Oliveira HF. Survival after radiation therapy for high-grade glioma. Rep Pract Oncol Radiother 2018; 24:35-40. [PMID: 30337846 DOI: 10.1016/j.rpor.2018.09.003] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/18/2017] [Revised: 01/28/2018] [Accepted: 09/12/2018] [Indexed: 10/28/2022] Open
Abstract
Background High-grade gliomas (HGGs) are a heterogeneous disease group, with variable prognosis, inevitably causing deterioration of the quality of life. The estimated 2-year overall survival is 20%, despite the best trimodality treatment consisting of surgery, chemotherapy, and radiotherapy. Aim To evaluate long-term survival outcomes and factors influencing the survival of patients with high-grade gliomas treated with radiotherapy. Materials and methods Data from 47 patients diagnosed with high-grade gliomas between 2009 and 2014 and treated with three-dimensional radiotherapy (3DRT) or intensity-modulated radiotherapy (IMRT) were analyzed retrospectively. Results Median survival was 16.6 months; 29 patients (62%) died before the time of analysis. IMRT was employed in 68% of cases. The mean duration of radiotherapy was 56 days, and the mean delay to the start of radiotherapy was 61.7 days (range, 27-123 days). There were no statistically significant effects of duration of radiotherapy or delay to the start of radiotherapy on patient outcomes. Conclusions Age, total amount of gross resection, histological type, and use of adjuvant temozolomide influenced survival rate (p < 0.05). The estimated overall survival was 18 months (Kaplan-Meier estimator). Our results corroborated those reported in the literature.
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Affiliation(s)
- Joana Spaggiari Marra
- Department of Radiation Oncology, Hospital das Clínicas de Ribeirão Preto, Universidade de São Paulo, Ribeirão Preto, SP, Brazil.,Department of Radiation Oncology, Hospital Regional do Cancer de Passos, Passos, MG, Brazil
| | - Guilherme Paulão Mendes
- Department of Radiation Oncology, Centro de Radioterapia de São Carlos, São Carlos, SP, Brazil.,Department of Radiation Oncology, Serviço de Radioterapia da Santa Casa de Araraquara, Araraquara, SP, Brazil
| | - Gerson Hiroshi Yoshinari
- Department of Radiation Oncology, Hospital Márcio Cunha, Fundação São Francisco Xavier, Ipatinga, MG, Brazil
| | - Flávio da Silva Guimarães
- Department of Radiation Oncology, Centro de Radioterapia de São Carlos, São Carlos, SP, Brazil.,Department of Radiation Oncology, Hospital das Clínicas de Ribeirão Preto, Universidade de São Paulo, Ribeirão Preto, SP, Brazil
| | - Suleimy Cristina Mazin
- Department of Gynaecology and Obstetrics, Hospital das Clínicas de Ribeirão Preto, Universidade de São Paulo, Ribeirão Preto - SP, Brazil
| | - Harley Francisco de Oliveira
- Department of Radiation Oncology, Hospital Márcio Cunha, Fundação São Francisco Xavier, Ipatinga, MG, Brazil.,Department of Gynaecology and Obstetrics, Hospital das Clínicas de Ribeirão Preto, Universidade de São Paulo, Ribeirão Preto - SP, Brazil.,Department of Radiation Oncology, Faculdade de Medicina de Ribeirão Preto, Universidade de São Paulo, Ribeirão Preto, SP, Brazil.,Department of Radiation Oncology, Centro de Tratamento em Radio-oncologia, Ribeirão Preto, SP, Brazil
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Chowdhury T, Zeiler FA, Singh GP, Hailu A, Loewen H, Schaller B, Cappellani RB, West M. The Role of Intraoperative MRI in Awake Neurosurgical Procedures: A Systematic Review. Front Oncol 2018; 8:434. [PMID: 30364103 PMCID: PMC6191486 DOI: 10.3389/fonc.2018.00434] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/06/2018] [Accepted: 09/17/2018] [Indexed: 11/15/2022] Open
Abstract
Background: Awake craniotomy for brain tumors remains an important tool in the arsenal of the treating neurosurgeon working in eloquent areas of the brain. Furthermore, with the implementation of intraoperative magnetic resonance imaging (I-MRI), one can afford the luxury of imaging to assess surgical resection of the underlying gross imaging defined neuropathology and the surrounding eloquent areas. Ideally, the combination of I-MRI and awake craniotomy could provide the maximal lesion resection with the least morbidity and mortality. However, more resection with the aid of real time imaging and awake craniotomy techniques might give opposite outcome results. The goal of this systematic review.is to identify the available literature on combined I-MRI and awake craniotomy techniques, to better understand the potential morbidity and mortality associated. Methods: MEDLINE, EMBASE, and CENTRAL were searched from inception up to December 2016. A total of 10 articles met inclusion in to the review, with a total of 324 adult patients. Results: All studies showed transient neurological deficits between 2.9 to 76.4%. In regards to persistent morbidity, the mean was ~10% (ranges from zero to 35.3%) with a follow up period between 5 days and 6 months. Conclusion: The preliminary results of this review also suggest this combined technique may impose acceptable post-operative complication profiles and morbidity. However, this is based on low quality evidence, and is therefore questionable. Further, well-designed future trials with the long-term follow-up are needed to provide various aspects of feasibility and outcome data for this approach.
