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Seres R, Hameed H, McCabe MG, Russell D, Lee ATJ. The Multimodality Management of Malignant Peripheral Nerve Sheath Tumours. Cancers (Basel) 2024; 16:3266. [PMID: 39409887 PMCID: PMC11475700 DOI: 10.3390/cancers16193266] [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: 08/02/2024] [Revised: 09/10/2024] [Accepted: 09/10/2024] [Indexed: 10/20/2024] Open
Abstract
Malignant peripheral nerve sheath tumours (MPNST) are aggressive sarcomas that have nerve sheath differentiation and can present at any anatomical site. They can arise from precursor neurofibroma in the context of neurofibromatosis type 1 (NF1) or as de novo and sporadic tumours in the absence of an underlying genetic predisposition. The primary therapeutic approach is most often radical surgery, with non-surgical modalities playing an important role, especially in locally advanced or metastatic cases. The aim of multimodality approaches is to optimize both local and systemic control while keeping to a minimum acute and late treatment morbidity. Advances in the understanding of the underlying biology of MPNSTs in both sporadic and NF-1-related contexts are essential for the management and implementation of novel therapeutic approaches.
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Affiliation(s)
- Remus Seres
- Department of Medical Oncology, The Christie NHS Foundation Trust, Manchester M20 4BX, UK
| | - Hassan Hameed
- Department of Medical Oncology, The Christie NHS Foundation Trust, Manchester M20 4BX, UK
| | - Martin G. McCabe
- Department of Medical Oncology, The Christie NHS Foundation Trust, Manchester M20 4BX, UK
- Division of Cancer Sciences, Faculty of Biology, Medicine and Health, University of Manchester, Manchester M13 9PL, UK
| | - David Russell
- Division of Cancer Sciences, Faculty of Biology, Medicine and Health, University of Manchester, Manchester M13 9PL, UK
- Department of Radiology, Lancashire Teaching Hospitals NHS Trust, Chorley PR7 1PP, UK
| | - Alexander T. J. Lee
- Department of Medical Oncology, The Christie NHS Foundation Trust, Manchester M20 4BX, UK
- NHS England Highly Specialised Service for Complex Neurofibromatosis Type 1: Manchester, Manchester Centre for Genomic Medicine, St Mary’s Hospital, Manchester M13 9WL, UK
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2
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Surgical Treatment and Complications of Deep-Seated Nodular Plexiform Neurofibromas Associated with Neurofibromatosis Type 1. J Clin Med 2022; 11:jcm11195695. [PMID: 36233563 PMCID: PMC9571780 DOI: 10.3390/jcm11195695] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/18/2022] [Revised: 09/23/2022] [Accepted: 09/24/2022] [Indexed: 11/21/2022] Open
Abstract
Background: Nodular plexiform neurofibromas in individuals with neurofibromatosis type 1 often cause significant symptoms and are treated with surgical excision despite the potential risk of complications. This study aimed to clarify the surgical outcomes of deep-seated nodular plexiform neurofibromas and identify the factors associated with postoperative complications. Methods: We retrospectively reviewed patients with neurofibromatosis type 1 who underwent surgical excision for deep-seated nodular plexiform neurofibromas in our hospital from 2015 to 2021. Enucleation while preserving the nerve fascicles was attempted first, and en bloc resection, ligating the nerve origin in cases in which the parent nerve was entrapped by the tumor, making the tumor difficult to dissect, was performed. Results: In 15 patients, 24 nodular plexiform neurofibromas received surgical excision. Sixteen tumors were enucleated, and eight were en bloc resected. The symptoms of all 10 patients with preoperative symptoms resolved after surgery. Four patients developed new neurological deficits immediately after surgery, two of whom had retained neurological symptoms at the last visit, but these symptoms were mild. Conclusions: The present study demonstrates that surgical treatment of nodular plexiform neurofibromas, even deep-seated neurofibromas, is safe with a low risk of severe complications and improvement in preoperative symptoms.
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Jabbar R, Jankowski J, Pawełczyk A, Szmyd B, Solek J, Pierzak O, Wojdyn M, Radek M. Cervical Paraspinal Chordoma: A Literature Review with a Novel Case Report. J Clin Med 2022; 11:jcm11144117. [PMID: 35887879 PMCID: PMC9325254 DOI: 10.3390/jcm11144117] [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: 06/13/2022] [Revised: 07/08/2022] [Accepted: 07/13/2022] [Indexed: 02/01/2023] Open
Abstract
Chordomas are rare malignant neoplasms, accounting for 1–4% of all primary bone tumors. Most spinal chordomas occur in the sacrococcygeal region and the base of the skull; however, 6% of chordomas are observed in the cervical spine. In these cases, the lesion is mainly located in the midline. These tumors slowly grow before becoming symptomatic and encase the surrounding vascular and nerve structures. Patients with advanced chordoma have a poor prognosis due to local recurrence with infiltration and destruction of adjacent bone and tissues. Systemic chemotherapy options have not been fully effective in these tumors, especially for recurrent chordomas. Thus, new combinations of currently available targeted molecular and biological therapies with radiotherapy have been proposed as potential treatment modalities. Here, the present paper describes the case of a 41-year-old male with a C2–C4 chordoma located paravertebrally, who underwent surgical resection with a debulking procedure for a cervical chordoma. Computed tomography angiography revealed a paraspinal mass with bone remodeling and the MRI showed a paravertebral mass penetrating to the spinal canal with a widening of the intervertebral C2–C3 foramen. Initially, the tumor was diagnosed as schwannoma based on its localization and imaging features; however, the histopathology specimen confirmed the diagnosis of chordoma. This case study highlights the effectivity of radical surgical resection as a mainstay treatment for chordomas, discusses neuroimaging, diagnosis, and the use of currently available targeted therapies and forthcoming treatment strategies, as alternative treatment options for chordoma.
