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Hajikarimloo B, Mohammadzadeh I, Ebrahimi A, Tos SM, Hashemi R, Hasanzade A, Habibi MA. Machine learning-based models for outcome prediction in skull base and spinal chordomas: a systematic review and meta-analysis. EUROPEAN SPINE JOURNAL : OFFICIAL PUBLICATION OF THE EUROPEAN SPINE SOCIETY, THE EUROPEAN SPINAL DEFORMITY SOCIETY, AND THE EUROPEAN SECTION OF THE CERVICAL SPINE RESEARCH SOCIETY 2025:10.1007/s00586-025-09053-y. [PMID: 40515835 DOI: 10.1007/s00586-025-09053-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/31/2025] [Revised: 06/02/2025] [Accepted: 06/07/2025] [Indexed: 06/16/2025]
Abstract
BACKGROUND Chordomas are primary bone lesions originating from embryonic notochord remnants, most commonly developing along the skull base and spine. Managing chordomas is challenging due to the complex surgical approaches and significant resistance to chemotherapy and radiation. Consequently, the prognosis for chordoma treatment is unfavorable. We aimed to systematically assess the outcomes of machine learning (ML) models in predicting progression, recurrence, and survival in chordoma patients. METHODS We conducted a systematic search on January 28, 2025, in PubMed, Embase, Scopus, and Web of Science. ML models that forecast skull base and spinal chordomas and report concordance index (C-index), area under the curve (AUC), accuracy (ACC), sensitivity, or specificity were included. A random-effects meta-analysis was performed using R with the "meta" and "mada" packages. The risk of bias (RoB) was assessed using the QUADAS-2 tool. RESULTS Fifteen studies involving 3525 chordomas were included. The meta-analysis exhibited a pooled C-index of 0.81 (0.79-0.83), an AUC of 0.86 (95% CI: 0.83-0.9), and an ACC of 0.8 (95% CI: 0.75-0.85). The meta-analysis showed a pooled sensitivity of 0.74 (95% CI: 0.71-0.77), a specificity of 0.78 (95% CI: 0.74-0.81), and a diagnostic odds ratio (DOR) of 12.1 (95% CI: 7.1-20.6). CONCLUSION Our results indicated that ML models demonstrated robust predictive performance across various outcomes in chordomas, with pooled C-index, AUC, and ACC values ranging from 0.80 to 0.86 in relation to models that forecast progression, recurrence, or survival. CLINICAL TRIAL NUMBER Not applicable.
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Affiliation(s)
- Bardia Hajikarimloo
- Department of Neurological Surgery, University of Virginia, Charlottesville, USA.
| | - Ibrahim Mohammadzadeh
- Department of Neurological Surgery, Shahid Beheshti University of Medical Sciences, Tehran, Iran
| | - Azin Ebrahimi
- Department of Neurological Surgery, Shahid Beheshti University of Medical Sciences, Tehran, Iran
| | - Salem M Tos
- Department of Neurological Surgery, University of Virginia, Charlottesville, USA
| | - Rana Hashemi
- Department of Neurological Surgery, Shahid Beheshti University of Medical Sciences, Tehran, Iran
| | - Arman Hasanzade
- Department of Neurological Surgery, Shahid Beheshti University of Medical Sciences, Tehran, Iran
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Li Z, Fan Y, Ma J, Wang K, Li D, Zhang J, Wu Z, Wang L, Tian K. The novel developed and validated multiparametric MRI-based fusion radiomic and clinicoradiomic models predict the postoperative progression of primary skull base chordoma. Sci Rep 2024; 14:28752. [PMID: 39567620 PMCID: PMC11579367 DOI: 10.1038/s41598-024-80410-5] [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: 06/02/2024] [Accepted: 11/18/2024] [Indexed: 11/22/2024] Open
Abstract
Local progression of primary skull base chordoma (PSBC) is a sign of treatment failure. Predicting the postoperative progression of PSBC can aid in the development of individualized treatment plans to improve patients' progression-free survival (PFS) after surgery. This study aimed to develop a multiparametric MRI-based fusion radiomic model (FRM) and clinicoradiomic model (CRM) via radiomic and clinical analysis and to explore their validity in predicting postoperative progression in PSBC patients before surgery. In this retrospective study, a total of 129 patients with PSBC from our institution, including 57 patients with progression, were enrolled and randomized to the training set (TS) or the validation set (VS) at a 2:1 ratio. Radiomic features were extracted and dimensionally reduced from 3.0 T/axial T2-weighted imaging (T2WI), T1-weighted imaging (T1WI) and contrast-enhanced T1-weighted imaging (CE-T1WI) sequences for each patient, and the features were used for radiomic analysis. Univariate and multivariate Cox regression analyses were used to screen for key clinical factors. We constructed models on the basis of multivariate logistic regression analysis. Receiver operating characteristic (ROC) curve, calibration curve, and decision curve analyses were performed to evaluate the performance of the clinical model (CM), FRM and CRM. Through analysis, we found that blood supply was the only significantly different clinical factor in the CM. For the FRM, the area under the receiver operating characteristic curve (AUC) of the TS was 0.925, and the calibration curves were consistent across the TS. In the CRM, the AUC of the TS was 0.929, the calibration curve analysis was consistent for both the TS and the VS, and the DCA showed that the net benefit was greater at a threshold probability of > 0% for both the TS and the VS. Our proposed FRM can help clinicians better predict PSBC progression preoperatively, and the use of the CRM can lead to the development of more appropriate protocols to improve patients' PFS after surgery.
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Affiliation(s)
- Zekai Li
- Department of Neurosurgery, Beijing Tiantan Hospital, Capital Medical University, Beijing, 100070, China
| | - Yanghua Fan
- Department of Neurosurgery, Beijing Tiantan Hospital, Capital Medical University, Beijing, 100070, China
| | - Junpeng Ma
- Department of Neurosurgery, Beijing Tiantan Hospital, Capital Medical University, Beijing, 100070, China
| | - Ke Wang
- Department of Neurosurgery, Beijing Tiantan Hospital, Capital Medical University, Beijing, 100070, China
| | - Da Li
- Department of Neurosurgery, Beijing Tiantan Hospital, Capital Medical University, Beijing, 100070, China
| | - Junting Zhang
- Department of Neurosurgery, Beijing Tiantan Hospital, Capital Medical University, Beijing, 100070, China
| | - Zhen Wu
- Department of Neurosurgery, Beijing Tiantan Hospital, Capital Medical University, Beijing, 100070, China.
| | - Liang Wang
- Department of Neurosurgery, Beijing Tiantan Hospital, Capital Medical University, Beijing, 100070, China.
| | - Kaibing Tian
- Department of Neurosurgery, Beijing Tiantan Hospital, Capital Medical University, Beijing, 100070, China.
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Agner KE, Larkins MC. Comparative overall survival analysis of chordomas of the base of the skull from the Surveillance, Epidemiology, and End Results (SEER) program between 2000 and 2020. Neurosurg Rev 2024; 47:683. [PMID: 39320522 PMCID: PMC11424729 DOI: 10.1007/s10143-024-02815-0] [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: 05/16/2024] [Revised: 08/31/2024] [Accepted: 09/02/2024] [Indexed: 09/26/2024]
Abstract
Chordomas of the skull base are rare, slow growing, locally invasive cancers with limited long-term survival analysis reported in the literature. We seek to provide comparative survival analysis of patients on a long-term (20-year) basis using population-level data. The Surveillance, Epidemiology, and End Results (SEER) program was queried for cases of chordoma relegated to the base of the skull, diagnosed between 2000 and 2020. Demographic, disease, and treatment information were analyzed using Cox proportional hazards and log-rank comparisons. 630 patients with chordoma of the skull base were identified. Age ≤ 49 years at diagnosis was associated with increased five-, 10-, and 20-year overall survival (hazard ratio (HR) = 0.39, 0.33, and 0.30, respectively; p < 0.001 for all). Treatment with surgery and adjuvant radiotherapy was associated with increased five-, 10-, and 20-year survival (HR = 0.71, 0.79, and 0.79, respectively; p < 0.001 for all). On univariate analysis, widowed patients had decreased survival (20-year overall survival = 34.8% [15.3%-34.8%] compared to married patients (74.4% [68.1%-80.8%]. Surgery remains the primary treatment associated with increased survival among patients with chordoma of the skull base, with adjuvant radiotherapy serving a complimentary role. Demographic factors such as marital status are also associated with changes in survival.
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Affiliation(s)
- Kevin E Agner
- The Ohio State University College of Medicine, 370 W. 9Th Avenue, Columbus, OH, 43210, USA
| | - Michael C Larkins
- East Carolina University Brody School of Medicine, 600 Moye Blvd, Greenville, NC, 27834, USA.
- Department of Emergency Medicine, Boonshoft School of Medicine at Wright State University, 2555 University Blvd, Fairborn, OH, USA.
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Li L, Wei KL, Liu MS, Wang QL, Zeng TF, Chen RZ, Xia XW, Zhang HT. Hematoporphyrin derivative-mediated photodynamic techniques for the diagnosis and treatment of chordoma. Photodiagnosis Photodyn Ther 2024; 48:104231. [PMID: 38821238 DOI: 10.1016/j.pdpdt.2024.104231] [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: 03/16/2024] [Revised: 05/10/2024] [Accepted: 05/28/2024] [Indexed: 06/02/2024]
Abstract
BACKGROUND Chordoma is a rare congenital low-grade malignant tumor characterized by infiltrative growth. It often tends to compress important intracranial nerves and blood vessels, making its surgical treatment extremely difficult. Besides, the efficacy of radiotherapy and chemotherapy is limited. The photosensitizer hematoporphyrin derivative (HPD) can emit red fluorescence under 405 nm excitation and produce reactive oxygen species for tumor therapy under 630 nm excitation. Herein, we investigated the effects of the photosensitizer hematoporphyrin derivative (HPD) on different cell lines of chordoma and xenograft tumors under 405 nm and 630 nm excitation. METHODS The photosensitizer hematoporphyrin derivative (HPD) and Two different chordoma cell lines (U-CH1, JHC7) were used for the test. The in vitro experiments were as follows: (1) the fluorescence intensity emitted by chordoma cells excited by different 405 nm light intensities was observed under a confocal microscope; (2) the Cell Counting Kit-8 (CCK-8) assay was performed to detect the effects of different photosensitizer concentrations and 630 nm light energy densities on the activity of chordoma cells. In the in vivo experiments, (3) Fluorescence visualization of chordoma xenograft tumors injected with photosensitizer via tail vein under 405 nm excitation; (4) Impact of 630 nm excitation of photosensitizer on the growth of chordoma xenograft tumors. RESULTS (1) The photosensitizers in chordoma cells and chordoma xenografts of nude mice were excited by 405 nm to emit red fluorescence; (2) 630 nm excitation photosensitizer reduces chordoma cell activity and inhibits chordoma xenograft tumor growth in chordoma nude mice. CONCLUSION Photodynamic techniques mediated by the photosensitizer hematoporphyrin derivatives can be used for the diagnosis and treatment of chordoma.
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Affiliation(s)
- Lei Li
- Department of Neurosurgery, Affiliated Hospital of Guilin Medical University, 541001 Guilin, China
| | - Kai-Lun Wei
- Department of Neurosurgery, Affiliated Hospital of Guilin Medical University, 541001 Guilin, China
| | - Ming-Song Liu
- Department of Neurosurgery, Affiliated Hospital of Guilin Medical University, 541001 Guilin, China
| | - Qi-Lin Wang
- Department of Neurosurgery, Affiliated Hospital of Guilin Medical University, 541001 Guilin, China
| | - Tong-Fei Zeng
- Department of Neurosurgery, Affiliated Hospital of Guilin Medical University, 541001 Guilin, China
| | - Rui-Zhe Chen
- Department of Neurosurgery, Affiliated Hospital of Guilin Medical University, 541001 Guilin, China
| | - Xue-Wei Xia
- Department of Neurosurgery, Affiliated Hospital of Guilin Medical University, 541001 Guilin, China
| | - Hong-Tian Zhang
- Department of Neurosurgery, Affiliated Hospital of Guilin Medical University, 541001 Guilin, China.
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Yu AC, Ko M, Han AY, St John M, Chhetri DK. Speech and Swallowing Outcomes of Surgically Managed Cervical Chordoma: A Case Series. Laryngoscope 2024; 134:3706-3712. [PMID: 38544468 DOI: 10.1002/lary.31418] [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: 09/23/2023] [Revised: 03/08/2024] [Accepted: 03/18/2024] [Indexed: 07/13/2024]
Abstract
OBJECTIVES Cervical chordoma is a rare, low-grade primary bone tumor occurring in the axial skeleton. Due to challenges in surgical exposure caused by anatomic location, patients may experience dysfunction in speech and swallowing. The objective of this study was to characterize speech and swallowing outcomes for patients undergoing surgical resection of cervical chordoma. Moreover, we detail in-depth two cases with similar initial presentations to compare prognostic factors and management strategies. METHODS Eleven patients with histologically confirmed cervical chordoma treated between 1993 and 2020 were included in this retrospective case series. Outcomes measured included overall survival, disease-free survival, need for enteral feeds, as well as results of modified barium swallow study (MBSS) and fiberoptic laryngoscopy. RESULTS The mean age at diagnosis was 55.9 years. The patient population was 81.8% male. Mean survival after diagnosis was 96 months. Four (36.4%) patients required post-operative MBSS and demonstrated aspiration. All four of these patients presented with tumors in the superior cervical spine and received surgeries utilizing anterior approaches. Of the four, 2 required enteral feeds long-term. Four (36.4%) patients endorsed dysphonia. One patient developed post-operative right vocal fold paresis. The remaining three patients experienced stable dysphonia pre- and post-operatively. Additionally, three (27%) patients required tracheostomy placement, two of which remained in place long-term. CONCLUSIONS Dysphagia is a common side effect of cervical chordoma resection. It is associated with the use of an anterior approach during resection and with tumors located in the superior cervical spine. Patients with postoperative dysphagia should receive early multidisciplinary swallow rehabilitation. LEVEL OF EVIDENCE 4 Laryngoscope, 134:3706-3712, 2024.
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Affiliation(s)
- Alice C Yu
- Department of Head and Neck Surgery, David Geffen School of Medicine, University of California Los Angeles, Los Angeles (UCLA), Los Angeles, California, U.S.A
| | - Myungjun Ko
- Department of Head and Neck Surgery, David Geffen School of Medicine, University of California Los Angeles, Los Angeles (UCLA), Los Angeles, California, U.S.A
| | - Albert Y Han
- Department of Head and Neck Surgery, University of Southern California (USC), Los Angeles, California, U.S.A
| | - Maie St John
- Department of Head and Neck Surgery, David Geffen School of Medicine, University of California Los Angeles, Los Angeles (UCLA), Los Angeles, California, U.S.A
- University of California Los Angeles, Los Angeles (UCLA) Head and Neck Cancer Program, Los Angeles, California, U.S.A
| | - Dinesh K Chhetri
- Department of Head and Neck Surgery, David Geffen School of Medicine, University of California Los Angeles, Los Angeles (UCLA), Los Angeles, California, U.S.A
- University of California Los Angeles, Los Angeles (UCLA) Head and Neck Cancer Program, Los Angeles, California, U.S.A
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Lipplaa A, van der Wal RJP, Krol ADG, Peul WC, Bovée JVMG, Gelderblom H. Incidence and centralization of chordoma in the Netherlands: A nationwide study between 1991 and 2020. Cancer Epidemiol 2024; 89:102527. [PMID: 38277716 DOI: 10.1016/j.canep.2024.102527] [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: 07/05/2023] [Revised: 11/12/2023] [Accepted: 01/14/2024] [Indexed: 01/28/2024]
Abstract
INTRODUCTION Chordomas are rare malignant bone tumors arising in the axial skeleton, with an incidence of 0.3-0.88 per million inhabitants. We studied the annual incidence rate and centralization of treatment for chordoma in the Netherlands. METHODS We retrieved pathology excerpts from the PALGA nationwide Dutch Pathology Registry between 1991 and 2019 for patients with a chordoma to calculate incidence rates. From pathology reports we extracted patient age at diagnosis, sex, year of diagnosis, localization of primary tumor, histologic chordoma subtype (conventional including chondroid, poorly differentiated or dedifferentiated), center of diagnosis (bone tumor referral center (BTC) or other hospital), and partial identification of the BTCs. RESULTS A total of 420 individual chordoma patients were identified in the given time period. The incidence of chordoma increased from 0.593 per million inhabitants between 1991-1995 to 1.111 from 2015-2019 (P = 0.001). Median age at diagnosis was 63 years (range 1-95), 252 patients (60%) were male. The proportion of samples analyzed in a BTC either primarily or secondary, as a consultation, revision or referral, increased significantly from 29.3% to 84.4% (P < 0.001). Most primary and secondary samples were analyzed at the Leiden University Medical Center (LUMC, 54.4% and 57% respectively). CONCLUSIONS This study shows an increase in the standardized incidence of pathology proven chordoma in the Netherlands. We observed an increase in samples being analysed in the specialized BTCs as well, which is in line with current guidelines and will hopefully lead to more accurate diagnoses and optimal treatment plans for chordoma patients in specialized treatment centers.