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Affiliation(s)
- Tumul Chowdhury
- Department of Anesthesiology, Perioperative and Pain Medicine, University of Manitoba, Winnipeg, MB, Canada
| | - Frederick A Zeiler
- Section of Neurosurgery, Department of Surgery, University of Manitoba, Winnipeg, MB, Canada.,Clincian Investigator Program, University of Manitoba, Winnipeg, MB, Canada.,Division of Anaesthesia, Department of Medicine, Addenbrooke's Hospital, University of Cambridge, Cambridge, United Kingdom
| | - Gyaninder P Singh
- Department of Neuroanaesthesiology & Critical Care, Neurosciences Centre, All India Institute of Medical Sciences, New Delhi, India
| | - Abseret Hailu
- Max Rady College of Medicine, University of Manitoba, Winnipeg, MB, Canada
| | - Hal Loewen
- College of Rehabilitation Sciences Librarian, Neil John Maclean Health Science Library, University of Manitoba, Winnipeg, MB, Canada
| | - Bernhard Schaller
- Department of Primary Care, University of Zurich, Zurich, Switzerland
| | - Ronald B Cappellani
- Department of Anesthesiology, Perioperative and Pain Medicine, University of Manitoba, Winnipeg, MB, Canada
| | - Michael West
- Section of Neurosurgery, Department of Surgery, University of Manitoba, Winnipeg, MB, Canada
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Optical Characterization of Neurosurgical Operating Microscopes: Quantitative Fluorescence and Assessment of PpIX Photobleaching. Sci Rep 2018; 8:12543. [PMID: 30135440 PMCID: PMC6105612 DOI: 10.1038/s41598-018-30247-6] [Citation(s) in RCA: 29] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/07/2018] [Accepted: 07/25/2018] [Indexed: 01/01/2023] Open
Abstract
Protoporphyrin IX (PpIX) induced by 5-aminolevulinic acid (5-ALA) is increasingly used as a fluorescent marker for fluorescence-guided resection of malignant gliomas. Understanding how the properties of the excitation light source and PpIX fluorescence interact with the surgical microscope is critical for effective use of the fluorescence-guided tumor resection technique. In this study, we performed a detailed assessment of the intensity of the emitted blue light and white light and the light beam profile of clinical grade operating microscopes used for PpIX visualization. These measurements revealed both recognized fluorescence photobleaching limitations and unrecognized limitations that may alter quantitative observations of PpIX fluorescence obtained with the operating microscope with potential impact on research and clinical uses. We also evaluated the optical properties of a photostable fluorescent standard with an excitation-emission profile similar to PpIX. In addition, we measured the time-dependent dynamics of 5-ALA-induced PpIX fluorescence in an animal glioma model. Finally, we developed a ratiometric method for quantification of the PpIX fluorescence that uses the photostable fluorescent standard to normalize PpIX fluorescence intensity. This method increases accuracy and allows reproducible and direct comparability of the measurements from multiple samples.