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Affiliation(s)
- Redwan Jabbar
- Department of Neurosurgery, Spine and Peripheral Nerve Surgery, Medical University of Lodz, 90-549 Lodz, Poland; (R.J.); (J.J.); (A.P.); (B.S.); (O.P.); (M.W.)
| | - Jakub Jankowski
- Department of Neurosurgery, Spine and Peripheral Nerve Surgery, Medical University of Lodz, 90-549 Lodz, Poland; (R.J.); (J.J.); (A.P.); (B.S.); (O.P.); (M.W.)
| | - Agnieszka Pawełczyk
- Department of Neurosurgery, Spine and Peripheral Nerve Surgery, Medical University of Lodz, 90-549 Lodz, Poland; (R.J.); (J.J.); (A.P.); (B.S.); (O.P.); (M.W.)
| | - Bartosz Szmyd
- Department of Neurosurgery, Spine and Peripheral Nerve Surgery, Medical University of Lodz, 90-549 Lodz, Poland; (R.J.); (J.J.); (A.P.); (B.S.); (O.P.); (M.W.)
| | - Julia Solek
- Department of Pathology, Chair of Oncology, Medical University of Lodz, 92-213 Lodz, Poland;
| | - Olaf Pierzak
- Department of Neurosurgery, Spine and Peripheral Nerve Surgery, Medical University of Lodz, 90-549 Lodz, Poland; (R.J.); (J.J.); (A.P.); (B.S.); (O.P.); (M.W.)
| | - Maciej Wojdyn
- Department of Neurosurgery, Spine and Peripheral Nerve Surgery, Medical University of Lodz, 90-549 Lodz, Poland; (R.J.); (J.J.); (A.P.); (B.S.); (O.P.); (M.W.)
| | - Maciej Radek
- Department of Neurosurgery, Spine and Peripheral Nerve Surgery, Medical University of Lodz, 90-549 Lodz, Poland; (R.J.); (J.J.); (A.P.); (B.S.); (O.P.); (M.W.)
- Correspondence:
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El Sayed L, H Masmejean E, Lavollé A, Biau D, Peyre M. Clinical results after surgical resection of benign solitary schwannomas: A review of 150 cases. Orthop Traumatol Surg Res 2022; 108:103281. [PMID: 35477039 DOI: 10.1016/j.otsr.2022.103281] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/14/2020] [Revised: 03/24/2021] [Accepted: 06/08/2021] [Indexed: 02/03/2023]
Abstract
INTRODUCTION Peripheral nerve schwannomas are the most common nerve tumors. While they are efficiently treated with surgery, the risk of neurological complications, especially sensory deficits, remains debated. HYPOTHESIS We postulate that rates of post-operative sensory deficits in peripheral schwannoma surgery are low and are not increased in schwannomas of the hand, in which preservation of discriminative tact is of prime functional importance. MATERIALS AND METHODS A retrospective multicenter study was carried out on 150 patients with an isolated peripheral schwannoma operated between 2002 and 2018, including 11 patients with schwannomas of the hand. All cases were reviewed preoperatively and postoperatively with a detailed exam of the neurological status. RESULTS Most schwannomas were located in the lower limbs (58%). The two main affected trunks were the posterior tibial nerve in the lower limb and the median nerve in the upper limb. The average preoperative tumor volume measured on MRI was 2.93 cm3 [0.11 cm3-25 cm3]. The most common preoperative symptoms were paresthesia (77.1%) and pseudo-Tinel sign (55.7%). Less frequently, pain (50.3%) and hypoesthesia (18.1%) were observed. On the other hand, preoperative neurological motor manifestations remained exceptional (3.3%). The rates of new post-operative motor deficits, paresthesias, and sensory deficits were 4.6%, 10.9% and 8% respectively and were not increased in schwannomas of the collateral nerves of the hand. CONCLUSION Surgical resection is a safe procedure for peripheral nerve schwannoma treatment with satisfying functional results and an acceptable risk of nerve injury, especially for sensory function. LEVEL OF PROOF D; Multicenter retrospective study.
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Affiliation(s)
- Laila El Sayed
- Hand and upper extremity surgery unit, Georges-Pompidou European Hospital (HEGP), Paris, France; University of Paris, Medical School, Paris, France.
| | - Emmanuel H Masmejean
- Hand and upper extremity surgery unit, Georges-Pompidou European Hospital (HEGP), Paris, France; University of Paris, Medical School, Paris, France; Clinique Blomet (Research Unit), Paris, France
| | | | - David Biau
- University of Paris, Medical School, Paris, France; Orthopedic Surgery, Hôpital Cochin, Paris, France
| | - Matthieu Peyre
- Genetics and Development of Brain Tumors - CRICM Inserm U1127 CNRS UMR 7225- Brain Institute - Hôpital Pitié-Salpêtrière, Paris, France
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5
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Kaufmann TJ, Erickson BJ. BPNSTs: In the eye of the beholder. Neuro Oncol 2022; 24:610-611. [PMID: 35029678 PMCID: PMC8972269 DOI: 10.1093/neuonc/noab296] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/16/2023] Open
Affiliation(s)
- Timothy J Kaufmann
- Corresponding Author: Timothy J. Kaufmann, MD, MS, Department of Radiology, Mayo Clinic, 200 1st St. SW, Rochester, MN 55905, USA ()
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Knight SWE, Knight TE, Santiago T, Murphy AJ, Abdelhafeez AH. Malignant Peripheral Nerve Sheath Tumors-A Comprehensive Review of Pathophysiology, Diagnosis, and Multidisciplinary Management. CHILDREN (BASEL, SWITZERLAND) 2022; 9:children9010038. [PMID: 35053663 PMCID: PMC8774267 DOI: 10.3390/children9010038] [Citation(s) in RCA: 13] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 11/22/2021] [Revised: 12/14/2021] [Accepted: 12/22/2021] [Indexed: 02/06/2023]
Abstract
Malignant peripheral nerve sheath tumors (MPNSTs) are aggressive soft tissue sarcomas (STS) with nerve sheath differentiation and a tendency to metastasize. Although occurring at an incidence of 0.001% in the general population, they are relatively common in individuals with neurofibromatosis type 1 (NF1), for whom the lifetime risk approaches 10%. The staging of MPNSTs is complicated and requires close multi-disciplinary collaboration. Their primary management is most often surgical in nature, with non-surgical modalities playing a supportive, necessary role, particularly in metastatic, invasive, or widespread disease. We, therefore, sought to provide a comprehensive review of the relevant literature describing the characteristics of these tumors, their pathophysiology and risk factors, their diagnosis, and their multi-disciplinary treatment. A close partnership between surgical and medical oncologists is therefore necessary. Advances in the molecular characterization of these tumors have also begun to allow the integration of targeted RAS/RAF/MEK/ERK pathway inhibitors into MPNST management.