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Affiliation(s)
- A Lipplaa
- Department of Medical Oncology, Leiden University Medical Center, Leiden, the Netherlands.
| | - R J P van der Wal
- Department of Orthopaedic Surgery, Leiden University Medical Center, Leiden, the Netherlands
| | - A D G Krol
- Department of Radiotherapy, Leiden University Medical Center, Leiden, the Netherlands
| | - W C Peul
- Department of Neurosurgery, Leiden University Medical Center, Leiden, the Netherlands
| | - J V M G Bovée
- Department of Pathology, Leiden University Medical Center, Leiden, the Netherlands
| | - H Gelderblom
- Department of Medical Oncology, Leiden University Medical Center, Leiden, the Netherlands
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Şişli HB, Hayal TB, Şenkal S, Bulut E, Kıratlı B, Asutay AB, Şahin F, Bayrak ÖF, Doğan A. Activation of Wnt Pathway Suppresses Growth of MUG-Chor1 Chordoma Cell Line. Cell Biochem Biophys 2023; 81:823-837. [PMID: 37751039 DOI: 10.1007/s12013-023-01178-5] [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] [Accepted: 09/15/2023] [Indexed: 09/27/2023]
Abstract
Chordoma as a malignant bone tumor, occurs along the axial skeleton and does not have an effective therapy. Brachyury, which is a crucial player for the formation of early embryonic notochord, is abundantly found in both sporadic and familial chordoma. During embryonic development, Brachyury expression was reported to be regulated by the Wnt pathway. The objective of the study is to investigate the role of Wnt signaling in a human chordoma cell line in terms of proliferation, survival, and invasiveness. We tried to elucidate the signaling events that regulate Chordoma cancer. In this regard, Wnt pathway was activated or inhibited using various strategies including small molecules, siRNA-based knockdown and overexpression applications. The results indicated the negative regulatory effect of Wnt signaling activity on proliferation and migration capacity of the chordoma cells. It was revealed that when GSK3β was inhibited, the Wnt pathway was activated and negatively regulated T/Bra expression. Activity of the Wnt pathway caused cell cycle arrest, reduced migration potential of the cells, and led to cell death. Therefore, the present study suggests that the Wnt pathway plays a key role in suppressing the proliferation and invasive characteristics of human chordoma cells and has a great potential as a therapeutic target in further clinical studies.
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Affiliation(s)
- Hatice Burcu Şişli
- Faculty of Engineering, Genetics and Bioengineering Department, Yeditepe University, İstanbul, 34755, Turkey
| | - Taha Bartu Hayal
- Faculty of Engineering, Genetics and Bioengineering Department, Yeditepe University, İstanbul, 34755, Turkey
| | - Selinay Şenkal
- Faculty of Engineering, Genetics and Bioengineering Department, Yeditepe University, İstanbul, 34755, Turkey
| | - Ezgi Bulut
- Faculty of Engineering, Genetics and Bioengineering Department, Yeditepe University, İstanbul, 34755, Turkey
| | - Binnur Kıratlı
- Faculty of Engineering, Genetics and Bioengineering Department, Yeditepe University, İstanbul, 34755, Turkey
| | - Ayla Burçin Asutay
- Faculty of Engineering, Genetics and Bioengineering Department, Yeditepe University, İstanbul, 34755, Turkey
| | - Fikrettin Şahin
- Faculty of Engineering, Genetics and Bioengineering Department, Yeditepe University, İstanbul, 34755, Turkey
| | - Ömer Faruk Bayrak
- Department of Medical Genetics, School of Medicine, Yeditepe University, İstanbul, 34755, Turkey
| | - Ayşegül Doğan
- Faculty of Engineering, Genetics and Bioengineering Department, Yeditepe University, İstanbul, 34755, Turkey.
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Xiao Y, Yu W, Zheng J, Cheng L, Ding X, Qiao L, Wu X, Ma J. Bibliometric Insights in Advances of Chordoma: Global Trends and Research Development in the Last Decade. Orthop Surg 2023; 15:2505-2514. [PMID: 37580859 PMCID: PMC10549828 DOI: 10.1111/os.13831] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/27/2023] [Revised: 06/17/2023] [Accepted: 06/20/2023] [Indexed: 08/16/2023] Open
Abstract
Chordoma is a rare tumor, but has a serious effect on the quality of life of patients. This study aims to assess the overall knowledge structure and trends in the development of chordoma research using a bibliometric analysis and visualization tool. Research datasets were acquired from the Web of Science. VOS viewer and CiteSpace visualization software were used to demonstrate collaborations and correlations. Annual trends in publications, distribution, H-index status, co-authorship status, and research hotspots were analyzed. A total of 1844 publications from 2012 to 2022 were included. The number of chordoma-related publications increased year by year. The United States contributed the most publications (717) and had the highest total citations (10130) and H-index (50), followed by China. The United States was also the country most frequently involved in international cooperation. The most productive organization involved in chordoma research was Massachusetts General Hospital. World Neurosurgery (114) published the most papers on chordoma. Hornicek FJ was the most productive author over the last decade (41). Initially, diagnosis and the location of onset captured the attention of the research society. Quality of life, risk factors, disability, minimally invasive surgical techniques, molecular targeted therapy, and radiotherapy technology are the research hotspots in recent years. Indeed, this study provides important insights into the overall landscape of chordoma research and also contributes to the further investigation of the international frontier of chordoma.
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Affiliation(s)
- Yu Xiao
- Longhua HospitalShanghai University of Traditional Chinese MedicineShanghaiChina
| | - Wenlong Yu
- Longhua HospitalShanghai University of Traditional Chinese MedicineShanghaiChina
| | - Jianhu Zheng
- The First Clinical Medical College of Shandong University of Traditional Chinese MedicineJinanChina
| | - Lin Cheng
- Longhua HospitalShanghai University of Traditional Chinese MedicineShanghaiChina
| | - Xing Ding
- Longhua HospitalShanghai University of Traditional Chinese MedicineShanghaiChina
| | - Liang Qiao
- Shanghai East HospitalTongji University School of MedicineShanghaiChina
| | - Xuequn Wu
- Longhua HospitalShanghai University of Traditional Chinese MedicineShanghaiChina
| | - Junming Ma
- Longhua HospitalShanghai University of Traditional Chinese MedicineShanghaiChina
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Cheng P, Xie X, Knoedler S, Mi B, Liu G. Predicting overall survival in chordoma patients using machine learning models: a web-app application. J Orthop Surg Res 2023; 18:652. [PMID: 37660044 PMCID: PMC10474690 DOI: 10.1186/s13018-023-04105-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/07/2023] [Accepted: 08/16/2023] [Indexed: 09/04/2023] Open
Abstract
OBJECTIVE The goal of this study was to evaluate the efficacy of machine learning (ML) techniques in predicting survival for chordoma patients in comparison with the standard Cox proportional hazards (CoxPH) model. METHODS Using a Surveillance, Epidemiology, and End Results database of consecutive newly diagnosed chordoma cases between January 2000 and December 2018, we created and validated three ML survival models as well as a traditional CoxPH model in this population-based cohort study. Randomly, the dataset was divided into training and validation datasets. Tuning hyperparameters on the training dataset involved a 1000-iteration random search with fivefold cross-validation. Concordance index (C-index), Brier score, and integrated Brier score were used to evaluate the performance of the model. The receiver operating characteristic (ROC) curves, calibration curves, and area under the ROC curves (AUC) were used to assess the reliability of the models by predicting 5- and 10-year survival probabilities. RESULTS A total of 724 chordoma patients were divided into training (n = 508) and validation (n = 216) cohorts. Cox regression identified nine significant prognostic factors (p < 0.05). ML models showed superior performance over CoxPH model, with DeepSurv having the highest C-index (0.795) and the best discrimination for 5- and 10-year survival (AUC 0.84 and 0.88). Calibration curves revealed strong correlation between DeepSurv predictions and actual survival. Risk stratification by DeepSurv model effectively discriminated high- and low-risk groups (p < 0.01). The optimized DeepSurv model was implemented into a web application for clinical use that can be found at https://hust-chengp-ml-chordoma-app-19rjyr.streamlitapp.com/ . CONCLUSION ML algorithms based on time-to-event results are effective in chordoma prediction, with DeepSurv having the best discrimination performance and calibration.
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Affiliation(s)
- Peng Cheng
- Department of Orthopedics, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, 1277# Jiefang Avenue, Wuhan, 430022, Hubei, China
| | - Xudong Xie
- Department of Orthopedics, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, 1277# Jiefang Avenue, Wuhan, 430022, Hubei, China
| | - Samuel Knoedler
- Department of Plastic Surgery, Brigham and Women's Hospital, Harvard Medical School, Boston, MA, 02215, USA
| | - Bobin Mi
- Department of Orthopedics, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, 1277# Jiefang Avenue, Wuhan, 430022, Hubei, China.
| | - Guohui Liu
- Department of Orthopedics, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, 1277# Jiefang Avenue, Wuhan, 430022, Hubei, China.
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Zhao L, Chang C, Zhuang Y, Wang B, Qin L, Zheng JJ, You YP, Liu N, Ji J, Zheng K. Primary Skull Base Chordomas: A Clinicopathological Analysis of 94 Patients. World Neurosurg 2023; 175:e841-e854. [PMID: 37068608 DOI: 10.1016/j.wneu.2023.04.032] [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: 03/06/2023] [Accepted: 04/10/2023] [Indexed: 04/19/2023]
Abstract
OBJECTIVE To investigate prognostic factors in patients with primary skull base chordoma (PSBC) to guide future therapeutic advances. METHODS This retrospective cohort study of 94 PSBC patients was conducted in 2 institutions from January 2006 to December 2013. Independent predictors for progression-free survival (PFS) and overall survival were established with multivariate Cox regression analysis. RESULTS Age (P = 0.006), extent of resection (P = 0.037), and radiotherapy (RT) (P = 0.027) were established as independent predictors for PFS in PSBC patients. Similarly, age (P = 0.002), extent of resection (P = 0.048), and RT (P = 0.015) were established as independent predictors for overall survival. Meta-analysis manifested that lower MIB-1 correlated with longer PFS in skull base chordoma patients (P < 0.001). RT doubled the 5-year PFS rate from 28.6 ± 12.1% to 61.6 ± 10.7% (P = 0.031) and increased the 5-year overall survival rate from 54.5 ± 13.8% to 84.2 ± 8.4% (P = 0.020) in the subtotal resection/partial resection and MIB-1 labeling index (STR/PR+MIB-1 LI) <2% subgroup. In contrast, in the STR/PR+MIB-1 LI ≥2% subgroup, the survival benefit of RT remained uncertain. Further analysis revealed no survival difference between different RT modalities in STR/PR PSBC patients. CONCLUSIONS In PSBC patients, age, extent of resection, and adjuvant RT all are independent predictors for PFS. Lower MIB-1 LI is associated with longer PFS in PSBC patients. Adjuvant RT is necessary for PSBC patients who undergo STR/PR with MIB-1 LI <2%. Patients who undergo GTR or STR/PR with MIB-1 LI ≥2% seem nonresponsive to RT.
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Affiliation(s)
- Lin Zhao
- Department of Neurosurgery, The First Affiliated Hospital of Nanjing Medical University, Nanjing, China
| | - Chuan Chang
- Department of Neurosurgery, Huashan Hospital, Fudan University, Shanghai, China
| | - Yan Zhuang
- Department of Medical Oncology, Jiangsu Institute of Cancer Research, Jiangsu Cancer Hospital, The Affiliated Cancer Hospital of Nanjing Medical University, Nanjing, China
| | - Binbin Wang
- Department of Neurosurgery, The First Affiliated Hospital of Nanjing Medical University, Nanjing, China
| | - Lang Qin
- Department of Radiology, The First Affiliated Hospital of Nanjing Medical University, Nanjing, China
| | - Jia-Jun Zheng
- Department of Neurosurgery, Huashan Hospital, Fudan University, Shanghai, China
| | - Yong-Ping You
- Department of Neurosurgery, The First Affiliated Hospital of Nanjing Medical University, Nanjing, China
| | - Ning Liu
- Department of Neurosurgery, The First Affiliated Hospital of Nanjing Medical University, Nanjing, China
| | - Jing Ji
- Department of Neurosurgery, The First Affiliated Hospital of Nanjing Medical University, Nanjing, China; Department of Neurosurgery, The Affiliated Kizilsu Kirghiz Autonomous Prefecture People's Hospital of Nanjing Medical University, Artux, Xinjiang, China.
| | - Kang Zheng
- Department of Neurosurgery, Huashan Hospital, Fudan University, Shanghai, China
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11
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Ajay AK, Chu P, Patel P, Deban C, Roychowdhury C, Heda R, Halawi A, Saad A, Younis N, Zhang H, Jiang X, Nasr M, Hsiao LL, Lin G, Azzi JR. High-Throughput/High Content Imaging Screen Identifies Novel Small Molecule Inhibitors and Immunoproteasomes as Therapeutic Targets for Chordoma. Pharmaceutics 2023; 15:1274. [PMID: 37111759 PMCID: PMC10145398 DOI: 10.3390/pharmaceutics15041274] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/06/2023] [Revised: 03/29/2023] [Accepted: 04/04/2023] [Indexed: 04/29/2023] Open
Abstract
Chordomas account for approximately 1-4% of all malignant bone tumors and 20% of primary tumors of the spinal column. It is a rare disease, with an incidence estimated to be approximately 1 per 1,000,000 people. The underlying causative mechanism of chordoma is unknown, which makes it challenging to treat. Chordomas have been linked to the T-box transcription factor T (TBXT) gene located on chromosome 6. The TBXT gene encodes a protein transcription factor TBXT, or brachyury homolog. Currently, there is no approved targeted therapy for chordoma. Here, we performed a small molecule screening to identify small chemical molecules and therapeutic targets for treating chordoma. We screened 3730 unique compounds and selected 50 potential hits. The top three hits were Ribociclib, Ingenol-3-angelate, and Duvelisib. Among the top 10 hits, we found a novel class of small molecules, including proteasomal inhibitors, as promising molecules that reduce the proliferation of human chordoma cells. Furthermore, we discovered that proteasomal subunits PSMB5 and PSMB8 are increased in human chordoma cell lines U-CH1 and U-CH2, confirming that the proteasome may serve as a molecular target whose specific inhibition may lead to better therapeutic strategies for chordoma.
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Affiliation(s)
- Amrendra K. Ajay
- Transplant Research Centre, Division of Renal Medicine, Department of Medicine, Brigham and Women’s Hospital, Boston, MA 02115, USA (R.H.)
- Department of Medicine, Harvard Medical School, Boston, MA 02115, USA
| | - Philip Chu
- Transplant Research Centre, Division of Renal Medicine, Department of Medicine, Brigham and Women’s Hospital, Boston, MA 02115, USA (R.H.)
| | - Poojan Patel
- Transplant Research Centre, Division of Renal Medicine, Department of Medicine, Brigham and Women’s Hospital, Boston, MA 02115, USA (R.H.)
- Department of Medicine, Harvard Medical School, Boston, MA 02115, USA
| | - Christa Deban
- Transplant Research Centre, Division of Renal Medicine, Department of Medicine, Brigham and Women’s Hospital, Boston, MA 02115, USA (R.H.)
| | - Chitran Roychowdhury
- Transplant Research Centre, Division of Renal Medicine, Department of Medicine, Brigham and Women’s Hospital, Boston, MA 02115, USA (R.H.)
| | - Radhika Heda
- Transplant Research Centre, Division of Renal Medicine, Department of Medicine, Brigham and Women’s Hospital, Boston, MA 02115, USA (R.H.)
| | - Ahmad Halawi
- Transplant Research Centre, Division of Renal Medicine, Department of Medicine, Brigham and Women’s Hospital, Boston, MA 02115, USA (R.H.)
- Department of Medicine, Harvard Medical School, Boston, MA 02115, USA
| | - Anis Saad
- Transplant Research Centre, Division of Renal Medicine, Department of Medicine, Brigham and Women’s Hospital, Boston, MA 02115, USA (R.H.)
- Department of Medicine, Harvard Medical School, Boston, MA 02115, USA
| | - Nour Younis
- Transplant Research Centre, Division of Renal Medicine, Department of Medicine, Brigham and Women’s Hospital, Boston, MA 02115, USA (R.H.)
- Department of Medicine, Harvard Medical School, Boston, MA 02115, USA
| | - Hao Zhang
- Department of Microbiology and Immunology, Weill Cornell Medicine, New York, NY 10065, USA
| | - Xiuju Jiang
- Department of Microbiology and Immunology, Weill Cornell Medicine, New York, NY 10065, USA
| | - Mahmoud Nasr
- Transplant Research Centre, Division of Renal Medicine, Department of Medicine, Brigham and Women’s Hospital, Boston, MA 02115, USA (R.H.)
- Department of Medicine, Harvard Medical School, Boston, MA 02115, USA
| | - Li-Li Hsiao
- Transplant Research Centre, Division of Renal Medicine, Department of Medicine, Brigham and Women’s Hospital, Boston, MA 02115, USA (R.H.)
- Department of Medicine, Harvard Medical School, Boston, MA 02115, USA
| | - Gang Lin
- Department of Microbiology and Immunology, Weill Cornell Medicine, New York, NY 10065, USA
| | - Jamil R. Azzi
- Transplant Research Centre, Division of Renal Medicine, Department of Medicine, Brigham and Women’s Hospital, Boston, MA 02115, USA (R.H.)