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Carroll KT, Chen CC. In Reply to “Comments on Results of Carroll et al’s Study on Survival Benefits of Gross Total Resection”. World Neurosurg 2018; 116:479-480. [DOI: 10.1016/j.wneu.2018.05.114] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/15/2018] [Accepted: 05/16/2018] [Indexed: 10/28/2022]
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The Impact of Compressed Femtosecond Laser Pulse Durations on Neuronal Tissue Used for Two-Photon Excitation Through an Endoscope. Sci Rep 2018; 8:11124. [PMID: 30042504 PMCID: PMC6057889 DOI: 10.1038/s41598-018-29404-8] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/06/2018] [Accepted: 07/11/2018] [Indexed: 11/09/2022] Open
Abstract
Accurate intraoperative tumour margin assessment is a major challenge in neurooncology, where sparse tumours beyond the bulk tumour are left undetected under conventional resection. Non-linear optical imaging can diagnose tissue at the sub-micron level and provide functional label-free histopathology in vivo. For this reason, a non-linear endomicroscope is being developed to characterize brain tissue intraoperatively based on multiple endogenous optical contrasts such as spectrally- and temporally-resolved fluorescence. To produce highly sensitive optical signatures that are specific to a given tissue type, short femtosecond pulsed lasers are required for efficient two-photon excitation. Yet, the potential of causing bio-damage has not been studied on neuronal tissue. Therefore, as a prerequisite to clinically testing the non-linear endomicroscope in vivo, the effect of short laser pulse durations (40-340 fs) on ex vivo brain tissue was investigated by monitoring the intensity, the spectral, and the lifetime properties of endogenous fluorophores under 800 and 890 nm two-photon excitation using a bi-modal non-linear endoscope. These properties were also validated by imaging samples on a benchtop multiphoton microscope. Our results show that under a constant mean laser power, excitation pulses as short as 40 fs do not negatively alter the biochemical/ biophysical properties of tissue even for prolonged irradiation.
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A surgical strategy for lower grade gliomas using intraoperative molecular diagnosis. Brain Tumor Pathol 2018; 35:159-167. [PMID: 29980868 DOI: 10.1007/s10014-018-0324-1] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/19/2018] [Accepted: 06/23/2018] [Indexed: 02/07/2023]
Abstract
Lower grade gliomas are both treated and diagnosed via surgical resection. Maximum tumor resection is currently the standard of care; however, this risks the loss of brain function. Glioma can be genetically subdivided into three different types, based on isocitrate dehydrogenase (IDH) mutation status and the presence of 1p/19q codeletion, which have radically different prognoses and responses to adjuvant therapies. Therefore, the means to identify the subtype and evaluate the surrounding tissues during surgery would be advantageous. In this study, we have developed a new surgical strategy for lower grade glioma based on the fourth edition of the World Health Organization Brain Tumor Classification, involving intraoperative molecular diagnosis. High-resolution melting analysis was used to evaluate IDH mutational status, while rapid immunohistochemistry of p53 and alpha-thalassemia/mental retardation syndrome X-linked (ATRX) was used to evaluate the 1p/19q codeletion status, allowing genetic classification during surgery. In addition, intraoperative flow cytometry was used to evaluate the surgical cavity for additional tumor lesions, allowing maximal resection while mitigating the risk of functional losses. This strategy allows the rapid intraoperative diagnosis and mapping of lower grade gliomas, and its clinical use could dramatically improve its prognosis.
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Schiavolin S, Raggi A, Scaratti C, Leonardi M, Cusin A, Visintini S, Acerbi F, Schiariti M, Zattra C, Broggi M, Ferroli P. Patients' reported outcome measures and clinical scales in brain tumor surgery: results from a prospective cohort study. Acta Neurochir (Wien) 2018; 160:1053-1061. [PMID: 29502163 DOI: 10.1007/s00701-018-3505-0] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/24/2017] [Accepted: 02/19/2018] [Indexed: 10/17/2022]
Abstract
BACKGROUND This study aims to assess surgical outcome in brain tumor surgery using patient reported outcome measures (PROMs) and to compare their results with traditional clinical outcome measurements. METHOD Neuro-oncological patients undergoing surgical removal for the lesion were enrolled; MOCA test, PROMs (EUROHIS-QoL, PGWB-S, WHODAS-12), and the clinical scale Karnofsky Performance Status (KPS) were administered to evaluate respectively cognitive status, quality of life, well-being, disability, and functional status before surgery and at 3-month follow-up. Wilcoxon test was performed to evaluate the longitudinal change of test scores, the smallest detectable difference to classify the change of patients in PROMs, the Cohen kappa to investigate the concordance between KPS and PROMs in classifying the patients' change, and Mann-Whitney U test to compare patients with complications and no complications. RESULTS A total of 101 patients were enrolled (54 woman, mean age 50.2 ± 14.1, range 20-85): psychological well-being improved at follow-up; 95 patients (94.1%) were improved/unchanged and 6 (5.9%) were worsened according to PROMs; functional status measured with KPS had a slight agreement with quality of life and disability and no agreement with psychological well-being questionnaires; patients with complications had a greater worsening in KPS. CONCLUSIONS According to PROMs measuring QoL, disability, and psychological well-being, most of the patients were improved/unchanged after surgery. Since PROMs and KPS detect different aspects of the patients' health status, PROMs should be integrated in surgical outcome evaluation. Furthermore, their association with complications and with other clinical and subjective variables that could influence patient's perception of health status should be investigated.