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Affiliation(s)
- Samantha W. E. Knight
- Division of Surgery, Department of General Surgery, Southern Illinois University School of Medicine, Springfield, IL 62702, USA;
| | - Tristan E. Knight
- Cancer and Blood Disorders Center, Seattle Children’s Hospital, Seattle, WA 98195, USA;
- Division of Hematology and Oncology, Department of Pediatrics, University of Washington School of Medicine, Seattle, WA 98195, USA
| | - Teresa Santiago
- Department of Pathology, St. Jude Children’s Research Hospital, Memphis, TN 38105, USA;
| | - Andrew J. Murphy
- Department of Surgery, St. Jude Children’s Research Hospital, Memphis, TN 38105, USA;
- Division of Pediatric Surgery, Department of Surgery, University of Tennessee Health Science Center, Memphis, TN 38105, USA
| | - Abdelhafeez H. Abdelhafeez
- Department of Surgery, St. Jude Children’s Research Hospital, Memphis, TN 38105, USA;
- Division of Pediatric Surgery, Department of Surgery, University of Tennessee Health Science Center, Memphis, TN 38105, USA
- Correspondence: ; Tel.: +1-(901)-595-2315; Fax: +1-(901)-595-2207
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Pedersen C, Link HD, Aboian M. Pediatric Spine. HYBRID PET/MR NEUROIMAGING 2022:765-777. [DOI: 10.1007/978-3-030-82367-2_65] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/03/2025]
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Wilson TJ, Hamrick F, Alzahrani S, Dibble CF, Koduri S, Pendleton C, Saleh S, Ali ZS, Mahan MA, Midha R, Ray WZ, Yang LJS, Zager EL, Spinner RJ. Analysis of the effect of intraoperative neuromonitoring during resection of benign nerve sheath tumors on gross-total resection and neurological complications. J Neurosurg 2021; 135:1231-1240. [PMID: 33578389 DOI: 10.3171/2020.8.jns202885] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/25/2020] [Accepted: 08/26/2020] [Indexed: 11/06/2022]
Abstract
OBJECTIVE The aim of this study was to examine the role of intraoperative neuromonitoring (IONM) during resection of benign peripheral nerve sheath tumors in achieving gross-total resection (GTR) and in reducing postoperative neurological complications. METHODS Data from consecutive adult patients who underwent resection of a benign peripheral nerve sheath tumor at 7 participating institutions were combined. Propensity score matching was used to balance covariates. The primary outcomes of interest were the association between IONM and GTR and the association of IONM and the development of a permanent postoperative neurological complication. The secondary outcomes of interest were the association between IONM and GTR and the association between IONM and the development of a permanent postoperative neurological complication in the subgroup of patients with tumors involving a motor or mixed nerve. Univariate and multivariate logistic regression were then performed on the propensity score-matched samples to assess the ability of the independent variables to predict the outcomes of interest. RESULTS A total of 337 patients who underwent resection of benign nerve sheath tumors were included. In multivariate analysis, the use of IONM (OR 0.460, 95% CI 0.199-0.978; p = 0.047) was a significant negative predictor of GTR, whereas none of the variables, including IONM, were associated with the occurrence of a permanent postoperative neurological complication. Within the subgroup of motor/mixed nerve tumors, in the multivariate analysis, IONM (OR 0.263, 95% CI 0.096-0.723; p = 0.010) was a significant negative predictor of a GTR, whereas IONM (OR 3.800, 95% CI 1.925-7.502; p < 0.001) was a significant positive predictor of a permanent postoperative motor deficit. CONCLUSIONS Overall, 12% of the cohort had a permanent neurological complication, with new or worsened paresthesias most common, followed by pain and then weakness. The authors found that formal IONM was associated with a reduced likelihood of GTR and had no association with neurological complications. The authors believe that these data argue against IONM being considered standard of care but do not believe that these data should be used to universally argue against IONM during resection of benign nerve sheath tumors.