- Department of Medicine, Harvard Medical School, Boston, MA 02115, USA
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12
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Schnurman Z, Benjamin CG, Miceli M, Sen C. Clival Chordomas in the Endoscopic Endonasal Era: Comparison With Management With Open Skull Base Approaches. Neurosurgery 2023; 92:756-761. [PMID: 36729618 DOI: 10.1227/neu.0000000000002286] [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: 06/13/2022] [Accepted: 10/03/2022] [Indexed: 02/03/2023] Open
Abstract
BACKGROUND The most significant paradigm shift in surgical management of skull base chordomas has been the adoption of the endoscopic endonasal approach, but the impact on patient outcomes compared with open skull base approaches remains unclear. OBJECTIVE To compare a large series of patients treated by a single surgeon using primarily endoscopic endonasal approaches with previously published outcomes by the same surgeon using open skull base approaches. METHODS Between 2006 and 2020, 68 patients with skull base chordoma underwent resection using primarily endoscopic endonasal approaches. Outcomes and complications were compared with previously published results of resection of chordomas from 1991 to 2005 using open skull base approaches. RESULTS Compared with the prior cohort, the current principally endoscopic cohort demonstrated similar rates of OS ( P = .86) and progression-free survival ( P = .56), but patients undergoing first-time resection had significantly higher rates of radical resection (82.9% compared with 64.3%, P = .05) and required fewer staged surgeries (9.8% compared with 33.3%, P = .01). CONCLUSION There was no difference in survival rates for patients treated in the current era, primarily using endoscopic endonasal techniques, compared with previously published results using open skull-base approaches by the same surgeon. Although use of endoscopic endonasal approach resulted in higher rates of radical resection, patients undergoing first-time resection and fewer staged surgeries were required.
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Affiliation(s)
- Zane Schnurman
- Department of Neurosurgery, NYU Langone Health, New York, New York, USA
| | | | - Mary Miceli
- Department of Neurosurgery, NYU Langone Health, New York, New York, USA
| | - Chandranath Sen
- Department of Neurosurgery, NYU Langone Health, New York, New York, USA
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13
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Aydemir E, Tüysüz EC, Bayrak ÖF, Tecimel D, Hızlı-Deniz AA, Şahin F. Impact of silencing eEF2K expression on the malignant properties of chordoma. Mol Biol Rep 2023; 50:3011-3022. [PMID: 36652154 DOI: 10.1007/s11033-023-08257-z] [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: 09/13/2022] [Accepted: 01/06/2023] [Indexed: 01/19/2023]
Abstract
BACKGROUND Eukaryotic elongation factor 2 kinase (eukaryotic elongation factor 2 kinase, eEF2K) is a calcium calmodulin dependent protein kinase that keeps the highest energy consuming cellular process of protein synthesis under check through negative regulation. eEF2K pauses global protein synthesis rates at the translational elongation step by phosphorylating its only kown substrate elongation factor 2 (eEF2), a unique translocase activity in ekaryotic cells enabling the polypeptide chain elongation. Therefore, eEF2K is thought to preserve cellular energy pools particularly upon acute development of cellular stress conditions such as nutrient deprivation, hypoxia, or infections. Recently, high expression of this enzyme has been associated with poor prognosis in an array of solid tumor types. Therefore, in a growing number of studies tremendous effort is being directed to the development of treatment methods aiming to suppress eEF2K as a novel therapeutic approach in the fight against cancer. METHODS In our study, we aimed to investigate the changes in the tumorigenicity of chordoma cells in presence of gene silencing for eEF2K. Taking a transient gene silencing approach using siRNA particles, eEF2K gene expression was suppressed in chordoma cells. RESULTS Silencing eEF2K expression was associated with a slight increase in cellular proliferation and a decrease in death rates. Furthermore, no alteration in the sensitivity of chordoma cells to chemotherapy was detected in response to the decrease in eEF2K expression which intriguingly promoted suppression of cell migratory and invasion related properties. CONCLUSION Our findings indicate that the loss of eEF2K expression in chordoma cell lines results in the reduction of metastatic capacity.
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Affiliation(s)
- Esra Aydemir
- Department of Biomedical Engineering, Faculty of Engineering and Natural Sciences, Biruni University, 10. Yil Cad, Protokol Yolu, No: 45 Topkapı, 34010, Istanbul, Turkey.
| | - Emre Can Tüysüz
- Department of Genetics and Bioengineering, Faculty of Engineering, Yeditepe University, Istanbul, Turkey.,Department of Medical Genetics, Yeditepe University Medical School and Yeditepe University Hospital, Istanbul, Turkey.,Department of Translational Medicine, Lund University, Malmö, Sweden
| | - Ömer Faruk Bayrak
- Department of Medical Genetics, Yeditepe University Medical School and Yeditepe University Hospital, Istanbul, Turkey
| | - Didem Tecimel
- Department of Genetics and Bioengineering, Faculty of Engineering, Yeditepe University, Istanbul, Turkey.,Department of Medical Genetics, Yeditepe University Medical School and Yeditepe University Hospital, Istanbul, Turkey
| | - Ayşen Aslı Hızlı-Deniz
- Department of Genetics and Bioengineering, Faculty of Engineering, Yeditepe University, Istanbul, Turkey
| | - Fikrettin Şahin
- Department of Genetics and Bioengineering, Faculty of Engineering, Yeditepe University, Istanbul, Turkey
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14
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Zhao C, Tan T, Zhang E, Wang T, Gong H, Jia Q, Liu T, Yang X, Zhao J, Wu Z, Wei H, Xiao J, Yang C. A chronicle review of new techniques that facilitate the understanding and development of optimal individualized therapeutic strategies for chordoma. Front Oncol 2022; 12:1029670. [PMID: 36465398 PMCID: PMC9708744 DOI: 10.3389/fonc.2022.1029670] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/27/2022] [Accepted: 10/19/2022] [Indexed: 09/01/2023] Open
Abstract
Chordoma is a rare malignant bone tumor that mainly occurs in the sacrum and the clivus/skull base. Surgical resection is the treatment of choice for chordoma, but the local recurrence rate is high with unsatisfactory prognosis. Compared with other common tumors, there is not much research and individualized treatment for chordoma, partly due to the rarity of the disease and the lack of appropriate disease models, which delay the discovery of therapeutic strategies. Recent advances in modern techniques have enabled gaining a better understanding of a number of rare diseases, including chordoma. Since the beginning of the 21st century, various chordoma cell lines and animal models have been reported, which have partially revealed the intrinsic mechanisms of tumor initiation and progression with the use of next-generation sequencing (NGS) techniques. In this study, we performed a systematic overview of the chordoma models and related sequencing studies in a chronological manner, from the first patient-derived chordoma cell line (U-CH1) to diverse preclinical models such as the patient-derived organoid-based xenograft (PDX) and patient-derived organoid (PDO) models. The use of modern sequencing techniques has discovered mutations and expression signatures that are considered potential treatment targets, such as the expression of Brachyury and overactivated receptor tyrosine kinases (RTKs). Moreover, computational and bioinformatics techniques have made drug repositioning/repurposing and individualized high-throughput drug screening available. These advantages facilitate the research and development of comprehensive and personalized treatment strategies for indicated patients and will dramatically improve their prognoses in the near feature.
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Affiliation(s)
- Chenglong Zhao
- Spinal Tumor Center, Department of Orthopedic Oncology, Changzheng Hospital, Shanghai, China
| | - Tao Tan
- Department of Orthopedics, 905 Hospital of People’s Liberation Army Navy, Shanghai, China
| | - E. Zhang
- Spinal Tumor Center, Department of Orthopedic Oncology, Changzheng Hospital, Shanghai, China
| | - Ting Wang
- Spinal Tumor Center, Department of Orthopedic Oncology, Changzheng Hospital, Shanghai, China
| | - Haiyi Gong
- Spinal Tumor Center, Department of Orthopedic Oncology, Changzheng Hospital, Shanghai, China
| | - Qi Jia
- Spinal Tumor Center, Department of Orthopedic Oncology, Changzheng Hospital, Shanghai, China
| | - Tielong Liu
- Spinal Tumor Center, Department of Orthopedic Oncology, Changzheng Hospital, Shanghai, China
| | - Xinghai Yang
- Spinal Tumor Center, Department of Orthopedic Oncology, Changzheng Hospital, Shanghai, China
| | - Jian Zhao
- Spinal Tumor Center, Department of Orthopedic Oncology, Changzheng Hospital, Shanghai, China
| | - Zhipeng Wu
- Spinal Tumor Center, Department of Orthopedic Oncology, Changzheng Hospital, Shanghai, China
| | - Haifeng Wei
- Spinal Tumor Center, Department of Orthopedic Oncology, Changzheng Hospital, Shanghai, China
| | - Jianru Xiao
- Spinal Tumor Center, Department of Orthopedic Oncology, Changzheng Hospital, Shanghai, China
| | - Cheng Yang
- Spinal Tumor Center, Department of Orthopedic Oncology, Changzheng Hospital, Shanghai, China
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15
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Bin-Alamer O, Mallela AN, Palmisciano P, Gersey ZC, Elarjani T, Labib MA, Zenonos GA, Dehdashti AR, Sheehan JP, Couldwell WT, Lunsford LD, Abou-Al-Shaar H. Adjuvant stereotactic radiosurgery with or without postoperative fractionated radiation therapy in adults with skull base chordomas: a systematic review. Neurosurg Focus 2022; 53:E5. [DOI: 10.3171/2022.8.focus22239] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/21/2022] [Accepted: 08/08/2022] [Indexed: 11/13/2022]
Abstract
OBJECTIVE
The objective of this retrospective study was to compare the survival of patients with biopsy-proven skull base chordoma who had undergone stereotactic radiosurgery (SRS) with versus without prior fractionated radiation therapy (RT).
METHODS
Relevant articles from database inception to September 2021 were retrieved from the PubMed, Scopus, Web of Science, and Cochrane databases for a systematic review of treatment protocols. Studies were included if they 1) involved adult patients (age ≥ 18 years) with histologically and radiologically confirmed chordomas located within the clival skull base region and treated with SRS; 2) reported data on clinical features, SRS protocols, and outcomes; and 3) were written in the English language. Studies were excluded if they 1) were literature reviews, case reports, technical notes, abstracts, or autopsy reports; 2) did not clearly differentiate the data of patients with chordomas from the data of patients with different tumors or the data of patients with chordomas in locations other than the skull base; or 3) lacked histological confirmation or treatment and outcome data. Extracted data included the following: study author and publication year, patient age and sex, symptoms, cranial nerve involvement, invaded structures, lesion size, treatment modality, surgical details, histopathological type, RT modality, SRS parameters, complications, postradiosurgery outcomes, complications, and survival outcomes.
RESULTS
After the selection process, 15 articles describing 130 patients met the study eligibility criteria, including 94 patients who had undergone postresection SRS (NoRT group) and 36 who had undergone postresection fractionated RT and subsequent SRS (RT group). The NoRT and RT groups were comparable in age (51.3 vs 47.4 years, respectively), sex (57.1% vs 58.3% male), tumor volume (9.5 vs 11.2 cm3), SRS treatment parameters (maximum dose: 35.4 vs 42.2 Gy, marginal dose: 19.6 vs 20.6 Gy, treatment isodose line: 60.2% vs 65.2%), and SRS adverse effects (10.9% vs 17.6%). For the entire cohort, the 3-, 5-, and 10-year progression-free survival (PFS) rates were 23%, 9%, and 3%, respectively, and the overall survival (OS) rates were 94%, 82%, and 76%, respectively. In the NoRT group, SRS was adjuvant treatment after resection in 38 patients (40.4%), salvage treatment for recurrent tumor treated with resection alone in 10 (10.6%), and not specified in 46 (48.9%). In the RT group, SRS was boost treatment in 9 patients (25.0%), salvage treatment after recurrence in 22 (61.1%), and not specified in 5 (13.9%). There was no difference between the two groups in terms of median PFS (24.0 months [Q1 34.0, Q3 15.0] vs 23.8 months [34.0, 18.0], respectively; p = 0.8) or median OS (293.0 months [not reached, 137.4] vs not reached [not reached, 48.0], respectively; p = 0.36). The adverse radiation effect rates were comparable between the groups (10.9% vs 17.6%, respectively; p = 0.4).
CONCLUSIONS
The role of SRS in the management of skull base chordomas is still evolving. This systematic literature review of biopsy-proven chordoma revealed that tumor control and survival rates for SRS alone after chordoma surgery were not inferior to those encountered after SRS plus fractionated RT.
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Affiliation(s)
- Othman Bin-Alamer
- Department of Neurological Surgery, University of Pittsburgh Medical Center, Pittsburgh, Pennsylvania
| | - Arka N. Mallela
- Department of Neurological Surgery, University of Pittsburgh Medical Center, Pittsburgh, Pennsylvania
| | - Paolo Palmisciano
- Department of Neurosurgery, University of Cincinnati College of Medicine, Cincinnati, Ohio
| | - Zachary C. Gersey
- Department of Neurological Surgery, University of Pittsburgh Medical Center, Pittsburgh, Pennsylvania
| | - Turki Elarjani
- Department of Neurosurgery, University of Miami Miller School of Medicine, Miami, Florida
| | - Mohamed A. Labib
- Department of Neurosurgery, University of Maryland School of Medicine, Baltimore, Maryland
| | - Georgios A. Zenonos
- Department of Neurological Surgery, University of Pittsburgh Medical Center, Pittsburgh, Pennsylvania
| | - Amir R. Dehdashti
- Department of Neurosurgery, Zucker School of Medicine at Hofstra/Northwell, Manhasset, New York
| | - Jason P. Sheehan
- Department of Neurosurgery, University of Virginia Health System, Charlottesville, Virginia; and
| | - William T. Couldwell
- Department of Neurosurgery, Clinical Neurosciences Center, University of Utah, Salt Lake City, Utah
| | - L. Dade Lunsford
- Department of Neurological Surgery, University of Pittsburgh Medical Center, Pittsburgh, Pennsylvania
| | - Hussam Abou-Al-Shaar
- Department of Neurological Surgery, University of Pittsburgh Medical Center, Pittsburgh, Pennsylvania
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16
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Li M, Bai J, Xiong Y, Shen Y, Wang S, Li C, Zhang Y. High systemic inflammation score is associated with adverse survival in skull base chordoma. Front Oncol 2022; 12:1046093. [PMID: 36313652 PMCID: PMC9613931 DOI: 10.3389/fonc.2022.1046093] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/16/2022] [Accepted: 09/29/2022] [Indexed: 11/17/2022] Open
Abstract
Background The systemic inflammation score (SIS), based on preoperative lymphocyte to monocyte ratio (LMR) and albumin (ALB), was recently developed and is demonstrated to be a novel prognostic indicator in several cancers. However, data discussing the utility of SIS in chordoma are lacking. We aimed to investigate the distribution and the prognostic role of SIS in primary skull base chordoma patients undergoing surgery. Material and methods Preoperative SIS was retrospectively collected from 183 skull base chordoma patients between 2008 and 2014 in a single center. Its associations with clinical features and overall survival (OS) were further analyzed. The SIS-based nomogram was developed and evaluated by the concordance index (C-index), time-dependent receiver operating characteristic (ROC) curve, calibration curve, and decision curve analysis (DCA). Results The numbers of patients in the SIS 2, 1, and 0 group were 29 (15.8%), 60 (32.8%), 94 (51.4%), respectively. High SIS was associated with older age (p = 0.008), brainstem involvement of tumors (p = 0.039), and adverse OS (p < 0.001). Importantly, multivariate Cox analysis showed that high SIS independently predicts adverse OS. Furthermore, the nomogram based on SIS and clinical variables showed eligible performance for OS prediction in both training and validation cohorts. Conclusions The SIS is a promising, simple prognostic biomarker, and the SIS-based nomogram serves as a potential risk stratification tool for outcome in skull base chordoma patients.
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Affiliation(s)
- Mingxuan Li
- Department of Neurosurgery, Beijing Tiantan Hospital, Capital Medical University, Beijing, China
- Beijing Neurosurgical Institute, Capital Medical University, Beijing, China
| | - Jiwei Bai
- Department of Neurosurgery, Beijing Tiantan Hospital, Capital Medical University, Beijing, China
| | - Yujia Xiong
- Beijing Neurosurgical Institute, Capital Medical University, Beijing, China
| | - Yutao Shen
- Beijing Neurosurgical Institute, Capital Medical University, Beijing, China
| | - Shuai Wang
- Beijing Neurosurgical Institute, Capital Medical University, Beijing, China
| | - Chuzhong Li
- Beijing Neurosurgical Institute, Capital Medical University, Beijing, China
| | - Yazhuo Zhang
- Department of Neurosurgery, Beijing Tiantan Hospital, Capital Medical University, Beijing, China
- Beijing Neurosurgical Institute, Capital Medical University, Beijing, China
- Beijing Institute for Brain Disorders Brain Tumor Center, Beijing, China
- China National Clinical Research Center for Neurological Diseases, Beijing, China
- Key Laboratory of Central Nervous System Injury Research, Capital Medical University, Beijing, China
- *Correspondence: Yazhuo Zhang,
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17
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Young K, Nielsen T, Bulosan H, Thorne TJ, Ogasawara CT, Birkeland AC, Tang DM, Wu AW, Steele TO. Metastatic skull base chordoma: A systematic review. Laryngoscope Investig Otolaryngol 2022; 7:1280-1291. [PMID: 36258855 PMCID: PMC9575061 DOI: 10.1002/lio2.906] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/14/2022] [Revised: 08/11/2022] [Accepted: 08/15/2022] [Indexed: 11/11/2022] Open
Abstract
Objective/Hypothesis To investigate the clinical features, management strategies and outcomes for patients with metastatic primary skull base chordomas. Study Design Systematic review. Methods A systematic search through Pubmed/Medline, Web of Science, and EBSCOhost (CINAHL) was conducted without restriction on dates. After study screening and full-text assessment, two authors independently extracted all data using a pre-established abstraction form. Results Forty cases were included from 38 studies. The average age (standard deviation [SD]) of the sample at presentation was 28.5 (23.3) and was equally distributed across genders. The average time (SD) between initial diagnosis to local recurrence was 40.1 (60.3) months. The average time (SD) from primary tumor detection to the diagnosis of metastatic disease was 55.2 (49.0) months. The most common subsite for metastatic spread were the lungs (32.5%). Of the 33 patients with data on outcomes, 48.5% were found to have expired by the time of publication. The median overall survival was estimated to be 84 months (95% confidence interval [CI] 62.3-105.7). Conclusions The most common subsites for metastatic spread of skull base chordoma were the lungs and bone. Overall survival for patients in the current cohort was a median of 84 months, with no significant differences noted when stratifying by the extent of surgery or the site of metastases. Level of Evidence 3a.