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Cozzens JW, Lokaitis BC, Moore BE, Amin DV, Espinosa JA, MacGregor M, Michael AP, Jones BA. A Phase 1 Dose-Escalation Study of Oral 5-Aminolevulinic Acid in Adult Patients Undergoing Resection of a Newly Diagnosed or Recurrent High-Grade Glioma. Neurosurgery 2018; 81:46-55. [PMID: 28498936 DOI: 10.1093/neuros/nyw182] [Citation(s) in RCA: 22] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/22/2016] [Accepted: 04/25/2017] [Indexed: 11/14/2022] Open
Abstract
BACKGROUND The utility of oral 5-aminolevulinic acid (5-ALA)/protoporphyrin fluorescence for the resection of high-grade gliomas is well documented. This drug has received regulatory approval in Europe but awaits approval in the United States. OBJECTIVE To identify the appropriate dose and toxicity or harms of 5-ALA used for enhanced intraoperative visualization of malignant brain tumors, reported from a single medical center in the United States. METHODS Prior to craniotomy for resection of a presumed high-grade glioma, individuals were given oral 5-ALA as part of a rapid dose-escalation scheme. At least 3 patients were selected for each dose level from 10 to 50 mg/kg in 10 mg/kg increments. Adverse events, intensity of tumor fluorescence, and results of biopsies in areas of tumor and the tumor bed under white light and deep blue light were recorded. RESULTS A total of 19 patients were studied in this phase 1 study. Serious adverse events were unrelated to the ingestion of 5-ALA. At the highest dose level studied (50 mg/kg), 2 out of 6 patients were observed to have transient dermatologic redness and peeling. These were grade 1 adverse events, which were not serious enough to be dose limiting. Patients at higher dose levels (>40 mg/kg) were more likely to have strong tumor fluorescence. There were no instances of false positive fluorescence. CONCLUSION The use of 5-ALA for brain tumor fluorescence is safe and effective to a dose of 50 mg/kg. Dose-limiting toxicity was not reached in this study.
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Affiliation(s)
| | - Barbara C Lokaitis
- Center for Clinical Research, Southern Illinois University School of Medicine, Springfield, Illinois
| | - Brian E Moore
- Department of Pathology, University of Colorado/Anshutz Medical Campus, Aurora, Colorado
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Osman H, Georges J, Elsahy D, Hattab EM, Yocom S, Cohen-Gadol AA. In Vivo Microscopy in Neurosurgical Oncology. World Neurosurg 2018; 115:110-127. [PMID: 29653276 DOI: 10.1016/j.wneu.2018.03.218] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/22/2018] [Revised: 03/29/2018] [Accepted: 03/30/2018] [Indexed: 10/17/2022]
Abstract
Intraoperative neurosurgical histopathologic diagnoses rely on evaluation of rapid tissue preparations such as frozen sections and smears with conventional light microscopy. Although useful, these techniques are time consuming and therefore cannot provide real-time intraoperative feedback. In vivo molecular imaging techniques are emerging as novel methods for generating real-time diagnostic histopathologic images of tumors and their surrounding tissues. These imaging techniques rely on contrast generated by exogenous fluorescent dyes, autofluorescence of endogenous molecules, fluorescence decay of excited molecules, or light scattering. Large molecular imaging instruments are being miniaturized for clinical in vivo use. This review discusses pertinent imaging systems that have been developed for neurosurgical use and imaging techniques currently under development for neurosurgical molecular imaging.
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Affiliation(s)
- Hany Osman
- Massachusetts General Hospital and Harvard Medical School, Wellman Center for Photomedicine, Boston, Massachusetts, USA
| | - Joseph Georges
- Philadelphia College of Osteopathic Medicine, Department of Neurosurgery, Philadelphia, Pennsylvania, USA
| | - Deena Elsahy
- Indiana University School of Medicine, Indianapolis, Indiana, USA
| | - Eyas M Hattab
- University of Louisville, Department of Pathology and Laboratory Medicine, Louisville, Kentucky, USA
| | - Steven Yocom
- Philadelphia College of Osteopathic Medicine, Department of Neurosurgery, Philadelphia, Pennsylvania, USA
| | - Aaron A Cohen-Gadol
- Goodman Campbell Brain and Spine and Indiana University Department of Neurological Surgery, Indianapolis, Indiana, USA.
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Abstract
Detailed brain imaging studies discover gliomas incidentally before clinical symptoms or signs show. These tumors represent an early stage in the natural history of gliomas. Left untreated, they are likely to progress to a symptomatic stage and transform to malignant gliomas. A greater extent of resection delays the onset of malignant transformation and prolongs patient survival. Because incidental gliomas are typically smaller and less likely to be in eloquent brain locations, there is a strong case for early surgical intervention to maximize resection and improve outcomes. This article discusses developments in the surgical management of low-grade gliomas.