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Affiliation(s)
- Thomas J Wilson
- 1Department of Neurosurgery, Stanford University, Stanford, California
| | - Forrest Hamrick
- 2Department of Neurosurgery, University of Utah, Salt Lake City, Utah
| | - Saud Alzahrani
- 3Department of Clinical Neurosciences, University of Calgary, Alberta, Canada
| | | | - Sravanthi Koduri
- 5Department of Neurosurgery, University of Michigan, Ann Arbor, Michigan
| | | | - Sara Saleh
- 5Department of Neurosurgery, University of Michigan, Ann Arbor, Michigan
| | - Zarina S Ali
- 7Department of Neurosurgery, University of Pennsylvania, Philadelphia, Pennsylvania
| | - Mark A Mahan
- 2Department of Neurosurgery, University of Utah, Salt Lake City, Utah
| | - Rajiv Midha
- 3Department of Clinical Neurosciences, University of Calgary, Alberta, Canada
| | - Wilson Z Ray
- 4Department of Neurosurgery, Washington University in St. Louis, Missouri
| | - Lynda J S Yang
- 5Department of Neurosurgery, University of Michigan, Ann Arbor, Michigan
| | - Eric L Zager
- 7Department of Neurosurgery, University of Pennsylvania, Philadelphia, Pennsylvania
| | - Robert J Spinner
- 6Department of Neurosurgery, Mayo Clinic, Rochester, Minnesota; and
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Zhang M, Tong E, Wong S, Hamrick F, Mohammadzadeh M, Rao V, Pendleton C, Smith BW, Hug NF, Biswal S, Seekins J, Napel S, Spinner RJ, Mahan MA, Yeom KW, Wilson TJ. Machine Learning Approach to Differentiation of Peripheral Schwannomas and Neurofibromas: A Multi-Center Study. Neuro Oncol 2021; 24:601-609. [PMID: 34487172 DOI: 10.1093/neuonc/noab211] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/01/2023] Open
Abstract
BACKGROUND Non-invasive differentiation between schwannomas and neurofibromas is important for appropriate management, preoperative counseling, and surgical planning, but has proven difficult using conventional imaging. The objective of this study was to develop and evaluate machine learning approaches for differentiating peripheral schwannomas from neurofibromas. METHODS We assembled a cohort of schwannomas and neurofibromas from 3 independent institutions and extracted high-dimensional radiomic features from gadolinium-enhanced, T1-weighted MRI using the PyRadiomics package on Quantitative Imaging Feature Pipeline. Age, sex, neurogenetic syndrome, spontaneous pain, and motor deficit were recorded. We evaluated the performance of 6 radiomics-based classifier models with and without clinical features and compared model performance against human expert evaluators. RESULTS 107 schwannomas and 59 neurofibroma were included. The primary models included both clinical and imaging data. The accuracy of the human evaluators (0.765) did not significantly exceed the no-information rate (NIR), whereas the Support Vector Machine (0.929), Logistic Regression (0.929), and Random Forest (0.905) classifiers exceeded the NIR. Using the method of DeLong, the AUC for the Logistic Regression (AUC=0.923) and K Nearest Neighbor (AUC=0.923) classifiers was significantly greater than the human evaluators (AUC=0.766; p = 0.041). CONCLUSIONS The radiomics-based classifiers developed here proved to be more accurate and had a higher AUC on the ROC curve than expert human evaluators. This demonstrates that radiomics using routine MRI sequences and clinical features can aid in differentiation of peripheral schwannomas and neurofibromas.
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Affiliation(s)
- Michael Zhang
- Department of Neurosurgery, Stanford University, Stanford, California, USA
- Department of Radiology, Stanford University, Stanford, California, USA
| | - Elizabeth Tong
- Department of Radiology, Stanford University, Stanford, California, USA
| | - Sam Wong
- Department of Radiology, Stanford University, Stanford, California, USA
| | - Forrest Hamrick
- Department of Neurosurgery, University of Utah, Salt Lake City, Utah, USA
| | | | - Vaishnavi Rao
- Stanford School of Medicine, Stanford University, Stanford, California, USA
| | | | - Brandon W Smith
- Department of Neurosurgery, Mayo Clinic, Rochester, Minnesota, USA
| | - Nicholas F Hug
- Stanford School of Medicine, Stanford University, Stanford, California, USA
| | - Sandip Biswal
- Department of Radiology, Stanford University, Stanford, California, USA
| | - Jayne Seekins
- Department of Radiology, Stanford University, Stanford, California, USA
| | - Sandy Napel
- Department of Radiology, Stanford University, Stanford, California, USA
| | - Robert J Spinner
- Department of Neurosurgery, Mayo Clinic, Rochester, Minnesota, USA
| | - Mark A Mahan
- Department of Neurosurgery, University of Utah, Salt Lake City, Utah, USA
| | - Kristen W Yeom
- Department of Radiology, Stanford University, Stanford, California, USA
| | - Thomas J Wilson
- Department of Neurosurgery, Stanford University, Stanford, California, USA
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Zhang M, Tong E, Hamrick F, Lee EH, Tam LT, Pendleton C, Smith BW, Hug NF, Biswal S, Seekins J, Mattonen SA, Napel S, Campen CJ, Spinner RJ, Yeom KW, Wilson TJ, Mahan MA. Machine-Learning Approach to Differentiation of Benign and Malignant Peripheral Nerve Sheath Tumors: A Multicenter Study. Neurosurgery 2021; 89:509-517. [PMID: 34131749 PMCID: PMC8364819 DOI: 10.1093/neuros/nyab212] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/29/2020] [Accepted: 04/27/2021] [Indexed: 12/13/2022] Open
Abstract
BACKGROUND Clinicoradiologic differentiation between benign and malignant peripheral nerve sheath tumors (PNSTs) has important management implications. OBJECTIVE To develop and evaluate machine-learning approaches to differentiate benign from malignant PNSTs. METHODS We identified PNSTs treated at 3 institutions and extracted high-dimensional radiomics features from gadolinium-enhanced, T1-weighted magnetic resonance imaging (MRI) sequences. Training and test sets were selected randomly in a 70:30 ratio. A total of 900 image features were automatically extracted using the PyRadiomics package from Quantitative Imaging Feature Pipeline. Clinical data including age, sex, neurogenetic syndrome presence, spontaneous pain, and motor deficit were also incorporated. Features were selected using sparse regression analysis and retained features were further refined by gradient boost modeling to optimize the area under the curve (AUC) for diagnosis. We evaluated the performance of radiomics-based classifiers with and without clinical features and compared performance against human readers. RESULTS A total of 95 malignant and 171 benign PNSTs were included. The final classifier model included 21 imaging and clinical features. Sensitivity, specificity, and AUC of 0.676, 0.882, and 0.845, respectively, were achieved on the test set. Using imaging and clinical features, human experts collectively achieved sensitivity, specificity, and AUC of 0.786, 0.431, and 0.624, respectively. The AUC of the classifier was statistically better than expert humans (P = .002). Expert humans were not statistically better than the no-information rate, whereas the classifier was (P = .001). CONCLUSION Radiomics-based machine learning using routine MRI sequences and clinical features can aid in evaluation of PNSTs. Further improvement may be achieved by incorporating additional imaging sequences and clinical variables into future models.