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Affiliation(s)
- Kurtis Young
- University of Hawai'i at Mānoa John A. Burns School of MedicineHonoluluHawaiiUSA
| | - Torbjoern Nielsen
- University of Hawai'i at Mānoa John A. Burns School of MedicineHonoluluHawaiiUSA
| | - Hannah Bulosan
- University of Hawai'i at Mānoa John A. Burns School of MedicineHonoluluHawaiiUSA
| | - Tyler J. Thorne
- University of Hawai'i at Mānoa John A. Burns School of MedicineHonoluluHawaiiUSA
| | - Christian T. Ogasawara
- Department of NeurosurgeryUniversity of Texas Medical Branch at GalvestonGalvestonTexasUSA
| | - Andrew C. Birkeland
- Department of Otolaryngology‐Head and Neck SurgeryUniversity of California Davis Medical CenterSacramentoCaliforniaUSA
| | - Dennis M. Tang
- Department of Otolaryngology‐Head and Neck SurgeryCedars‐Sinai Medical CenterLos AngelesCaliforniaUSA
| | - Arthur W. Wu
- Department of Otolaryngology‐Head and Neck SurgeryCedars‐Sinai Medical CenterLos AngelesCaliforniaUSA
| | - Toby O. Steele
- Department of Otolaryngology‐Head and Neck SurgeryUniversity of California Davis Medical CenterSacramentoCaliforniaUSA
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18
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Rubino F, Alvarez-Breckenridge C, Akdemir K, Conley AP, Bishop AJ, Wang WL, Lazar AJ, Rhines LD, DeMonte F, Raza SM. Prognostic molecular biomarkers in chordomas: A systematic review and identification of clinically usable biomarker panels. Front Oncol 2022; 12:997506. [PMID: 36248987 PMCID: PMC9557284 DOI: 10.3389/fonc.2022.997506] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/19/2022] [Accepted: 09/12/2022] [Indexed: 11/13/2022] Open
Abstract
Introduction and objective Despite the improvements in management and treatment of chordomas over time, the risk of disease recurrence remains high. Consequently, there is a push to develop effective systemic therapeutics for newly diagnosed and recurrent disease. In order to tailor treatment for individual chordoma patients and develop effective surveillance strategies, suitable clinical biomarkers need to be identified. The objective of this study was to systematically review all prognostic biomarkers for chordomas reported to date in order to classify them according to localization, study design and statistical analysis. Methods Using the Preferred Reporting Items for Systematic Reviews and Meta-Analyses (PRISMA) guidelines, we systematically reviewed published studies reporting biomarkers that correlated with clinical outcomes. We included time-to-event studies that evaluated biomarkers in skull base or spine chordomas. To be included in our review, the study must have analyzed the outcomes with univariate and/or multivariate methods (log-rank test or a Cox-regression model). Results We included 68 studies, of which only 5 were prospective studies. Overall, 103 biomarkers were analyzed in 3183 patients. According to FDA classification, 85 were molecular biomarkers (82.5%) mainly located in nucleus and cytoplasm (48% and 27%, respectively). Thirty-four studies analyzed biomarkers with Cox-regression model. Within these studies, 32 biomarkers (31%) and 22 biomarkers (21%) were independent prognostic factors for PFS and OS, respectively. Conclusion Our analysis identified a list of 13 biomarkers correlating with tumor control rates and survival. The future point will be gathering all these results to guide the clinical validation for a chordoma biomarker panel. Our identified biomarkers have strengths and weaknesses according to FDA's guidelines, some are affordable, have a low-invasive collection method and can be easily measured in any health care setting (RDW and D-dimer), but others molecular biomarkers need specialized assay techniques (microRNAs, PD-1 pathway markers, CDKs and somatic chromosome deletions were more chordoma-specific). A focused list of biomarkers that correlate with local recurrence, metastatic spread and survival might be a cornerstone to determine the need of adjuvant therapies.
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Affiliation(s)
- Franco Rubino
- Department of Neurosurgery, Division of surgery, The University of Texas MD Anderson Cancer Center, University of Texas, Houston, TX, United States
| | - Christopher Alvarez-Breckenridge
- Department of Neurosurgery, Division of surgery, The University of Texas MD Anderson Cancer Center, University of Texas, Houston, TX, United States
| | - Kadir Akdemir
- Department of Neurosurgery, Division of surgery, The University of Texas MD Anderson Cancer Center, University of Texas, Houston, TX, United States
| | - Anthony P. Conley
- Department of Sarcoma Medical Oncology, Division of Cancer Medicine, The University of Texas MD Anderson Cancer Center, University of Texas, Houston, TX, United States
| | - Andrew J. Bishop
- Department of Radiation Oncology, Division of Radiation Oncology, The University of Texas MD Anderson Cancer Center, University of Texas, Houston, TX, United States
| | - Wei-Lien Wang
- Department of Pathology, Division of Pathology-Lab Medicine Division, The University of Texas MD Anderson Cancer Center, University of Texas, Houston, TX, United States
| | - Alexander J. Lazar
- Department of Pathology, Division of Pathology-Lab Medicine Division, The University of Texas MD Anderson Cancer Center, University of Texas, Houston, TX, United States
| | - Laurence D. Rhines
- Department of Neurosurgery, Division of surgery, The University of Texas MD Anderson Cancer Center, University of Texas, Houston, TX, United States
| | - Franco DeMonte
- Department of Neurosurgery, Division of surgery, The University of Texas MD Anderson Cancer Center, University of Texas, Houston, TX, United States
| | - Shaan M. Raza
- Department of Neurosurgery, Division of surgery, The University of Texas MD Anderson Cancer Center, University of Texas, Houston, TX, United States
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Rao D, Stein R, Jenson M, Patel J, Fiester P. Imaging Review of the Endoscopic Operative Corridor for Clivus Lesions. Curr Probl Diagn Radiol 2022; 52:66-76. [DOI: 10.1067/j.cpradiol.2022.07.005] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/22/2022] [Revised: 06/09/2022] [Accepted: 07/27/2022] [Indexed: 11/22/2022]
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20
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Gulsuna B, Karaaslan B, Kaymaz M, Emmez H, Cindil E, Sahin MM, Celtikci E. Intraoperative Magnetic Resonance Imaging Assisted Endoscopic Endonasal Resection of Clival Chordomas. Front Oncol 2022; 11:733088. [PMID: 35083136 PMCID: PMC8784729 DOI: 10.3389/fonc.2021.733088] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/29/2021] [Accepted: 12/13/2021] [Indexed: 11/18/2022] Open
Abstract
BACKGROUND Cranial base chordomas are typically indolent and usually appear as encapsulated tumors. They slowly grow by infiltrating the bone, along with the lines of least resistance. Due to its relationship with important neurovascular structures, skull base chordoma surgery is challenging. OBJECTIVE The usefulness of intraoperative magnetic resonance imaging (IO-MRI) in achieving the goal of surgery, is evaluated in this study. METHODS Between March 2018 and March 2020, 42 patients were operated on for resection of skull base chordomas in our institution. All of them were operated on under IO-MRI. Patients were analyzed retrospectively for identifying common residue locations, complications and early post-operative outcomes. RESULTS In 22 patients (52,4%) gross total resection was achieved according to the final IO-MRI. In 20 patients (47,6%) complete tumor removal was not possible because of extension to the petrous bone (8 patients), pontocerebellar angle (6 patients), prepontine cistern (4 patients), temporobasal (1 patient), cervical axis (1 patient). In 13 patients, the surgery was continued after the first IO-MRI control was performed, which showed a resectable residual tumor. 7 of these patients achieved total resection according to the second IO-MRI, in the other 6 patients all efforts were made to ensure maximal resection of the tumor as much as possible without morbidity. Repeated IO-MRI helped achieve gross total resection in 7 patients (53.8%). CONCLUSIONS Our study proves that the use of IO-MRI is a safe method that provides the opportunity to show the degree of resection in skull base chordomas and to evaluate the volume and location of the residual tumor intraoperatively. Hence IO-MRI can improve the life expectancy of patients because it provides an opportunity for both gross total resection and maximal safe resection in cases where total resection is not possible.
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Affiliation(s)
- Beste Gulsuna
- Department of Neurosurgery, Gazi University Faculty of Medicine, Ankara, Turkey
| | - Burak Karaaslan
- Department of Neurosurgery, Gazi University Faculty of Medicine, Ankara, Turkey
| | - Memduh Kaymaz
- Department of Neurosurgery, Gazi University Faculty of Medicine, Ankara, Turkey
| | - Hakan Emmez
- Department of Neurosurgery, Gazi University Faculty of Medicine, Ankara, Turkey
| | - Emetullah Cindil
- Department of Radiology, Gazi University Faculty of Medicine, Ankara, Turkey
| | - Muammer Melih Sahin
- Department of Otorhinolaryngology, Gazi University Faculty of Medicine, Ankara, Turkey
| | - Emrah Celtikci
- Department of Neurosurgery, Gazi University Faculty of Medicine, Ankara, Turkey
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21
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Teng C, Yang Q, Xiong Z, Ye N, Li X. Multivariate Analysis and Validation of the Prognostic Factors for Skull Base Chordoma. Front Surg 2021; 8:764329. [PMID: 34888345 PMCID: PMC8649658 DOI: 10.3389/fsurg.2021.764329] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/25/2021] [Accepted: 10/18/2021] [Indexed: 11/13/2022] Open
Abstract
Background: Skull base chordoma is a rare tumor with low-grade malignancy and a high recurrence rate, the factors affecting the prognosis of patients need to be further studied. For that, we investigated prognostic factors of skull base chordoma through the database of the Surveillance, Epidemiology, and End Results (SEER) program, and validated in an independent data set from the Xiangya Hospital. Methods: Six hundred and forty-three patients diagnosed with skull base chordoma were obtained from the SEER database (606 patients) and the Xiangya Hospital (37 patients). Categorical variables were selected by Chi-square test with a statistical difference. Survival curves were constructed by Kaplan–Meier analysis and compared by log-rank test. Univariate and multivariate Cox regression analyses were used to explore the prognostic factors. Propensity score matching (PSM) analysis was undertaken to reduce the substantial bias between gross total resection (GTR) and subtotal resection (STR) groups. Furthermore, clinical data of 37 patients from the Xiangya Hospital were used as validation cohorts to check the survival impacts of the extent of resection and adjuvant radiotherapy on prognosis. Results: We found that age at diagnosis, primary site, disease stage, surgical treatment, and tumor size was significantly associated with the prognosis of skull base chordoma. PSM analysis revealed that there was no significant difference in the OS between GTR and STR (p = 0.157). Independent data set from the Xiangya Hospital proved no statistical difference in OS between GTR and STR groups (p = 0.16), but the GTR group was superior to the STR group for progression-free survival (PFS) (p = 0.048). Postoperative radiotherapy does not improve OS (p = 0.28), but it can prolong PFS (p = 0.0037). Nomograms predicting 5- and 10-year OS and DSS were constructed based on statistically significant factors identified by multivariate Cox analysis. Age, primary site, tumor size, surgical treatment, and disease stage were included as prognostic predictors in the nomograms with good performance. Conclusions: We identified age, tumor size, surgery, primary site, and tumor stage as main factors affecting the prognosis of the skull base chordoma. Resection of the tumor as much as possible while ensuring safety, combined with postoperative radiotherapy may be the optimum treatment for skull base chordoma.
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Affiliation(s)
- Chubei Teng
- Department of Neurosurgery, Xiangya Hospital, Central South University, Changsha, China.,Hunan International Scientific and Technological Cooperation Base of Brain Tumor Research, Xiangya Hospital, Central South University, Changsha, China.,Department of Neurosurgery, The First Affiliated Hospital, University of South China, Hengyang, China
| | - Qi Yang
- Department of Neurosurgery, Xiangya Hospital, Central South University, Changsha, China.,Hunan International Scientific and Technological Cooperation Base of Brain Tumor Research, Xiangya Hospital, Central South University, Changsha, China
| | - Zujian Xiong
- Department of Neurosurgery, Xiangya Hospital, Central South University, Changsha, China.,Hunan International Scientific and Technological Cooperation Base of Brain Tumor Research, Xiangya Hospital, Central South University, Changsha, China
| | - Ningrong Ye
- Department of Neurosurgery, Xiangya Hospital, Central South University, Changsha, China.,Hunan International Scientific and Technological Cooperation Base of Brain Tumor Research, Xiangya Hospital, Central South University, Changsha, China
| | - Xuejun Li
- Department of Neurosurgery, Xiangya Hospital, Central South University, Changsha, China.,Hunan International Scientific and Technological Cooperation Base of Brain Tumor Research, Xiangya Hospital, Central South University, Changsha, China
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22
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Hoke AT, Padget MR, Fabian KP, Nandal A, Gallia GL, Bilusic M, Soon-Shiong P, Hodge JW, London NR. Combinatorial Natural Killer Cell-based Immunotherapy Approaches Selectively Target Chordoma Cancer Stem Cells. CANCER RESEARCH COMMUNICATIONS 2021; 1:127-139. [PMID: 35765577 PMCID: PMC9236084 DOI: 10.1158/2767-9764.crc-21-0020] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 04/14/2023]
Abstract
Chordoma is a rare tumor derived from notochord remnants that has a propensity to recur and metastasize despite conventional multimodal treatment. Cancer stem cells (CSC) are implicated in chordoma's resistant and recurrent behavior; thus strategies that target CSCs are of particular interest. Using in vitro cytotoxicity models, we demonstrated that anti-programmed death-ligand 1 (N-601) and anti-epidermal growth factor receptor (cetuximab) antibodies enhanced lysis of chordoma cells by healthy donor and chordoma patient NK cells through antibody-dependent cellular cytotoxicity (ADCC). Treatment of NK cells with an IL-15 superagonist complex (N-803) increased their cytotoxicity against chordoma cells, which was further enhanced by treatment with N-601 and/or cetuximab. PD-L1-targeted chimeric antigen receptor NK cells (PD-L1 t-haNKs) were also effective against chordoma cells. CSCs were preferentially vulnerable to NK cell killing in the presence of N-601 and N-803. Flow cytometric analysis of a chordoma CSC population showed that CSCs expressed significantly more NK activating ligand B7-H6 and PD-L1 than non-CSCs, thus explaining a potential mechanism of selective targeting. These data suggest that chordoma may be effectively targeted by combinatorial NK cell-mediated immunotherapeutic approaches and that the efficacy of these approaches in chordoma and other CSC-driven tumor types should be investigated further in clinical studies.
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Affiliation(s)
- Austin T.K. Hoke
- Sinonasal and Skull Base Tumor Program, National Institutes on Deafness and Other Communication Disorders, NIH, Bethesda, Maryland
- University of North Carolina at Chapel Hill, School of Medicine, Chapel Hill, North Carolina
| | - Michelle R. Padget
- Laboratory of Tumor Immunology and Biology, Center for Cancer Research, NCI, NIH, Bethesda, Maryland
| | - Kellsye P. Fabian
- Laboratory of Tumor Immunology and Biology, Center for Cancer Research, NCI, NIH, Bethesda, Maryland
| | - Anjali Nandal
- Sinonasal and Skull Base Tumor Program, National Institutes on Deafness and Other Communication Disorders, NIH, Bethesda, Maryland
| | - Gary L. Gallia
- Department of Neurosurgery, Johns Hopkins University School of Medicine, Baltimore, Maryland
- Department of Otolaryngology-Head and Neck Surgery, Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Marijo Bilusic
- Genitourinary Malignancies Branch, Center for Cancer Research, NCI, NIH, Bethesda, Maryland
| | | | - James W. Hodge
- Laboratory of Tumor Immunology and Biology, Center for Cancer Research, NCI, NIH, Bethesda, Maryland
| | - Nyall R. London
- Sinonasal and Skull Base Tumor Program, National Institutes on Deafness and Other Communication Disorders, NIH, Bethesda, Maryland
- Department of Neurosurgery, Johns Hopkins University School of Medicine, Baltimore, Maryland
- Department of Otolaryngology-Head and Neck Surgery, Johns Hopkins University School of Medicine, Baltimore, Maryland
- Corresponding Author: Nyall R. London Jr., Sinonasal and Skull Base Tumor Program, National Institute on Deafness and Other Communications Disorders (NIDCD), NIH, 10 Center Drive Room #7N256, Bethesda, MD USA 20892-2320. Phone: 301-402-4216; E-mail:
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23
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Karampouga M, Tsetsos F, Sakellariou P, Baltas I. Outcomes and issues of 12 chordomas treated in a single center. THE EGYPTIAN JOURNAL OF NEUROLOGY, PSYCHIATRY AND NEUROSURGERY 2021. [DOI: 10.1186/s41983-021-00306-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/10/2022] Open
Abstract
Abstract
Background
Chordomas stem from notochordal vestiges and rank as low-grade bone malignancies although fraught with high risk of recurrence. This study assesses the clinical outcomes of twelve chordoma cases treated in our clinic, in an effort to shed light on the often under-represented pool of results deriving from non-referral centers.
Methods
We reviewed the clinicopathological traits of all chordoma patients registered in our center since 1991. Major endpoints were overall survival (OS) and progression-free survival (PFS) estimated using the Kaplan–Meier and Nelson–Aalen methods.