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Affiliation(s)
- Imran Noorani
- Department of Neurological Surgery, Barrow Neurological Institute, Saint Joseph's Hospital and Medical Center, 350 W Thomas Rd, Phoenix, AZ 85013, USA; Department of Neurosurgery, Addenbrooke's Hospital, Hills Rd, Cambridge CB2 0QQ, UK
| | - Nader Sanai
- Department of Neurological Surgery, Barrow Neurological Institute, Saint Joseph's Hospital and Medical Center, 350 W Thomas Rd, Phoenix, AZ 85013, USA.
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Laser-Induced Thermal Therapy in Neuro-Oncology: A Review. World Neurosurg 2018; 112:166-177. [PMID: 29410102 DOI: 10.1016/j.wneu.2018.01.123] [Citation(s) in RCA: 71] [Impact Index Per Article: 11.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/27/2017] [Revised: 01/15/2018] [Accepted: 01/16/2018] [Indexed: 01/17/2023]
Abstract
OBJECTIVES Laser therapy has become an appealing treatment modality in neurosurgery. In this review, we report on the history, physics, surgical steps, indications and uses, and complications that have been reported to date. METHODS An extensive literature search was performed for laser interstitial thermal therapy (LITT) and laser therapy in the context of glial tumors, metastatic lesions, pediatric brain tumors, and radiation necrosis. Reported complications in each series also were reviewed. RESULTS In the past decade, multiple studies have demonstrated the use, outcomes, and complications associated with LITT in neurosurgery. These same studies have consistently reported an overall benefit of LITT in cases in which traditional surgical approaches may be limited by the patient's clinical status, tumor location, or overall prognosis. However, there have been complications reported from local effects of thermal damage, technical error, and edema development. Increased experience has reduced complications and brought more promising results. CONCLUSIONS With the advent of real-time monitoring and damage estimation, LITT has gained ground in the management of intracranial tumors. Larger scale trials must be performed to develop standard protocols to define specific indications for use. Further large clinical studies for LITT in non-oncologic cases are also of interest.
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Surgical treatment of glioblastoma in the elderly: the impact of complications. J Neurooncol 2018; 138:123-132. [PMID: 29392589 DOI: 10.1007/s11060-018-2777-9] [Citation(s) in RCA: 28] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/13/2017] [Accepted: 01/24/2018] [Indexed: 12/21/2022]
Abstract
The diagnosis of glioblastoma (GBM) often carries a dismal prognosis, with a median survival of 14.6 months. A particular challenge is the diagnosis of GBM in the elderly population (age > 75 years), who have significant comorbidities, present with worse functional status, and are at higher risk with surgical treatments. We sought to evaluate the impact of current GBM treatment, specifically in the elderly population. The authors undertook a retrospective review of all patients aged 75 or older who underwent treatment for GBM from 1997 to 2016. Patient outcomes were evaluated with regards to demographics, surgical variables, postoperative treatment, and complications. A total of 82 patients (mean age 80.5 ± 3.8 years) were seen. Most patients presented with confusion (57.3%) and associated comorbidities, and prior anticoagulation use was common in this age group. Extent of resection (EOR) included no surgery (9.8%), biopsy (22.0%), subtotal resection (40.2%), and gross-total resection (23.2%). Postoperative adjuvant therapy included temozolomide (36.1%), radiation (52.5%), and bevacizumab (11.9%). A mean overall survival of 6.3 ± 1.2 months was observed. There were 34 complications in 23 patients. Improved survival was seen with increased EOR only for patients without postoperative complications. A multivariate Cox proportional hazards model showed that complications (HR = 5.43, 95% CI 1.73, 17.04, p = 0.004) predicted poor outcome. Long-term survivors (> 12 months survival) and short-term survivors had similar median preoperative Karnofsky Performance Scale (KPS) score (80 vs. 80, p = 0.43), but long-term survivors had unchanged postoperative KPS (80 vs. 60, p = 0.02) and no complications (0/9 vs. 23/72, p = 0.04). The benefit of glioblastoma treatment in our series was limited by the postoperative complications and KPS. Presence of a complication served as an independent risk factor for worsened overall survival in this age group. It is likely that decreased patient function limits postoperative adjuvant therapy and predisposes to higher morbidity especially in this age group.
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Radiation Therapy in High-Grade Gliomas. Radiat Oncol 2018. [DOI: 10.1007/978-3-319-52619-5_3-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/14/2022] Open
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