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Affiliation(s)
- Michael Zhang
- Department of Neurosurgery, Stanford University, Stanford, California, USA
- Department of Radiology, Stanford University, Stanford, California, USA
| | - Elizabeth Tong
- Department of Radiology, Stanford University, Stanford, California, USA
| | - Forrest Hamrick
- Department of Neurosurgery, Clinical Neurosciences Center, University of Utah, Salt Lake City, Utah, USA
| | - Edward H Lee
- Department of Radiology, Stanford University, Stanford, California, USA
| | - Lydia T Tam
- Stanford School of Medicine, Stanford University, Stanford, California, USA
| | | | - Brandon W Smith
- Department of Neurosurgery, Mayo Clinic, Rochester, Minnesota, USA
| | - Nicholas F Hug
- Stanford School of Medicine, Stanford University, Stanford, California, USA
| | - Sandip Biswal
- Department of Radiology, Stanford University, Stanford, California, USA
| | - Jayne Seekins
- Department of Radiology, Stanford University, Stanford, California, USA
| | - Sarah A Mattonen
- Department of Medical Biophysics, Western University, London, Canada
| | - Sandy Napel
- Department of Radiology, Stanford University, Stanford, California, USA
| | - Cynthia J Campen
- Department of Neurology and Neurological Sciences, Stanford University, Stanford, California, USA
| | - Robert J Spinner
- Department of Neurosurgery, Mayo Clinic, Rochester, Minnesota, USA
| | - Kristen W Yeom
- Department of Radiology, Stanford University, Stanford, California, USA
| | - Thomas J Wilson
- Department of Neurosurgery, Stanford University, Stanford, California, USA
| | - Mark A Mahan
- Department of Neurosurgery, Clinical Neurosciences Center, University of Utah, Salt Lake City, Utah, USA
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Guedes F, Sanches GE, Brown RS, Cardoso RSV, Siquara-de-Sousa AC, Ascenção A, Iglesias AC. Surgical Management of Symptomatic Lumbar, Sacral, and Lumbosacral Plexus Tumors: a Peripheral Nerve Unit Experience. Acta Neurochir (Wien) 2021; 163:2063-2074. [PMID: 33694013 DOI: 10.1007/s00701-021-04789-0] [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: 12/08/2020] [Accepted: 02/22/2021] [Indexed: 01/31/2023]
Abstract
OBJECTIVE Data concerning the surgical treatment of lumbosacral plexus tumors (LSPTs) is scarce. This study aims to present our experience with a series of 19 patients surgically treated for symptomatic LSPTs at our institution. METHODS This is a retrospective study of 19 patients surgically treated for symptomatic LSPTs from 2011 to 2019. Clinical data were retrieved from medical records and consisted of age, gender, clinical presentation, location of the lesion, surgical approach, final histopathologic diagnosis, follow-up time, outcomes, and complications. RESULTS Nineteen surgical procedures were conducted. Thirteen patients were female and six, male. The median age of patients was 45 years (range 20 to 63 years). No patients harbored genetic syndromes. Surgical treatment appears to be correlated to the reduction of pain in patients with peripheral nerve sheath tumors (PNSTs), as assessed by visual analog scale (VAS). Sixteen patients did not present with new-onset deficits during follow-up (84.2%), two of whom recovered from their preoperative deficit. Four patients presented with postoperative weakness. The histopathological diagnoses were 11 schwannomas, four neurofibromas, three metastases, and one lymphoma. CONCLUSIONS LSPTs are rare. When surgical treatment is indicated, it usually requires multidisciplinary management. Surgery appears to be effective concerning the reduction of pain in PNSTs and may also recover neurological deficits. Iatrogenic neurological deficits are an evident risk, such that intraoperative multimodal monitoring should always be performed if available. In lesions involving the sacral plexus, we found it to be indispensable.
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Affiliation(s)
- Fernando Guedes
- Department of Surgery, Division of Neurosurgery, Gaffrée e Guinle University Hospital, School of Medicine, Federal University of Rio de Janeiro State (UNIRIO), 775 Mariz e Barros Street, Rio de Janeiro, RJ, 20270-901, Brazil.