Results
Twelve patients, aged on average 47.9 years, were treated for primary or recurrent disease. Seven had chordomas originating in the cranium, 5 in the spine, including a bifocal tumor, and the mean time lapse between the beginning of symptoms and diagnosis was 15.4 months, marked by dull ache. Subtotal resection was achieved in 5 cases, incomplete in 5, while in 2, only biopsy was accomplished. Conformal radiotherapy was administered to 5 and stereotactic radiosurgery to 2 in the setting of recurrence. Protons were used once and targeted agents induced no clinical response in 3 patients. Median OS and PFS were 36 and 12 months, respectively, with the best outlook linked to maximal resection, spinal location, and good preoperative functional status. In all, 6 patients died of chordoma, 4 are alive, and 1 was lost. Relapse was the rule for most cases, except 2, and pulmonary metastases were ascertained in 1.
Conclusions
Our cases were typical of chordomas, implying that inadequate surgical margins and successive recurrence are negative determinants of prognosis and that interinstitutional cooperation counterbalances shortages in non-referral institutes.
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24
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Abdallah HM, Gersey ZC, Muthiah N, McDowell MM, Pearce T, Costacou T, Snyderman CH, Wang EW, Gardner PA, Zenonos GA. An Integrated Management Paradigm for Skull Base Chordoma Based on Clinical and Molecular Characteristics. J Neurol Surg B Skull Base 2021; 82:601-607. [PMID: 34745826 DOI: 10.1055/s-0041-1730958] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/11/2021] [Accepted: 04/23/2021] [Indexed: 10/21/2022] Open
Abstract
Objective Previous work categorized skull base chordoma (SBC) into three genetic risk groups based on 1p36 and homozygous 9p21(p16) deletions, accounting for a wide variability in prognosis (A = low-risk, B = intermediate-risk, C = high-risk). However, it remains unclear how these groups could guide management. Study Design By integrating surgical outcome and adjuvant radiation (AdjXRT) information with genetic data on 152 tumors, we sought to develop an evidence-based management algorithm for SBC. Results Gross total resections (GTRs) were associated with improved progression free survival (PFS) in all genetic groups. For Group C tumors, GTR and AdjXRT independently contributed to PFS (multivariate Cox proportional hazard ratio [HR] = 0.14, p = 0.002, and HR = 0.40, p = 0.047, respectively). For Group B tumors, AdjXRT improved outcomes only when GTR was not feasible (log-rank p = 0.008), but not following GTR (log-rank p = 0.54). However, 24 of 25 Group A tumors underwent GTR, and AdjXRT for these did not confer any benefit (log-Rank p = 0.285). The high GTR rates in Group A could be explained by smaller tumor sizes (mean = 0.98cc/4.08cc/4.92cc for Group A/B/C, respectively, p = 0.031) and lack of invasiveness. Group A tumors were also more frequently diagnosed in young people ( p = 0.002) as asymptomatic lesions ( p = 0.001), suggesting that they could be precursors to tumors in higher risk groups. Conclusion Genotypic grouping by 1p36 and homozygous 9p21(p16) deletions can predict prognosis in SBC and guide management. GTR remains the cornerstone of SBC treatment and can be sufficient without AdjXRT in low and intermediate risk tumors. Low-risk tumors are associated with a less invasive phenotype, which makes them more amenable to GTR.
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Affiliation(s)
- Hussein M Abdallah
- University of Pittsburgh School of Medicine, Pittsburgh, Pennsylvania, United States
| | - Zachary C Gersey
- Department of Neurological Surgery, University of Pittsburgh, Pittsburgh, Pennsylvania, United States
| | - Nallammai Muthiah
- University of Pittsburgh School of Medicine, Pittsburgh, Pennsylvania, United States
| | - Michael M McDowell
- Department of Neurological Surgery, University of Pittsburgh, Pittsburgh, Pennsylvania, United States
| | - Thomas Pearce
- Department of Pathology, Division of Neuropathology, University of Pittsburgh Medical Center, Division of Neuropathology, Pittsburgh, Pennsylvania, United States
| | - Tina Costacou
- Department of Epidemiology, Graduate School of Public Health, University of Pittsburgh, Pittsburgh, Pennsylvania, United States
| | - Carl H Snyderman
- Department of Otolaryngology, University of Pittsburgh, Pittsburgh, Pennsylvania, United States
| | - Eric W Wang
- Department of Otolaryngology, University of Pittsburgh, Pittsburgh, Pennsylvania, United States
| | - Paul A Gardner
- Department of Neurological Surgery, University of Pittsburgh, Pittsburgh, Pennsylvania, United States
| | - Georgios A Zenonos
- Department of Neurological Surgery, University of Pittsburgh, Pittsburgh, Pennsylvania, United States
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25
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Shen Y, Li M, Xiong Y, Gui S, Bai J, Zhang Y, Li C. Proteomics Analysis Identified ASNS as a Novel Biomarker for Predicting Recurrence of Skull Base Chordoma. Front Oncol 2021; 11:698497. [PMID: 34540668 PMCID: PMC8440958 DOI: 10.3389/fonc.2021.698497] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/01/2021] [Accepted: 08/17/2021] [Indexed: 01/29/2023] Open
Abstract
Background The prognostic factors of skull base chordoma associated with outcomes of patients after surgery remain inadequately identified. This study was designed to identify a novel prognostic factor for patients with skull base chordoma. Method Using a proteomic technique, the tumor biomarkers that were upregulated in the rapid-recurrence group of chordoma were screened and then narrowed down by bioinformatic analysis. Finally one potential biomarker was chosen for validation by immunohistochemistry using tissue microarray (TMA). A total of 187 patients included in TMA were randomly divided into two cohorts, the training cohort included 93 patients and the validation cohort included 94 patients. Kaplan-Meier survival analysis was used to assess the patients’ survival. Univariable and multivariable Cox regression analysis were used to identify prognostic factors predicting recurrence-free survival (RFS). CCK-8 assay, clonal formation assay and transwell assay were used to test the effect of asparagine synthetase (ASNS) on the proliferation, migration and invasion in chordoma cell lines. Results Among 146 upregulated proteins, ASNS was chosen as a potential prognostic biomarker after bioinformatics analysis. The H-scores of ASNS ranged from 106.27 to 239.58 in TMA. High expression of ASNS was correlated with shorter RFS in both the training cohort (p = 0.0093) and validation cohort (p < 0.001). Knockdown of ASNS by small interfering RNA (siRNA) inhibited the growth, colony formation, migration and invasion of chordoma cells in vitro. Conclusion This study indicates that high expression of ASNS is correlated with poor prognosis of patients with skull base chordoma. ASNS may be a useful prognostic factor for patients with skull base chordoma.
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Affiliation(s)
- Yutao Shen
- Department of Neurosurgery, Beijing Tiantan Hospital, Capital Medical University, Beijing, China.,Beijing Neurosurgical Institute, Capital Medical University, Beijing, China
| | - Mingxuan Li
- Department of Neurosurgery, Beijing Tiantan Hospital, Capital Medical University, Beijing, China.,Beijing Neurosurgical Institute, Capital Medical University, Beijing, China
| | - Yujia Xiong
- Department of Neurosurgery, Beijing Tiantan Hospital, Capital Medical University, Beijing, China.,Beijing Neurosurgical Institute, Capital Medical University, Beijing, China
| | - Songbai Gui
- Department of Neurosurgery, Beijing Tiantan Hospital, Capital Medical University, Beijing, China
| | - Jiwei Bai
- Department of Neurosurgery, Beijing Tiantan Hospital, Capital Medical University, Beijing, China
| | - Yazhuo Zhang
- Department of Neurosurgery, Beijing Tiantan Hospital, Capital Medical University, Beijing, China.,Beijing Neurosurgical Institute, Capital Medical University, Beijing, China.,Center of Brain Tumor, Beijing Institute for Brain Disorders, Capital Medical University, Beijing, China.,China National Clinical Research Center for Neurological Diseases, Beijing, China
| | - Chuzhong Li
- Department of Neurosurgery, Beijing Tiantan Hospital, Capital Medical University, Beijing, China.,Beijing Neurosurgical Institute, Capital Medical University, Beijing, China
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26
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Zhao T, Siu IM, Williamson T, Zhang H, Ji C, Burger PC, Connis N, Ruzevick J, Xia M, Cottone L, Flanagan AM, Hann CL, Gallia GL. AZD8055 enhances in vivo efficacy of afatinib in chordomas. J Pathol 2021; 255:72-83. [PMID: 34124783 DOI: 10.1002/path.5739] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/11/2020] [Revised: 05/17/2021] [Accepted: 06/09/2021] [Indexed: 01/02/2023]
Abstract
Chordomas are primary bone tumors that arise in the cranial base, mobile spine, and sacrococcygeal region, affecting patients of all ages. Currently, there are no approved agents for chordoma patients. Here, we evaluated the anti-tumor efficacy of small molecule inhibitors that target oncogenic pathways in chordoma, as single agents and in combination, to identify novel therapeutic approaches with the greatest translational potential. A panel of small molecule compounds was screened in vivo against patient-derived xenograft (PDX) models of chordoma, and potentially synergistic combinations were further evaluated using chordoma cell lines and xenograft models. Among the tested agents, inhibitors of EGFR (BIBX 1382, erlotinib, and afatinib), c-MET (crizotinib), and mTOR (AZD8055) significantly inhibited tumor growth in vivo but did not induce tumor regression. Co-inhibition of EGFR and c-MET using erlotinib and crizotinib synergistically reduced cell viability in chordoma cell lines but did not result in enhanced in vivo activity. Co-inhibition of EGFR and mTOR pathways using afatinib and AZD8055 synergistically reduced cell viability in chordoma cell lines. Importantly, this dual inhibition completely suppressed tumor growth in vivo, showing improved tumor control. Together, these data demonstrate that individual inhibitors of EGFR, c-MET, and mTOR pathways suppress chordoma growth both in vitro and in vivo. mTOR inhibition increased the efficacy of EGFR inhibition on chordoma growth in several preclinical models. The insights gained from our study potentially provide a novel combination therapeutic strategy for patients with chordoma. © 2021 The Authors. The Journal of Pathology published by John Wiley & Sons, Ltd. on behalf of The Pathological Society of Great Britain and Ireland.
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Affiliation(s)
- Tianna Zhao
- Department of Neurosurgery, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - I-Mei Siu
- Department of Neurosurgery, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Tara Williamson
- Department of Neurosurgery, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Haoyu Zhang
- Department of Neurosurgery, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Chenchen Ji
- Department of Neurosurgery, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Peter C Burger
- Department of Pathology, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Nick Connis
- Department of Oncology, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Jacob Ruzevick
- Department of Neurosurgery, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Menghang Xia
- National Center for Advancing Translational Sciences, National Institutes of Health, Bethesda, MD, USA
| | - Lucia Cottone
- Department of Pathology, UCL Cancer Institute, University College London, London, UK
| | - Adrienne M Flanagan
- Department of Pathology, UCL Cancer Institute, University College London, London, UK.,Histopathology Department, Royal National Orthopaedic Hospital, Stanmore, UK
| | - Christine L Hann
- Department of Oncology, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Gary L Gallia
- Department of Neurosurgery, Johns Hopkins University School of Medicine, Baltimore, MD, USA.,Department of Oncology, Johns Hopkins University School of Medicine, Baltimore, MD, USA.,Department of Otolaryngology/Head and Neck Surgery, Johns Hopkins University School of Medicine, Baltimore, MD, USA
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27
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Xu JC, Lehrich BM, Yasaka TM, Fong BM, Hsu FPK, Kuan EC. Characteristics and overall survival in pediatric versus adult skull base chordoma: a population-based study. Childs Nerv Syst 2021; 37:1901-1908. [PMID: 33459820 DOI: 10.1007/s00381-021-05046-6] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/27/2020] [Accepted: 01/14/2021] [Indexed: 10/22/2022]
Abstract
PURPOSE Less than 5% of chordomas occur in pediatric patients. While many studies have explored the treatment and outcomes of skull base chordomas, few have focused on the differences between pediatric and adult populations. The aim of this study is to analyze the epidemiological variables and clinical outcomes between pediatric and adult skull base chordomas using a large-sample, population-based cancer database. METHODS The National Cancer Database was queried between 2004 and 2015 for skull base chordomas. We stratified patients as pediatric (<18 years) and adults (≥18 years). We compared several clinical covariates between the two groups. RESULTS Our cohort consisted of 658 patients, 61 pediatric (9.3%), and 597 adults (90.7%). Pediatric patients were more likely to have larger tumor size (41.4 ± 15.7 mm versus 34.1 ± 15.8 mm, p < 0.01) and universally treated at academic facilities. There was no significant difference in overall survival. CONCLUSIONS Pediatric skull base chordomas are rare tumors that are managed with aggressive surgical resection, followed by radiation. While there may be difference between tumor presentation, outcomes between pediatric and adult patients are similar.
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Affiliation(s)
- Jordan C Xu
- Department of Neurosurgery, University of California, Irvine, CA, USA
| | - Brandon M Lehrich
- Medical Scientist Training Program, University of Pittsburgh and Carnegie Mellon University, Pittsburgh, PA, USA
| | - Tyler M Yasaka
- Department of Otolaryngology-Head and Neck Surgery, University of California, Irvine, Orange, CA, USA
| | - Brendan M Fong
- Department of Neurosurgery, University of California, Irvine, CA, USA
| | - Frank P K Hsu
- Department of Neurosurgery, University of California, Irvine, CA, USA
| | - Edward C Kuan
- Department of Neurosurgery, University of California, Irvine, CA, USA. .,Department of Otolaryngology-Head and Neck Surgery, University of California, Irvine, Orange, CA, USA.
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28
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Numerical Simulation of Nasal Airflow Aerodynamics, and Warming and Humidification in Models of Clival Chordoma Pre and Post-Endoscopic Endonasal Surgery. Respir Physiol Neurobiol 2021; 291:103693. [PMID: 34020066 DOI: 10.1016/j.resp.2021.103693] [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: 01/17/2021] [Revised: 04/16/2021] [Accepted: 05/15/2021] [Indexed: 11/22/2022]
Abstract
OBJECTIVES To study the effect of endoscopic endonasal surgery on nasal function for the treatment of clival chordoma. METHODS Pre and post-operative computed tomography (CT) scans of a case of chordoma treated with an endoscopic endonasal approach (EEA) were collected retrospectively, and models of the nasal cavity were reconstructed so that a subsequent numerical simulation of nasal airflow characteristics, warming, and humidification could be conducted. RESULTS Middle turbinectomy resulted in redistribution of airflow within the nasal cavity, and the most significant changes occurred in the middle section. Consistent with the results of airflow evaluation, it was found that the change in nasal anatomical structure significantly reduced warming and humidification. Nasal humidification decreased substantially when postoperative loss of mucosa was taken into consideration. The H2O mass fraction of pharynx in inspiration phase were significantly correlated with airway surface-to-volume ratio (SVR). CONCLUSIONS The EEA for chordoma significantly affected nasal function. Attention should be paid to the protection of nasal structure and the associated mucosa.
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29
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DeMaria PJ, Bilusic M, Park DM, Heery CR, Donahue RN, Madan RA, Bagheri MH, Strauss J, Shen V, Marté JL, Steinberg SM, Schlom J, Gilbert MR, Gulley JL. Randomized, Double-Blind, Placebo-Controlled Phase II Study of Yeast-Brachyury Vaccine (GI-6301) in Combination with Standard-of-Care Radiotherapy in Locally Advanced, Unresectable Chordoma. Oncologist 2021; 26:e847-e858. [PMID: 33594772 PMCID: PMC8100546 DOI: 10.1002/onco.13720] [Citation(s) in RCA: 28] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/08/2020] [Accepted: 02/05/2021] [Indexed: 12/24/2022] Open
Abstract
BACKGROUND Brachyury is a transcription factor overexpressed in chordoma and is associated with chemotherapy resistance and epithelial-to-mesenchymal transition. GI-6301 is a recombinant, heat-killed Saccharomyces cerevisiae yeast-based vaccine targeting brachyury. A previous phase I trial of GI-6301 demonstrated a signal of clinical activity in chordomas. This trial evaluated synergistic effects of GI-6301 vaccine plus radiation. MATERIALS AND METHODS Adults with locally advanced, unresectable chordoma were treated on a randomized, placebo-controlled trial. Patients received three doses of GI-6301 (80 × 107 yeast cells) or placebo followed by radiation, followed by continued vaccine or placebo until progression. Primary endpoint was overall response rate, defined as a complete response (CR) or partial response (PR) in the irradiated tumor site at 24 months. Immune assays were conducted to evaluate immunogenicity. RESULTS Between May 2015 and September 2019, 24 patients enrolled on the first randomized phase II study in chordoma. There was one PR in each arm; no CRs were observed. Median progressive-free survival for vaccine and placebo arms was 20.6 months (95% confidence interval [CI], 5.7-37.5 months) and 25.9 months (95% CI, 9.2-30.8 months), respectively. Hazard ratio was 1.02 (95% CI, 0.38-2.71). Vaccine was well tolerated with no vaccine-related serious adverse events. Preexisting brachyury-specific T cells were detected in most patients in both arms. Most patients developed T-cell responses during therapy, with no difference between arms in frequency or magnitude of response. CONCLUSION No difference in overall response rate was observed, leading to early discontinuation of this trial due to low conditional power to detect statistical difference at the planned end of accrual. IMPLICATIONS FOR PRACTICE Chordoma is a rare neoplasm lacking effective systemic therapies for advanced, unresectable disease. Lack of clinically actionable somatic mutations in chordoma makes development of targeted therapy quite challenging. While the combination of yeast-brachyury vaccine (GI-6301) and standard radiation therapy did not demonstrate synergistic antitumor effects, brachyury still remains a good target for developmental therapeutics in chordoma. Patients and their oncologists should consider early referral to centers with expertise in chordoma (or sarcoma) and encourage participation in clinical trials.
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Affiliation(s)
- Peter Joseph DeMaria
- Genitourinary Malignancies Branch, Center for Cancer Research, National Cancer Institute, National Institutes of Health, Bethesda, Maryland, USA
| | - Marijo Bilusic
- Genitourinary Malignancies Branch, Center for Cancer Research, National Cancer Institute, National Institutes of Health, Bethesda, Maryland, USA
| | - Deric M Park
- Neuro-Oncology Branch, Center for Cancer Research, National Cancer Institute, National Institutes of Health, Bethesda, Maryland, USA
- University of Chicago, Chicago, Illinois, USA
| | - Christopher R Heery
- Laboratory of Tumor Immunology and Biology, Center for Cancer Research, National Cancer Institute, National Institutes of Health, Bethesda, Maryland, USA
- Precision Biosciences, Durham, North Carolina, USA
| | - Renee N Donahue
- Laboratory of Tumor Immunology and Biology, Center for Cancer Research, National Cancer Institute, National Institutes of Health, Bethesda, Maryland, USA
| | - Ravi A Madan
- Genitourinary Malignancies Branch, Center for Cancer Research, National Cancer Institute, National Institutes of Health, Bethesda, Maryland, USA
| | - Mohammad Hadi Bagheri
- Clinical Image Processing Service, National Institutes of Health, Bethesda, Maryland, USA
| | - Julius Strauss
- Laboratory of Tumor Immunology and Biology, Center for Cancer Research, National Cancer Institute, National Institutes of Health, Bethesda, Maryland, USA
| | - Victoria Shen
- Clinical Image Processing Service, National Institutes of Health, Bethesda, Maryland, USA
| | - Jennifer L Marté
- Genitourinary Malignancies Branch, Center for Cancer Research, National Cancer Institute, National Institutes of Health, Bethesda, Maryland, USA
| | - Seth M Steinberg
- Biostatistics and Data Management Section, National Cancer Institute, National Institutes of Health, Bethesda, Maryland, USA
| | - Jeffrey Schlom
- Laboratory of Tumor Immunology and Biology, Center for Cancer Research, National Cancer Institute, National Institutes of Health, Bethesda, Maryland, USA
| | - Mark R Gilbert
- Neuro-Oncology Branch, Center for Cancer Research, National Cancer Institute, National Institutes of Health, Bethesda, Maryland, USA
| | - James L Gulley
- Genitourinary Malignancies Branch, Center for Cancer Research, National Cancer Institute, National Institutes of Health, Bethesda, Maryland, USA
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Chen L, Zuo Y, Pan R, Ye Z, Wei K, Xia S, Li W, Tan J, Xia X. GSK-3β Regulates the Expression of P21 to Promote the Progression of Chordoma. Cancer Manag Res 2021; 13:201-214. [PMID: 33469364 PMCID: PMC7810826 DOI: 10.2147/cmar.s289883] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/05/2020] [Accepted: 12/19/2020] [Indexed: 12/27/2022] Open
Abstract
Purpose Chordoma is a rare malignant bone tumor transformed from the remnants of notochord. It is characterized as highly aggressive and locally invasive, difficult to be completely removed by surgery, and has a poor clinical prognosis. Glycogen synthase kinase 3 beta (GSK-3β) is involved in many cellular processes. GSK-3β overexpression has been shown to promote the development of many cancers, according to previous studies. However, the role of GSK-3β in chordoma remains unclear. Methods Immunohistochemistry (IHC) and Western blotting (WB) were performed on clinical specimens to measure GSK-3β expression in chordoma, and immunofluorescence and quantitative real-time polymerase chain reaction (QRT-PCR) were performed to examine the expression of GSK-3β and P21 in cell lines. Cell proliferation was detected by the CCK-8 assay and colony formation analysis, cell migration and invasion checked by Transwell experiments, and cell apoptosis was determined by Annexin V/propidium iodide staining. P21 was predicted as a downstream target gene of GSK-3β using STRING and UNIHI databases. Moreover, we used immunoprecipitation to confirm that GSK-3β and P21 interacted with each other. The double luciferase reporter gene assay showed that GSK-3β could regulate the promoter activity of P21. Finally, the role of the GSK-3β -P21 pathway in chordoma tumorigenesis was analyzed in vivo in nude mice. Results Our study showed that GSK-3β was significantly higher in chordoma tissues than in paracancer tissues, and siRNA knockdown of GSK-3β inhibited chordoma cell proliferation and promoted cell apoptosis. Additionally, our research found that GSK-3β bound and downregulated the expression of the P21 gene, and the expression of silencing P21 partially reversed the inhibitory effect of knockdown GSK-3β on chordoma. Furthermore, xenografts showed that knockdown GSK-3β inhibited the formation of chordomas in vivo. Conclusion Our results indicated that the GSK-3β-P21 axis may be an important signaling pathway for the occurrence and development of chordoma, providing a new therapeutic target for the clinical treatment of this disorder.
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Affiliation(s)
- Li Chen
- Department of Neurosurgery, Affiliated Hospital of Guilin Medical University, Guilin, Guangxi 541001, People's Republic of China.,Guangxi Key Laboratory of Brain and Cognitive Neuroscience, Guilin, Guangxi 541004, People's Republic of China
| | - Yi Zuo
- Guangxi Key Laboratory of Brain and Cognitive Neuroscience, Guilin, Guangxi 541004, People's Republic of China
| | - Ru Pan
- Guangxi Key Laboratory of Brain and Cognitive Neuroscience, Guilin, Guangxi 541004, People's Republic of China
| | - Zhen Ye
- Department of Neurosurgery, Affiliated Hospital of Guilin Medical University, Guilin, Guangxi 541001, People's Republic of China.,Guangxi Key Laboratory of Brain and Cognitive Neuroscience, Guilin, Guangxi 541004, People's Republic of China
| | - Kailun Wei
- Department of Neurosurgery, Affiliated Hospital of Guilin Medical University, Guilin, Guangxi 541001, People's Republic of China.,Guangxi Key Laboratory of Brain and Cognitive Neuroscience, Guilin, Guangxi 541004, People's Republic of China
| | - Shaohuai Xia
- Department of Neurosurgery, Affiliated Hospital of Guilin Medical University, Guilin, Guangxi 541001, People's Republic of China
| | - Wencai Li
- Department of Neurosurgery, Affiliated Hospital of Guilin Medical University, Guilin, Guangxi 541001, People's Republic of China
| | - Jie Tan
- Guangxi Key Laboratory of Brain and Cognitive Neuroscience, Guilin, Guangxi 541004, People's Republic of China
| | - Xuewei Xia
- Department of Neurosurgery, Affiliated Hospital of Guilin Medical University, Guilin, Guangxi 541001, People's Republic of China.,Guangxi Key Laboratory of Brain and Cognitive Neuroscience, Guilin, Guangxi 541004, People's Republic of China
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Bai R, Zhao ZQ, Wang YX, Zhao W, Wu LS, Cui SX, Guo SB, Liang CL. Sacral and thoracic chordoma with pulmonary metastases: A case report and review of the literature. Mol Clin Oncol 2020; 14:17. [PMID: 33363727 PMCID: PMC7725214 DOI: 10.3892/mco.2020.2179] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/11/2020] [Accepted: 10/23/2020] [Indexed: 12/30/2022] Open
Abstract
Chordoma is a sporadic type of cancer that affects the spine and is particularly challenging to treat due to the paucity of reported cases and scientific literature. In particular, primary chordomas affecting both the sacral and thoracic vertebrae are extremely rare. We herein report a rare case of chordoma in the sacral and thoracic vertebrae with pulmonary metastasis, along with a literature review. The objective of the present study was to explore treatment options and long-term outcomes in patients with metastatic chordoma. Posterior decompression was performed for the thoracic tumor, followed by extended resection of the sacral tumor. The symptoms of the patient were relieved after surgery, and the postoperative Nurick score decreased from grade 3 to grade 2, while the postoperative McCormick score was I. Therefore, complete chordoma excision and internal spinal fixation may effectively reduce tumor recurrence and metastasis.
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Affiliation(s)
- Rui Bai
- Department of Orthopedic Surgery, Second Affiliated Hospital of Inner Mongolia Medical University, Hohhot, Inner Mongolia 010030, P.R. China
| | - Zhen-Qun Zhao
- Department of Orthopedic Surgery, Second Affiliated Hospital of Inner Mongolia Medical University, Hohhot, Inner Mongolia 010030, P.R. China
| | - Yu-Xin Wang
- Department of Orthopedic Surgery, Second Affiliated Hospital of Inner Mongolia Medical University, Hohhot, Inner Mongolia 010030, P.R. China
| | - Wei Zhao
- Department of Orthopedic Surgery, Second Affiliated Hospital of Inner Mongolia Medical University, Hohhot, Inner Mongolia 010030, P.R. China
| | - Li-Shuan Wu
- Department of Orthopedic Surgery, Second Affiliated Hospital of Inner Mongolia Medical University, Hohhot, Inner Mongolia 010030, P.R. China
| | - Shu-Xia Cui
- Department of Orthopedic Surgery, Second Affiliated Hospital of Inner Mongolia Medical University, Hohhot, Inner Mongolia 010030, P.R. China
| | - Shi-Bing Guo
- Department of Orthopedic Surgery, Second Affiliated Hospital of Inner Mongolia Medical University, Hohhot, Inner Mongolia 010030, P.R. China
| | - Chen-Liang Liang
- Department of Orthopedic Surgery, Second Affiliated Hospital of Inner Mongolia Medical University, Hohhot, Inner Mongolia 010030, P.R. China
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Li M, Bai J, Wang S, Zhai Y, Zhang S, Li C, Du J, Zhang Y. Mean platelet volume and platelet distribution width serve as prognostic biomarkers in skull base chordoma: a retrospective study. BMC Cancer 2020; 20:988. [PMID: 33046024 PMCID: PMC7552483 DOI: 10.1186/s12885-020-07497-7] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/10/2020] [Accepted: 10/06/2020] [Indexed: 02/07/2023] Open
Abstract
Background Increasing studies have demonstrated that activated platelets play an essential role in tumour progression. However, the level and prognostic role of platelet indices in chordoma patients remain unclear. The aim of the current study was to characterize the prognostic performance of platelet count (PLT), mean platelet volume (MPV) and platelet distribution width (PDW) in skull base chordoma patients. Methods 187 primary skull base chordoma patients between January 2008 and September 2014 were enrolled in this retrospective study. The optimal cut-off values were determined by X-tile software, and the correlations between PLT, MPV, PDW and clinicopathological features were further analysed. Kaplan-Meier curve and Cox regression analysis were used for survival analysis. Results The values of preoperative PTL, MPV and PDW ranged from 104 to 501 × 109/L, 6.7 to 14.2 fl, and 7.8 to 26.2%, respectively. Elevated PLT was associated with larger tumour volume (p = 0.002). Kaplan-Meier survival analysis revealed that increased MPV and PDW were associated with shorter overall survival (p = 0.022 and 0.008, respectively). Importantly, multivariate Cox analysis demonstrated that elevated PDW was an independent unfavourable predictive factor for overall survival (hazard ratio (HR), 2.154, 95% confidence interval (CI), 1.258–3.688, p = 0.005). Conclusions Our data show that elevated MPV and PDW are associated with poor outcomes in skull base chordoma and that PDW may be helpful to identify patients with high risk.
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Affiliation(s)
- Mingxuan Li
- Beijing Neurosurgical Institute, Capital Medical University, No.119 South Fourth Ring West Road, Fengtai District, Beijing, 100070, China
| | - Jiwei Bai
- Department of Neurosurgery, Beijing Tiantan Hospital, Capital Medical University, Beijing, China
| | - Shuai Wang
- Beijing Neurosurgical Institute, Capital Medical University, No.119 South Fourth Ring West Road, Fengtai District, Beijing, 100070, China
| | - Yixuan Zhai
- Department of Neurosurgery, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, China
| | - Shuheng Zhang
- Beijing Neurosurgical Institute, Capital Medical University, No.119 South Fourth Ring West Road, Fengtai District, Beijing, 100070, China.,Department of Neurosurgery, Anshan Central Hospital, Anshan, China
| | - Chuzhong Li
- Beijing Neurosurgical Institute, Capital Medical University, No.119 South Fourth Ring West Road, Fengtai District, Beijing, 100070, China
| | - Jiang Du
- Department of Neuropathology, Beijing Neurosurgical Institute, Capital Medical University, Beijing, China
| | - Yazhuo Zhang
- Beijing Neurosurgical Institute, Capital Medical University, No.119 South Fourth Ring West Road, Fengtai District, Beijing, 100070, China. .,Department of Neurosurgery, Beijing Tiantan Hospital, Capital Medical University, Beijing, China. .,Beijing Institute for Brain Disorders Brain Tumor Center, Beijing, China. .,China National Clinical Research Center for Neurological Diseases, Beijing, China. .,Key Laboratory of Central Nervous System Injury Research, Capital Medical University, Beijing, China.
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Cannizzaro D, Tropeano MP, Milani D, Spaggiari R, Zaed I, Mancarella C, Lasio GB, Fornari M, Servadei F, Cardia A. Microsurgical versus endoscopic trans-sphenoidal approaches for clivus chordoma: a pooled and meta-analysis. Neurosurg Rev 2020; 44:1217-1225. [PMID: 32472379 DOI: 10.1007/s10143-020-01318-y] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/25/2020] [Revised: 05/03/2020] [Accepted: 05/11/2020] [Indexed: 12/25/2022]
Abstract
Chordoma is a rare slow-growing neoplastic bone lesion. However, they show an invasive local growth and high recurrence rate, leading to an overall survival rate of 65% at 5 years and 35% at 10 years. We conducted a pooled and meta-analysis comparing recurrence rate, post-operative-complications, and survival in patients undergoing either microsurgical (MA) or endoscopic approaches (EA). Search of literature was conducted in accordance with the Preferred Reporting Items for Systematic Reviews and Meta-Analyses (PRISMA) guidelines to identify surgical series of clivus chordomas published between January 1990 and March 2018 on Pubmed, Scopus, and Cochrane. Two different statistical analyses have been performed: a pooled analysis and a single-arm meta-analysis of overall recurrence rate and subgroup meta-analysis of complications in the subgroups open surgery and endoscopic surgery. After full-text screening, a total of 58 articles were included in the pooled analysis and 27 studies were included for the study-level meta-analysis. Pooled analysis-the extent of resection was the only association that remained significant (subtotal: HR = 2.18, p = 0.004; partial: HR = 4.40, p < 0.001). Recurrence was more prevalent among the surgical patients (45.5%) compared to endoscopic ones (23.7%). Meta-analysis-results of the cumulative meta-analysis showed an overall rate of recurrence of 25.6%. MA recurrence rate was 31.8% (99% CI 14-52.8), EA recurrence rate was 19.4% (5.4-39.2). CSF leak rate for the endoscopic group was 10.3% (99%CI 5-17.3) and 9.5% (99%CI 1.2-24.6) for the open surgery group. The partial removal versus total removal has an influence on recurrence rate (p < 0.001). MA recurrence rate was 31.8%; EA recurrence rate was 19.4%. The extent of resection is confirmed as a statistically significant factor affecting the risk for recurrence both with the pooled analysis and with the meta-analysis. Meta-analysis demonstrated that older patients tend to recur more than young patients, especially in surgical group.
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Affiliation(s)
- Delia Cannizzaro
- Department of Neurosurgery, Humanitas Clinical and Research Hospital and Humanitas University, Viale Alessandro Manzoni 56, Rozzano, Milan, Italy
| | - Maria Pia Tropeano
- Department of Neurosurgery, Humanitas Clinical and Research Hospital and Humanitas University, Viale Alessandro Manzoni 56, Rozzano, Milan, Italy.
| | - Davide Milani
- Department of Neurosurgery, Humanitas Clinical and Research Hospital and Humanitas University, Viale Alessandro Manzoni 56, Rozzano, Milan, Italy
| | - Riccardo Spaggiari
- Department of Neurosurgery, Humanitas Clinical and Research Hospital and Humanitas University, Viale Alessandro Manzoni 56, Rozzano, Milan, Italy
| | - Ismail Zaed
- Department of Neurosurgery, Humanitas Clinical and Research Hospital and Humanitas University, Viale Alessandro Manzoni 56, Rozzano, Milan, Italy
| | | | - Giovanni Battista Lasio
- Department of Neurosurgery, Humanitas Clinical and Research Hospital and Humanitas University, Viale Alessandro Manzoni 56, Rozzano, Milan, Italy
| | - Maurizio Fornari
- Department of Neurosurgery, Humanitas Clinical and Research Hospital and Humanitas University, Viale Alessandro Manzoni 56, Rozzano, Milan, Italy
| | - Franco Servadei
- Department of Neurosurgery, Humanitas Clinical and Research Hospital and Humanitas University, Viale Alessandro Manzoni 56, Rozzano, Milan, Italy
| | - Andrea Cardia
- Department of Neurosurgery, Humanitas Clinical and Research Hospital and Humanitas University, Viale Alessandro Manzoni 56, Rozzano, Milan, Italy
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Descriptive epidemiology of chordomas in the United States. J Neurooncol 2020; 148:173-178. [DOI: 10.1007/s11060-020-03511-x] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/24/2020] [Accepted: 04/18/2020] [Indexed: 01/22/2023]
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Abstract
PURPOSE OF REVIEW Chordoma is an exceedingly rare subtype of bone sarcoma. This review aims to provide a comprehensive insight into chordoma epidemiology, and an update on the recent advances in disease, biology and medical therapies. RECENT FINDINGS The incidence of chordoma is approximately 0.08/100 000 and the 5-year overall age-adjusted relative survival is 72% in the United States and 61% in Europe. Over the last years, significant steps forwards have been done in the comprehension of chordoma complexity, with insights gained into the biology and morphology of this disease. New entities have been described and potentially druggable molecular targets identified. This is becoming all the more relevant today, as new potentially active agents are under development. SUMMARY Chordoma is a complex disease because of its rarity, biological heterogeneity and peculiar clinical behaviour. Despite the progress done, the outcome in this disease remains unsatisfactory and the identification of active systemic treatments remains an urgent, unmet medical need.