| | - Gabriel Elias Sanches
- Department of Surgery, Division of Neurosurgery, Gaffrée e Guinle University Hospital, School of Medicine, Federal University of Rio de Janeiro State (UNIRIO), 775 Mariz e Barros Street, Rio de Janeiro, RJ, 20270-901, Brazil
| | - Rosana Siqueira Brown
- Department of Surgery, Division of Neurosurgery, Gaffrée e Guinle University Hospital, School of Medicine, Federal University of Rio de Janeiro State (UNIRIO), 775 Mariz e Barros Street, Rio de Janeiro, RJ, 20270-901, Brazil
| | - Rodrigo Salvador Vivas Cardoso
- Department of Surgery, Division of Neurosurgery, Gaffrée e Guinle University Hospital, School of Medicine, Federal University of Rio de Janeiro State (UNIRIO), 775 Mariz e Barros Street, Rio de Janeiro, RJ, 20270-901, Brazil
| | - Ana Caroline Siquara-de-Sousa
- Department of Pathology, Antônio Pedro University Hospital, Fluminense Federal University (UFF), Niterói, RJ, Brazil
| | - Agostinho Ascenção
- Department of Surgery, Gaffrée e Guinle University Hospital, School of Medicine, Federal University of Rio de Janeiro State (UNIRIO), Rio de Janeiro, RJ, Brazil
| | - Antônio Carlos Iglesias
- Department of Surgery, Gaffrée e Guinle University Hospital, School of Medicine, Federal University of Rio de Janeiro State (UNIRIO), Rio de Janeiro, RJ, Brazil
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Martin E, Geitenbeek RTJ, Coert JH, Hanff DF, Graven LH, Grünhagen DJ, Verhoef C, Taal W. A Bayesian approach for diagnostic accuracy of malignant peripheral nerve sheath tumors: a systematic review and meta-analysis. Neuro Oncol 2021; 23:557-571. [PMID: 33326583 PMCID: PMC8041346 DOI: 10.1093/neuonc/noaa280] [Citation(s) in RCA: 13] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/16/2022] Open
Abstract
Background Malignant peripheral nerve sheath tumors (MPNST) carry a dismal prognosis and require early detection and complete resection. However, MPNSTs are prone to sampling errors and biopsies or resections are cumbersome and possibly damaging in benign peripheral nerve sheath tumor (BPNST). This study aimed to systematically review and quantify the diagnostic accuracy of noninvasive tests for distinguishing MPNST from BPNST. Methods Studies on accuracy of MRI, FDG-PET (fluorodeoxyglucose positron emission tomography), and liquid biopsies were identified in PubMed and Embase from 2000 to 2019. Pooled accuracies were calculated using Bayesian bivariate meta-analyses. Individual level-patient data were analyzed for ideal maximum standardized uptake value (SUVmax) threshold on FDG-PET. Results Forty-three studies were selected for qualitative synthesis including data on 1875 patients and 2939 lesions. Thirty-five studies were included for meta-analyses. For MRI, the absence of target sign showed highest sensitivity (0.99, 95% CI: 0.94-1.00); ill-defined margins (0.94, 95% CI: 0.88-0.98); and perilesional edema (0.95, 95% CI: 0.83-1.00) showed highest specificity. For FDG-PET, SUVmax and tumor-to-liver ratio show similar accuracy; sensitivity 0.94, 95% CI: 0.91-0.97 and 0.93, 95% CI: 0.87-0.97, respectively, specificity 0.81, 95% CI: 0.76-0.87 and 0.79, 95% CI: 0.70-0.86, respectively. SUVmax ≥3.5 yielded the best accuracy with a sensitivity of 0.99 (95% CI: 0.93-1.00) and specificity of 0.75 (95% CI: 0.56-0.90). Conclusions Biopsies may be omitted in the presence of a target sign and the absence of ill-defined margins or perilesional edema. Because of diverse radiological characteristics of MPNST, biopsies may still commonly be required. In neurofibromatosis type 1, FDG-PET scans may further reduce biopsies. Ideal SUVmax threshold is ≥3.5.
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Affiliation(s)
- Enrico Martin
- Department of Plastic and Reconstructive Surgery, University Medical Center Utrecht, Utrecht, the Netherlands.,Department of Surgical Oncology, Erasmus Medical Center, Rotterdam, the Netherlands
| | - Ritchie T J Geitenbeek
- Department of Plastic and Reconstructive Surgery, University Medical Center Utrecht, Utrecht, the Netherlands.,Department of Surgical Oncology, Erasmus Medical Center, Rotterdam, the Netherlands
| | - J Henk Coert
- Department of Plastic and Reconstructive Surgery, University Medical Center Utrecht, Utrecht, the Netherlands
| | - David F Hanff
- Department of Radiology and Nuclear Medicine, Erasmus Medical Center, Rotterdam, the Netherlands
| | - Laura H Graven
- Department of Radiology and Nuclear Medicine, Erasmus Medical Center, Rotterdam, the Netherlands
| | - Dirk J Grünhagen
- Department of Surgical Oncology, Erasmus Medical Center, Rotterdam, the Netherlands
| | - Cornelis Verhoef
- Department of Surgical Oncology, Erasmus Medical Center, Rotterdam, the Netherlands
| | - Walter Taal
- Department of Neuro-Oncology/Neurology, Erasmus Medical Center Cancer Institute, Rotterdam, the Netherlands
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13
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Jamshidi AM, Diaz A, Burks SS, Levi AD. Commentary: Genetic Events and Signaling Mechanisms Underlying Schwann Cell Fate in Development and Cancer. Neurosurgery 2021; 88:E128-E129. [PMID: 33313806 DOI: 10.1093/neuros/nyaa501] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/13/2020] [Accepted: 09/20/2020] [Indexed: 11/13/2022] Open
Affiliation(s)
- Aria M Jamshidi
- Department of Neurological Surgery, Miller School of Medicine, University of Miami, Miami, Florida
| | - Anthony Diaz
- Department of Neurological Surgery, Miller School of Medicine, University of Miami, Miami, Florida
| | - S Shelby Burks
- Department of Neurological Surgery, Miller School of Medicine, University of Miami, Miami, Florida
| | - Allan D Levi
- Department of Neurological Surgery, Miller School of Medicine, University of Miami, Miami, Florida
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14
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Percutaneous image-guided biopsy in malignant peripheral nerve sheath tumors. Acta Neurochir (Wien) 2021; 163:515-519. [PMID: 32901394 DOI: 10.1007/s00701-020-04556-7] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/19/2020] [Accepted: 08/26/2020] [Indexed: 10/23/2022]