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Yan X, Li Z, Li H, Liu P, Zhao Z, Cheng S, Wang Z, Zhang Q. Inhibition Of Glycogen Synthase Kinase 3 Beta Suppresses The Growth And Survival Of Skull Base Chordoma Cells By Downregulating Brachyury Expression. Onco Targets Ther 2019; 12:9783-9791. [PMID: 31819479 PMCID: PMC6874116 DOI: 10.2147/ott.s218930] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/11/2019] [Accepted: 10/31/2019] [Indexed: 01/06/2023] Open
Abstract
Purpose Chordomas are locally aggressive tumors arising from notochordal remnants. Brachyury, a protein coded by T-gene, is crucial for chordoma cell proliferation. The aim of this study was to evaluate the effects of glycogen synthase kinase 3 beta (GSK3β) activity on brachyury expression and on the growth and survival of skull base chordoma cells. Patients and methods In this study, 16 paraffin-embedded specimens of primary skull base chordomas were analyzed for the expression of phosphorylated GSK3β and brachyury using immunohistochemistry. The UM-Chor1 cell line derived from a clival chordoma was treated with AR-A014418 (AR), an inhibitor of GSK3β, and brachyury expression was analyzed by qRT-PCR and Western blotting. The possible mechanism by which brachyury regulates the Wnt/β-catenin signaling pathway was investigated by immunocytochemistry. The effects of AR on cell proliferation as well as sensitivity to chemotherapeutic drugs were also examined. Results The results suggested that phosphorylated GSK3β and brachyury were upregulated in chordoma tissues. The GSK3β inhibitor (AR) decreased brachyury expression and suppressed the growth and survival of the chordoma cells, possibly via regulation of the Wnt/β-catenin signaling pathway. Moreover, AR increased the sensitivity of chordoma cells to chemotherapeutic drugs in vitro. Conclusion This study provides evidence for the clinical development of the GSK3β inhibitor (AR-A014418) as a potential chemotherapeutic adjuvant for the treatment of chordoma.
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Affiliation(s)
- Xudong Yan
- Department of Otolaryngology-Head and Neck Surgery, Skull Base Surgery Center, Xuanwu Hospital, Capital Medical University, Beijing, People's Republic of China
| | - Zhiyuan Li
- Key Laboratory, Department of Otolaryngology-Head and Neck Surgery, Affiliated Hospital of Qingdao University, Qingdao, People's Republic of China
| | - Hong Li
- Department of Pathology, Affiliated Hospital of Qingdao University, Qingdao, People's Republic of China
| | - Pei Liu
- Department of Anesthesiology, Affiliated Hospital of Qingdao University, Qingdao, People's Republic of China
| | - Zehang Zhao
- Department of Biochemistry and Molecular Biology, School of Basic Medical Sciences, Capital Medical University, Beijing, People's Republic of China
| | - Shan Cheng
- Department of Biochemistry and Molecular Biology, School of Basic Medical Sciences, Capital Medical University, Beijing, People's Republic of China
| | - Zhenlin Wang
- Department of Otolaryngology-Head and Neck Surgery, Skull Base Surgery Center, Xuanwu Hospital, Capital Medical University, Beijing, People's Republic of China
| | - Qiuhang Zhang
- Department of Otolaryngology-Head and Neck Surgery, Skull Base Surgery Center, Xuanwu Hospital, Capital Medical University, Beijing, People's Republic of China
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Guan X, Gao J, Hu J, Hu W, Yang J, Qiu X, Hu C, Kong L, Lu JJ. The preliminary results of proton and carbon ion therapy for chordoma and chondrosarcoma of the skull base and cervical spine. Radiat Oncol 2019; 14:206. [PMID: 31752953 PMCID: PMC6869181 DOI: 10.1186/s13014-019-1407-9] [Citation(s) in RCA: 29] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/31/2019] [Accepted: 10/28/2019] [Indexed: 12/25/2022] Open
Abstract
Purpose To evaluate the short-term outcomes in terms of tumor control and toxicity of patients with skull base or cervical spine chordoma and chondrosarcoma treated with intensity-modulated proton or carbon-ion radiation therapy. Methods Between 6/2014 and 7/2018, a total of 91 patients were treated in our Center. The median age was 38 (range, 4–70) years. Forty-six (50.5%) patients were treated definitively for their conditions as initial diagnosis, 45 (49.5%) patients had recurrent tumors including 14 had prior radiotherapy. The median gross tumor volume was 37.0 (range, 1.6–231.7) cc. Eight patients received proton therapy alone, 28 patients received combined proton and carbon ion therapy, 55 patients received carbon-ion therapy alone. Results With a median follow-up time of 28 (range, 8–59) months, the 2-year local control (LC), progression free (PFS) and overall survival (OS) rates was 86.2, 76.8, and 87.2%, respectively. Those rates for patients received definitive proton or carbon-ion therapy were 86.7, 82.8, and 93.8%, respectively. On multivariate analyses, tumor volume of > 60 cc was the only significant factor for predicting PFS (p = 0.045), while re-irradiation (p = 0.012) and tumor volume (> vs < 60 cc) (p = 0.005) were significant prognosticators for OS. Grade 1–2 late toxicities were observed in 11 patients, and one patient developed Grade 3 acute mucositis. Conclusions Larger tumor volume and re-irradiation were related to inferior survival for this group of patients. Further follow-up is needed for long-term efficacy and safety.
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Affiliation(s)
- Xiyin Guan
- Department of Radiation Oncology, Shanghai Proton and Heavy Ion Center, 4365 Kangxin Road, Shanghai, 201315, China.,Department of Radiation Oncology, Shanghai Engineering Research Center of Proton and Heavy Ion Radiation Therapy, 4365 Kangxin Road, Shanghai, 201315, China
| | - Jing Gao
- Department of Radiation Oncology, Shanghai Proton and Heavy Ion Center, 4365 Kangxin Road, Shanghai, 201315, China.,Department of Radiation Oncology, Shanghai Engineering Research Center of Proton and Heavy Ion Radiation Therapy, 4365 Kangxin Road, Shanghai, 201315, China
| | - Jiyi Hu
- Department of Radiation Oncology, Shanghai Proton and Heavy Ion Center, 4365 Kangxin Road, Shanghai, 201315, China.,Department of Radiation Oncology, Shanghai Engineering Research Center of Proton and Heavy Ion Radiation Therapy, 4365 Kangxin Road, Shanghai, 201315, China
| | - Weixu Hu
- Department of Radiation Oncology, Shanghai Proton and Heavy Ion Center, 4365 Kangxin Road, Shanghai, 201315, China.,Department of Radiation Oncology, Shanghai Engineering Research Center of Proton and Heavy Ion Radiation Therapy, 4365 Kangxin Road, Shanghai, 201315, China
| | - Jing Yang
- Department of Radiation Oncology, Shanghai Proton and Heavy Ion Center, 4365 Kangxin Road, Shanghai, 201315, China.,Department of Radiation Oncology, Shanghai Engineering Research Center of Proton and Heavy Ion Radiation Therapy, 4365 Kangxin Road, Shanghai, 201315, China
| | - Xianxin Qiu
- Department of Radiation Oncology, Shanghai Proton and Heavy Ion Center, 4365 Kangxin Road, Shanghai, 201315, China.,Department of Radiation Oncology, Shanghai Engineering Research Center of Proton and Heavy Ion Radiation Therapy, 4365 Kangxin Road, Shanghai, 201315, China
| | - Chaosu Hu
- Department of Radiation Oncology, Shanghai Engineering Research Center of Proton and Heavy Ion Radiation Therapy, 4365 Kangxin Road, Shanghai, 201315, China.,Department of Radiation Oncology, Shanghai Proton and Heavy Ion Center, Fudan University Cancer Hospital, 4365 Kangxin Road, Shanghai, 201315, China
| | - Lin Kong
- Department of Radiation Oncology, Shanghai Engineering Research Center of Proton and Heavy Ion Radiation Therapy, 4365 Kangxin Road, Shanghai, 201315, China.,Department of Radiation Oncology, Shanghai Proton and Heavy Ion Center, Fudan University Cancer Hospital, 4365 Kangxin Road, Shanghai, 201315, China
| | - Jiade J Lu
- Department of Radiation Oncology, Shanghai Proton and Heavy Ion Center, 4365 Kangxin Road, Shanghai, 201315, China. .,Department of Radiation Oncology, Shanghai Engineering Research Center of Proton and Heavy Ion Radiation Therapy, 4365 Kangxin Road, Shanghai, 201315, China.
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Goldberg J, Bayerl SH, Witzel C, Aigner F, Ames CP, Vajkoczy P. Surgical workflow for fully navigated high sacral amputation in sacral chordoma. Neurosurg Rev 2019; 43:343-349. [DOI: 10.1007/s10143-019-01194-1] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/13/2019] [Revised: 09/30/2019] [Accepted: 10/02/2019] [Indexed: 11/30/2022]
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Wei W, Wang K, Liu Z, Tian K, Wang L, Du J, Ma J, Wang S, Li L, Zhao R, Cui L, Wu Z, Tian J. Radiomic signature: A novel magnetic resonance imaging-based prognostic biomarker in patients with skull base chordoma. Radiother Oncol 2019; 141:239-246. [PMID: 31668985 DOI: 10.1016/j.radonc.2019.10.002] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/29/2019] [Revised: 08/12/2019] [Accepted: 10/01/2019] [Indexed: 12/31/2022]
Abstract
BACKGROUND AND PURPOSE We used radiomic analysis to establish a radiomic signature based on anatomical magnetic resonance imaging (MRI) sequences and explore its effectiveness as a novel prognostic biomarker for skull base chordoma (SBC). MATERIALS AND METHODS In this retrospective study, radiomic analysis was performed using preoperative axial T1 FLAIR, T2-weighted, and enhanced T1 FLAIR from a single hospital. The primary clinical endpoint was progression-free survival. A total of 1860 3-D radiomic features were extracted from manually segmented region of interest. Pearson correlation coefficient was used for feature dimensional reduction and a ridge regression-based Cox proportional hazards model was used to determine a radiomic signature. Afterwards, radiomic signature and nine other potential prognostic factors, including age, gender, histological subtype, dural invasion, blood supply, adjuvant radiotherapy, extent of resection, preoperative KPS, and postoperative KPS were analyzed to build a radiomic nomogram and a clinical model. Finally, we compared the nomogram with each prognostic factor/model by DeLong's test. RESULTS A total of 148 SBC patients were enrolled, including 64 with disease progression. The median follow-up time was 52 months (range 4-122 months). The Harrell's concordance index of the radiomic signature was 0.745 (95% CI, 0.709-0.781) for the validation cohort, and its discrimination accuracy in predicting progression risk at 5 years in the same cohort was 82.4% (95% CI, 72.6-89.7%). CONCLUSIONS The radiomics is a low-cost, non-invasive method to predict SBC prognosis preoperatively. Radiomic signature is a potential prognostic biomarker that may allow the individualized evaluation of patients with SBC.
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Affiliation(s)
- Wei Wei
- School of Electronics and Information, Xi'an Polytechnic University, China; Engineering Research Center of Molecular and Neuro Imaging of Ministry of Education, School of Life Science and Technology, Xidian University, Xi'an, China; CAS Key Laboratory of Molecular Imaging, Institute of Automation, Chinese Academy of Sciences, Beijing, China; Beijing Advanced Innovation Center for Big Data-Based Precision Medicine, School of Medicine, Beihang University, Beijing, China
| | - Ke Wang
- Department of Neurosurgery, Beijing Tiantan Hospital, Capital Medical University, China; China National Clinical Research Center for Neurological Diseases, China
| | - Zhenyu Liu
- CAS Key Laboratory of Molecular Imaging, Institute of Automation, Chinese Academy of Sciences, Beijing, China; School of Artificial Intelligence, University of Chinese Academy of Sciences, Beijing, China
| | - Kaibing Tian
- Department of Neurosurgery, Beijing Tiantan Hospital, Capital Medical University, China; China National Clinical Research Center for Neurological Diseases, China
| | - Liang Wang
- Department of Neurosurgery, Beijing Tiantan Hospital, Capital Medical University, China; China National Clinical Research Center for Neurological Diseases, China
| | - Jiang Du
- Department of Neuropathology, Beijing Neurosurgical Institute, China
| | - Junpeng Ma
- Department of Neurosurgery, Beijing Tiantan Hospital, Capital Medical University, China; China National Clinical Research Center for Neurological Diseases, China
| | - Shuo Wang
- CAS Key Laboratory of Molecular Imaging, Institute of Automation, Chinese Academy of Sciences, Beijing, China; Beijing Advanced Innovation Center for Big Data-Based Precision Medicine, School of Medicine, Beihang University, Beijing, China
| | - Longfei Li
- CAS Key Laboratory of Molecular Imaging, Institute of Automation, Chinese Academy of Sciences, Beijing, China
| | - Rui Zhao
- School of Electronics and Information, Xi'an Polytechnic University, China; Engineering Research Center of Molecular and Neuro Imaging of Ministry of Education, School of Life Science and Technology, Xidian University, Xi'an, China
| | - Luo Cui
- School of Electronics and Information, Xi'an Polytechnic University, China; Engineering Research Center of Molecular and Neuro Imaging of Ministry of Education, School of Life Science and Technology, Xidian University, Xi'an, China
| | - Zhen Wu
- Department of Neurosurgery, Beijing Tiantan Hospital, Capital Medical University, China; China National Clinical Research Center for Neurological Diseases, China.
| | - Jie Tian
- Engineering Research Center of Molecular and Neuro Imaging of Ministry of Education, School of Life Science and Technology, Xidian University, Xi'an, China; CAS Key Laboratory of Molecular Imaging, Institute of Automation, Chinese Academy of Sciences, Beijing, China; School of Artificial Intelligence, University of Chinese Academy of Sciences, Beijing, China; Beijing Advanced Innovation Center for Big Data-Based Precision Medicine, School of Medicine, Beihang University, Beijing, China.
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Alzhrani G, Gozal YM, Eli I, Sivakumar W, Raheja A, Brockmeyer DL, Couldwell WT. Extreme lateral transodontoid approach to the ventral craniocervical junction: cadaveric dissection and case illustrations. J Neurosurg 2019; 131:920-930. [PMID: 30215554 DOI: 10.3171/2018.4.jns172935] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/21/2017] [Accepted: 04/05/2018] [Indexed: 11/06/2022]
Abstract
OBJECTIVE Surgical treatment of pathological processes involving the ventral craniocervical junction (CCJ) traditionally involves anterior and posterolateral skull base approaches. In cases of bilateral extension, when lesions extend beyond the midline to the contralateral side, a unilateral corridor may result in suboptimal resection. In these cases, the lateral extent of the tumor will prevent extirpation of the lesion via anterior surgical approaches. The authors describe a unilateral operative corridor developed along an extreme lateral trajectory to the anterior aspect of the clival and upper cervical dura, allowing exposure and resection of tumor on the contralateral side. This approach is used when the disease involves the bone structures inherent to stability at the anterior CCJ. METHODS To achieve exposure of the ventral CCJ, an extreme lateral transcondylar transodontoid (ELTO) approach was performed with transposition of the ipsilateral vertebral artery, followed by drilling of the C1 anterior arch. Resection of the odontoid process allowed access to the contralateral component of lesions across the midline to the region of the extracranial contralateral vertebral artery, maximizing resection. RESULTS Exposure and details of the surgical procedure were derived from anatomical cadavers. At the completion of cadaveric dissection, morphometric measurements of the relevant anatomical landmarks were obtained. Illustrative case examples for approaching ventral CCJ chordomas via the ELTO approach are presented. CONCLUSIONS The ELTO approach provides a safe and direct surgical corridor to treat complex lesions at the ventral CCJ with bilateral extension through a single operative corridor. This approach can be combined with other lateral approaches or posterior infratemporal approaches to remove more extensive lesions involving the rostral clivus, jugular foramen, and temporal bone.