Abstract
BACKGROUND The decision to biopsy a peripheral nerve tumor is largely based on its presumed behavior and prognosis, determined by patient history, clinical exam, and radiologic characteristics. Percutaneous image-guided biopsy is not without risk in patients with malignant peripheral nerve sheath tumors (MPNSTs); in particular, there may be concern regarding worsening neurologic function, increasing neuropathic pain, and incorrect or absent diagnosis. METHODS Following approval by our institutional review board, we reviewed records from 1990 to 2019 at our institution's three main sites ("our institution"). Patients with pathology-proven MPNST were selected. Further inclusion criteria included image-guided percutaneous biopsy performed at our institution, pathology report available for review, and follow-up documentation to determine post-biopsy complications. RESULTS Three hundred thirty-one patients with MPNST were reviewed. In total, 73 patients undergoing image-guided percutaneous biopsies were included. Twenty-two (30.1%) had biopsy-related complications. This included ten patients with misdiagnosis (13.7%) and six patients with non-diagnostic biopsies (8.2%). Six patients had new or worsened pain that resolved with time and neuropathic pain medication (8.2%), and one patient had subjectively worsened proximal weakness (1.3%) which resolved. CONCLUSION We found nearly a third of patients undergoing biopsy had a biopsy-related complication. The single largest complication was the inability to obtain an accurate diagnosis (21.9%) with the first biopsy. This may lead to the need for repeat percutaneous or open biopsies, or a non-oncologic initial surgery with implications for disease-free and overall survival. Neurologic complications including exacerbation of pain or a deficit were rare and transient. It remains important that clinicians balance the potential risks and benefits based on individual patient characteristics when determining the necessity of an image-guided percutaneous biopsy.
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15
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Rasulić L, Grujić J, Lepić M, Savić A, Samardžić M. Commentary: Decision Making in Retroperitoneal Nerve Sheath and Nerve-Associated Tumors: A Modular Approach. Neurosurgery 2020; 87:E370-E372. [PMID: 32243539 DOI: 10.1093/neuros/nyaa067] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/24/2020] [Accepted: 01/30/2020] [Indexed: 11/13/2022] Open
Affiliation(s)
- Lukas Rasulić
- Faculty of Medicine, University of Belgrade, Belgrade, Serbia.,Department of Peripheral Nerve Surgery, Functional Neurosurgery and Pain Management Surgery, Clinic for Neurosurgery, Clinical Center of Serbia, Belgrade, Serbia
| | - Jovan Grujić
- Faculty of Medicine, University of Belgrade, Belgrade, Serbia.,Department of Peripheral Nerve Surgery, Functional Neurosurgery and Pain Management Surgery, Clinic for Neurosurgery, Clinical Center of Serbia, Belgrade, Serbia
| | - Milan Lepić
- Faculty of Medicine, University of Belgrade, Belgrade, Serbia.,Clinic for Neurosurgery, Military Medical Academy, Belgrade, Serbia
| | - Andrija Savić
- Faculty of Medicine, University of Belgrade, Belgrade, Serbia.,Department of Peripheral Nerve Surgery, Functional Neurosurgery and Pain Management Surgery, Clinic for Neurosurgery, Clinical Center of Serbia, Belgrade, Serbia
| | - Miroslav Samardžić
- Faculty of Medicine, University of Belgrade, Belgrade, Serbia.,Department of Peripheral Nerve Surgery, Functional Neurosurgery and Pain Management Surgery, Clinic for Neurosurgery, Clinical Center of Serbia, Belgrade, Serbia
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16
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Image-guided percutaneous biopsy of peripheral nerve tumors of indeterminate nature: risks and benefits. Acta Neurochir (Wien) 2020; 162:1425-1429. [PMID: 32040620 DOI: 10.1007/s00701-020-04257-1] [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: 01/03/2020] [Accepted: 01/30/2020] [Indexed: 01/27/2023]
Abstract
BACKGROUND Usual management of peripheral nerve tumors is to avoid biopsy in those that are likely benign; the risk of biopsy outweighs the benefit of definitive tissue diagnosis. Biopsy of presumed malignant lesions is performed widely. There is a subset of peripheral nerve tumors that are not easily categorized as benign or malignant based on the clinical and/or radiological features alone. The role of biopsy in peripheral nerve tumors of uncertain character remains controversial and the risk of biopsy (and the potential risk/benefit ratio) for these lesions is not known. METHODS Following approval by our institutional review board, we reviewed all notes of a single peripheral nerve surgeon from 2000 to 2018 with respect to image-guided percutaneous biopsy of nerve tumors. We divided these patients into 3 groups based on clinicoradiologic features. We determined the risk of complications and the "hit rate" for patients with peripheral nerve tumors of uncertain behavior, defined as the percentage of patients sent for percutaneous biopsy who had a malignancy on their final pathology. RESULTS Of 82 patients with tumors of uncertain behavior, 9 had complications, and 23 had malignant final pathology (a "hit rate" of 27.7%). Neurosurgical referral for biopsy of tumors of uncertain behavior was made in 60 patients. Twenty-two had malignant final pathology ("hit rate"= 36.7%). Non-neurosurgical referral for biopsy was made in 22 patients with tumors of uncertain behavior. Two had malignant final pathology ("hit rate"= 4.55%). There was a statistically significant difference between the "hit rate" for the two groups (p = 0.021). CONCLUSIONS The decision to biopsy a peripheral nerve tumor is largely based on the presumed behavior and prognosis, determined via clinicoradiologic characteristics. Patient care might be improved by delaying percutaneous biopsy of peripheral nerve lesions until after a neurosurgical evaluation.
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Telera S, Raus L, Vietti V, Pace A, Villani V, Galié E, Freda N, Carosi M, Costantini M. Schwannomas of the sciatic nerve: A rare and neglected diagnosis. A review of the literature with two illustrative cases. Clin Neurol Neurosurg 2020; 195:105889. [PMID: 32422470 DOI: 10.1016/j.clineuro.2020.105889] [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: 01/03/2020] [Revised: 03/17/2020] [Accepted: 05/01/2020] [Indexed: 01/29/2023]
Abstract
OBJECTIVE Schwannomas of the sciatic nerve, which is the largest nerve of the human body, are very rare accounting for ≤ 1% of all schwannomas. They often may raise confusion with other more common causes of sciatica, such as lumbar degenerative and inflammatory diseases or spinal tumors, which may often lead to a late correct diagnosis. PATIENTS AND METHODS We present two cases of sciatic nerve schwannomas that were recently treated at our Institution, and we review the pertinent English literature on this topic over the last 15 years, yielding twenty three cases to analyze. RESULTS Even if sciatic nerve schwannomas are a rare occurrence, a thorough clinical and radiological evaluation of the sciatic nerve should be considered whenever a sciatic pain is not otherwise explained. A positive Tinel sign and a palpable mass along the course of the sciatic nerve may be strong clues to achieve the diagnosis. Combined morphological and advanced functional MRI imaging may help to differentiate benign from malignant peripheral nerve sheath tumors, avoiding unnecessary preoperative biopsy. CONCLUSIONS A standard microsurgical technique guided by ultrasound and neurophysiologic monitoring, allows in most of the cases a safe removal of the tumor and very satisfactory post-operative results for the patients.
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Affiliation(s)
- Stefano Telera
- UOSD Neurosurgery, IRCSS National Cancer Institute "Regina Elena", Rome, Italy.
| | - Laura Raus
- UOSD Neurosurgery, IRCSS National Cancer Institute "Regina Elena", Rome, Italy
| | - Veronica Vietti
- UOC Plastic Surgery, IRCSS National Cancer Institute "Regina Elena", Rome, Italy
| | - Andrea Pace
- UOSD Neurology, IRCSS National Cancer Institute "Regina Elena", Rome, Italy
| | - Veronica Villani
- UOSD Neurology, IRCSS National Cancer Institute "Regina Elena", Rome, Italy
| | - Edvina Galié
- UOSD Neurology, IRCSS National Cancer Institute "Regina Elena", Rome, Italy
| | - Nicola Freda
- UOSD Breast Unit, ASL Toscana Nord-Ovest, Viareggio, Italy
| | - Mariantonia Carosi
- UOC Pathology, IRCSS National Cancer Institute "Regina Elena", Rome, Italy
| | - Maurizio Costantini
- UOC Plastic Surgery, IRCSS National Cancer Institute "Regina Elena", Rome, Italy
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Martin E, Flucke UE, Coert JH, van Noesel MM. Treatment of malignant peripheral nerve sheath tumors in pediatric NF1 disease. Childs Nerv Syst 2020; 36:2453-2462. [PMID: 32494969 PMCID: PMC7575473 DOI: 10.1007/s00381-020-04687-3] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/30/2020] [Accepted: 05/14/2020] [Indexed: 12/11/2022]
Abstract
BACKGROUND Malignant peripheral nerve sheath tumors (MPNSTs) are rare yet highly aggressive soft tissue sarcomas. Children with neurofibromatosis type 1 (NF1) have a 10% lifetime risk for development of MPNST. Prognosis remains poor and survival seems worse for NF1 patients. METHODS This narrative review highlights current practices and pitfalls in the management of MPNST in pediatric NF1 patients. RESULTS Preoperative diagnostics can be challenging, but PET scans have shown to be useful tools. More recently, functional MRI holds promise as well. Surgery remains the mainstay treatment for these patients, but careful planning is needed to minimize postoperative morbidity. Functional reconstructions can play a role in improving functional status. Radiotherapy can be administered to enhance local control in selected cases, but care should be taken to minimize radiation effects as well as reduce the risk of secondary malignancies. The exact role of chemotherapy has yet to be determined. Reports on the efficacy of chemotherapy vary as some report lower effects in NF1 populations. Promisingly, survival seems to ameliorate in the last few decades and response rates of chemotherapy may increase in NF1 populations when administering it as part of standard of care. However, in metastasized disease, response rates remain poor. New systemic therapies are therefore desperately warranted and multiple trials are currently investigating the role of drugs. Targeted drugs are nevertheless not yet included in first line treatment. CONCLUSION Both research and clinical efforts benefit from multidisciplinary approaches with international collaborations in this rare malignancy.
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Affiliation(s)
- Enrico Martin
- Department of Plastic and Reconstructive Surgery, University Medical Center Utrecht, G04.126, PO Box 85060, 3508, AB, Utrecht, the Netherlands.
| | - Uta E. Flucke
- Department of Solid Tumors, Princess Máxima Center for Pediatric Oncology, Utrecht, the Netherlands ,Department of Pathology, Radboud University Medical Center, Nijmegen, the Netherlands
| | - J. Henk Coert
- Department of Plastic and Reconstructive Surgery, University Medical Center Utrecht, G04.126, PO Box 85060, 3508 AB Utrecht, the Netherlands
| | - Max M. van Noesel
- Department of Solid Tumors, Princess Máxima Center for Pediatric Oncology, Utrecht, the Netherlands
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