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Hulou MM, Garcia CR, Slone SA, Dugan A, Lei F, Huang B, Pittman T, Villano JL. Comprehensive Review of Cranial Chordomas Using National Databases in the USA. Clin Oncol (R Coll Radiol) 2019; 31:e149-e159. [PMID: 31303332 PMCID: PMC11106723 DOI: 10.1016/j.clon.2019.06.004] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/28/2018] [Revised: 04/01/2019] [Accepted: 04/15/2019] [Indexed: 02/08/2023]
Abstract
AIMS The management of cranial chordomas is controversial. We provide a comprehensive review of the evolving patterns of care of cranial chordomas in the USA. MATERIALS AND METHODS We analysed the National Cancer Database (NCDB) and the Surveillance, Epidemiology, and End Results (SEER) database between 2004 and 2014 for clinical characteristics and long-term survival, and the National Surgical Quality Improvement Program (NSQIP) dataset between 2005 and 2016 for perioperative characteristics and surgical morbidity. RESULTS In total, 936 patients were identified from the NCDB, 405 patients from SEER and 64 patients from the NSQIP. Most patients were men (56.2, 54.8 and 57.8% in NCDB, SEER and NSQIP, respectively) and White (80.9 and 83.2% in NCDB and SEER, respectively). Surgery was the preferred treatment modality (87.3% in NCDB and 86.2% in SEER). Surgery was carried out alone (41.8% in NCDB and 40.7% in SEER) or in combination with radiation (42.1% in NCDB and 45.4% in SEER). Proton therapy was the most common type of radiation (32.2% in NCDB), particularly after 2011. The median operative time, median hospital length and postoperative morbidity were significantly higher in chordoma patients compared with patients who underwent other skull-base procedures. The 5-year survival rate was 79.8% in NCDB and 76.9% in SEER. There was a trend towards longer survival in patients receiving surgery and radiation, which has been increasingly used since 2004. Patients younger than 60 years had a decreased risk of mortality. CONCLUSIONS Our analysis reflects patterns of care in the USA. The use of surgery and radiation is increasing, with a trend towards longer survival. Surgery is complicated with long operative time, hospital stay and a higher rate of complications.
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Affiliation(s)
- M M Hulou
- Department of Neurosurgery, University of Kentucky, Lexington, Kentucky, USA
| | - C R Garcia
- Markey Cancer Center, University of Kentucky, Lexington, Kentucky, USA
| | - S A Slone
- Department of Statistics, University of Kentucky, Lexington, Kentucky, USA
| | - A Dugan
- Department of Biostatistics, College of Public Health, University of Kentucky, Lexington, Kentucky, USA
| | - F Lei
- College of Public Health, University of Kentucky, Lexington, Kentucky, USA
| | - B Huang
- Division of Cancer Biostatistics, College of Public Health, University of Kentucky, Lexington, Kentucky, USA
| | - T Pittman
- Department of Neurosurgery, University of Kentucky, Lexington, Kentucky, USA
| | - J L Villano
- Markey Cancer Center, University of Kentucky, Lexington, Kentucky, USA; Department of Medicine, University of Kentucky, Lexington, Kentucky, USA; Department of Neurology, University of Kentucky, Lexington, Kentucky, USA.
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Metwali H, Samii A, Gerganov V, Giordano M, Fahlbusch R, Samii M. The Significance of Intraoperative Magnetic Resonance Imaging in Resection of Skull Base Chordomas. World Neurosurg 2019; 128:e185-e194. [DOI: 10.1016/j.wneu.2019.04.086] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/20/2019] [Revised: 04/08/2019] [Accepted: 04/09/2019] [Indexed: 11/26/2022]
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Ma J, Tian K, Wang L, Wang K, Du J, Li D, Wu Z, Zhang J. High Expression of TGF-β1 Predicting Tumor Progression in Skull Base Chordomas. World Neurosurg 2019; 131:e265-e270. [PMID: 31349076 DOI: 10.1016/j.wneu.2019.07.128] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/29/2019] [Revised: 07/15/2019] [Accepted: 07/16/2019] [Indexed: 02/04/2023]
Abstract
OBJECTIVE To investigate the expression characteristics and prognostic value of transforming growth factor β1 (TGF-β1) in primary skull base chordomas (SBCs). METHODS The mRNA expression levels of TGF-β1 were measured in 57 frozen samples from patients with primary SBCs. Clinical data collection, follow-up, correlations, and survival analyses were performed. RESULTS In the series of 57 patients (29 men and 28 women) with primary SBCs, the mean value of TGF-β1 mRNA was 1.713 with a median of 0.904. Twenty-four SBCs were soft type and 33 were hard type. The Mann-Whitney U test revealed that the expression level of TGF-β1 mRNA in hard type SBCs was significantly higher than the expression level found in the soft type (P = 0.03). The independent-samples median test suggested that the expression level of TGF-β1 mRNA in female patients' SBCs was significantly higher than that in male patients' SBCs (P = 0.01). Expression differences of TGF-β1 were not seen among different pathological subtypes, tumor blood supply, or degree of resection. The Spearman rank correlation coefficient clarified that TGF-β1 mRNA levels were not correlated with tumor diameter, preoperative Karnofsky Performance Status (KPS), postoperative KPS, follow-up KPS, age, or intraoperative blood loss. The multivariate Cox analysis revealed that pathological subtype (P = 0.008), expression level of TGF-β1 mRNA (P = 0.01), and tumor texture (P = 0.03) were all independent prognostic factors for tumor progression. CONCLUSIONS SBCs in female patients and SBCs with hard texture were prone to have high TGF-β1 mRNA expression. High expression of TGF-β1, hard tumor texture, and conventional subtype were all independent risk factors for tumor progression.
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Affiliation(s)
- Junpeng Ma
- Department of Neurosurgery, Beijing Tiantan Hospital, Capital Medical University, Beijing, China; China National Clinical Research Center for Neurological Diseases, Beijing, China; Center of Brain Tumor, Beijing Institute for Brain Disorders, Beijing, China; Beijing Key Laboratory of Brian Tumor, Beijing, China
| | - Kaibing Tian
- Department of Neurosurgery, Beijing Tiantan Hospital, Capital Medical University, Beijing, China; China National Clinical Research Center for Neurological Diseases, Beijing, China; Center of Brain Tumor, Beijing Institute for Brain Disorders, Beijing, China; Beijing Key Laboratory of Brian Tumor, Beijing, China
| | - Liang Wang
- Department of Neurosurgery, Beijing Tiantan Hospital, Capital Medical University, Beijing, China; China National Clinical Research Center for Neurological Diseases, Beijing, China; Center of Brain Tumor, Beijing Institute for Brain Disorders, Beijing, China; Beijing Key Laboratory of Brian Tumor, Beijing, China
| | - Ke Wang
- Department of Neurosurgery, Beijing Tiantan Hospital, Capital Medical University, Beijing, China; China National Clinical Research Center for Neurological Diseases, Beijing, China; Center of Brain Tumor, Beijing Institute for Brain Disorders, Beijing, China; Beijing Key Laboratory of Brian Tumor, Beijing, China
| | - Jiang Du
- Department of Neuropathology, Beijing Neurosurgical Institute, Capital Medical University, Beijing, China
| | - Da Li
- Department of Neurosurgery, Beijing Tiantan Hospital, Capital Medical University, Beijing, China; China National Clinical Research Center for Neurological Diseases, Beijing, China; Center of Brain Tumor, Beijing Institute for Brain Disorders, Beijing, China; Beijing Key Laboratory of Brian Tumor, Beijing, China
| | - Zhen Wu
- Department of Neurosurgery, Beijing Tiantan Hospital, Capital Medical University, Beijing, China; China National Clinical Research Center for Neurological Diseases, Beijing, China; Center of Brain Tumor, Beijing Institute for Brain Disorders, Beijing, China; Beijing Key Laboratory of Brian Tumor, Beijing, China
| | - Junting Zhang
- Department of Neurosurgery, Beijing Tiantan Hospital, Capital Medical University, Beijing, China; China National Clinical Research Center for Neurological Diseases, Beijing, China; Center of Brain Tumor, Beijing Institute for Brain Disorders, Beijing, China; Beijing Key Laboratory of Brian Tumor, Beijing, China.
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Chan DKH, Cheo T, Cheong WK. Successful use of tissue expander and pelvic sling to exclude small bowel for high-dose pelvic irradiation. Int J Colorectal Dis 2019; 34:1043-1046. [PMID: 30953142 DOI: 10.1007/s00384-019-03280-8] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 03/13/2019] [Indexed: 02/04/2023]
Abstract
OBJECTIVE Our study seeks to describe our surgical technique of the use of a tissue expander and a pelvic sling in order to perform high-dose pelvic irradiation without incurring radiation toxicity to the small bowel. High-dose radiation therapy for pelvic tumours comes at a risk of radiation toxicity to the small bowel. Our study discusses our novel surgical technique of compartmentalising the abdomen and the pelvis through the use of a tissue expander and pelvic sling to avoid small bowel radiation toxicity. METHODS We present a patient with an unresectable sacral chordoma. We describe our surgical technique incorporating both a tissue expander and an absorbable pelvic mesh sling to successfully compartmentalise the abdomen from the pelvis. RESULTS The patient underwent an uneventful surgical procedure to place the tissue expander within the pelvis and deploy the pelvic mesh sling. Following surgery, a separation of at least 8 cm was achieved between bowel loops and the tumour. A dose of 70 Gy delivered over 35 fractions using intensity modulated radiotherapy (IMRT) was administered to the sacral chordoma, whilst managing to constrain the maximum bowel dose to 35.7 Gy. Surgery to remove the tissue expander was uneventful. The patient has not suffered any small bowel irradiation toxicity. CONCLUSIONS Our technique to exclude small bowel from the pelvis is effective and safe. This technique not only can be applied in the setting of unresectable sacral chordomas but also may be applicable to other pelvic cancers which require radiation therapy.
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Affiliation(s)
- Dedrick Kok Hong Chan
- Division of Colorectal Surgery, University Surgical Cluster, National University Health System, 1E Kent Ridge Road, Singapore, 119228, Singapore. .,Department of Surgery, Yong Loo Lin School of Medicine, National University of Singapore, Singapore, Singapore.
| | - Timothy Cheo
- Department of Radiation Oncology, National University Cancer Institute, Singapore, Singapore
| | - Wai Kit Cheong
- Division of Colorectal Surgery, University Surgical Cluster, National University Health System, 1E Kent Ridge Road, Singapore, 119228, Singapore
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Zhou Y, Hu B, Wu Z, Cheng H, Dai M, Zhang B. The clinical outcomes for chordomas in the cranial base and spine: A single center experience. Medicine (Baltimore) 2019; 98:e15980. [PMID: 31169734 PMCID: PMC6571271 DOI: 10.1097/md.0000000000015980] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/26/2022] Open
Abstract
Owing to the special growth pattern of chordomas and the limited treatment options currently available, the treatment of chordoma still remains difficult. In this study, we hope to further clarify the relationship between surgical treatment and radiotherapy of chordoma and disease progression.All patients with a primary histopathological diagnosis of clival or spinal chordomas recorded in our institution between 1976 and 2017 were examined.A total of 60 patients (location: skull base/clival, n = 24; vertebral column, n = 5; sacrum, n = 31) had a mean follow-up time of 7.7 years (range 12 months-35 years). Compared with patients who received subtotal resection (n = 5, 5-year and 10-year survival = 61% and 39%, respectively), the annual survival rate of patients who received total resection (n = 55, 5-year and 10-year survival = 67%, respectively) was significantly higher. The overall 10-year survival rate (58%) of patients treated with surgery alone was significantly different from those treated with a combination of surgery and radiation (73%). The long-term prognosis of sacral chordoma was the worst (10-year survival rate = 48%).The best treatment strategy for improved long-term survival in chordoma was a combination of surgical resection and radiation therapy. Adjuvant radiotherapy for chordoma significantly improves disease-free survival, although the long-term survival benefit remains to be determined. A worse prognosis and poor long-term survival are seen in sacral chordomas.
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Affiliation(s)
| | - Bolin Hu
- Department of Neurology, The First Affiliated Hospital of Nanchang University, China
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Zenonos GA, Fernandez-Miranda JC, Mukherjee D, Chang YF, Panayidou K, Snyderman CH, Wang EW, Seethala RR, Gardner PA. Prospective validation of a molecular prognostication panel for clival chordoma. J Neurosurg 2019; 130:1528-1537. [PMID: 29905508 DOI: 10.3171/2018.3.jns172321] [Citation(s) in RCA: 24] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/25/2017] [Accepted: 03/12/2018] [Indexed: 02/04/2023]
Abstract
OBJECTIVE There are currently no reliable means to predict the wide variability in behavior of clival chordoma so as to guide clinical decision-making and patient education. Furthermore, there is no method of predicting a tumor's response to radiation therapy. METHODS A molecular prognostication panel, consisting of fluorescence in situ hybridization (FISH) of the chromosomal loci 1p36 and 9p21, as well as immunohistochemistry for Ki-67, was prospectively evaluated in 105 clival chordoma samples from November 2007 to April 2016. The results were correlated with overall progression-free survival after surgery (PFSS), as well as progression-free survival after radiotherapy (PFSR). RESULTS Although Ki-67 and the percentages of tumor cells with 1q25 hyperploidy, 1p36 deletions, and homozygous 9p21 deletions were all found to be predictive of PFSS and PFSR in univariate analyses, only 1p36 deletions and homozygous 9p21 deletions were shown to be independently predictive in a multivariate analysis. Using a prognostication calculator formulated by a separate multivariate Cox model, two 1p36 deletion strata (0%-15% and > 15% deleted tumor cells) and three 9p21 homozygous deletion strata (0%-3%, 4%-24%, and ≥ 25% deleted tumor cells) accounted for a range of cumulative hazard ratios of 1 to 56.1 for PFSS and 1 to 75.6 for PFSR. CONCLUSIONS Homozygous 9p21 deletions and 1p36 deletions are independent prognostic factors in clival chordoma and can account for a wide spectrum of overall PFSS and PFSR. This panel can be used to guide management after resection of clival chordomas.
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Affiliation(s)
- Georgios A Zenonos
- 1Department of Neurosurgery, University of Pittsburgh Medical Center, Pittsburgh
| | | | - Debraj Mukherjee
- 1Department of Neurosurgery, University of Pittsburgh Medical Center, Pittsburgh
| | - Yue-Fang Chang
- 1Department of Neurosurgery, University of Pittsburgh Medical Center, Pittsburgh
- 2Department of Biostatistics and Epidemiology, University of Pittsburgh
| | - Klea Panayidou
- 3Department of Statistics, Carnegie Mellon University, Pittsburgh
| | - Carl H Snyderman
- 4Department of Otolaryngology, University of Pittsburgh Medical Center, Pittsburgh; and
| | - Eric W Wang
- 4Department of Otolaryngology, University of Pittsburgh Medical Center, Pittsburgh; and
| | - Raja R Seethala
- 5Department of Pathology, University of Pittsburgh Medical Center, Pittsburgh, Pennsylvania
| | - Paul A Gardner
- 1Department of Neurosurgery, University of Pittsburgh Medical Center, Pittsburgh
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Liang WS, Dardis C, Helland A, Sekar S, Adkins J, Cuyugan L, Enriquez D, Byron S, Little AS. Identification of therapeutic targets in chordoma through comprehensive genomic and transcriptomic analyses. Cold Spring Harb Mol Case Stud 2018; 4:mcs.a003418. [PMID: 30322893 PMCID: PMC6318766 DOI: 10.1101/mcs.a003418] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/30/2018] [Accepted: 10/04/2018] [Indexed: 01/12/2023] Open
Abstract
Chordoma is a rare, orphan cancer arising from embryonal precursors of bone. Surgery and radiotherapy (RT) provide excellent local control, often at the price of significant morbidity because of the structures involved and the need for relatively high doses of RT; however, recurrence remains high. Although our understanding of the genetic changes that occur in chordoma is evolving rapidly, this knowledge has yet to translate into treatments. We performed comprehensive DNA (paired tumor/normal whole-exome and shallow whole-genome) and RNA (tumor whole-transcriptome) next-generation sequencing analyses of archival sacral and clivus chordoma specimens. Incorporation of transcriptomic data enabled the identification of gene overexpression and expressed DNA alterations, thus providing additional support for potential therapeutic targets. In three patients, we identified alterations that may be amenable to off-label FDA-approved treatments for other tumor types. These alterations include FGFR1 overexpression (ponatinib, pazopanib) and copy-number duplication of CDK4 (palbociclib) and ERBB3 (gefitinib). In a third patient, germline DNA demonstrated predicted pathogenic changes in CHEK2 and ATM, which may have predisposed the patient to developing chordoma at a young age and may also be associated with potential sensitivity to PARP inhibitors because of homologous recombination repair deficiency. Last, in the fourth patient, a missense mutation in IGF1R was identified, suggesting potential activity for investigational anti-IGF1R strategies. Our findings demonstrate that chordoma patients present with aberrations in overlapping pathways. These results provide support for targeting the IGF1R/FGFR/EGFR and CDK4/6 pathways as treatment strategies for chordoma patients. This study underscores the value of comprehensive genomic and transcriptomic analysis in the development of rational, individualized treatment plans for chordoma.
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Affiliation(s)
- Winnie S Liang
- Integrated Cancer Genomics Division, Translational Genomics Research Institute, Phoenix, Arizona 85004, USA
| | - Christopher Dardis
- Division of Neurology, Barrow Neurological Institute, St. Joseph's Hospital and Medical Center, Phoenix, Arizona 85013, USA
| | - Adrienne Helland
- Integrated Cancer Genomics Division, Translational Genomics Research Institute, Phoenix, Arizona 85004, USA
| | - Shobana Sekar
- Integrated Cancer Genomics Division, Translational Genomics Research Institute, Phoenix, Arizona 85004, USA
| | - Jonathan Adkins
- Integrated Cancer Genomics Division, Translational Genomics Research Institute, Phoenix, Arizona 85004, USA
| | - Lori Cuyugan
- Integrated Cancer Genomics Division, Translational Genomics Research Institute, Phoenix, Arizona 85004, USA
| | - Daniel Enriquez
- Integrated Cancer Genomics Division, Translational Genomics Research Institute, Phoenix, Arizona 85004, USA
| | - Sara Byron
- Integrated Cancer Genomics Division, Translational Genomics Research Institute, Phoenix, Arizona 85004, USA
| | - Andrew S Little
- Department of Neurosurgery, Barrow Neurological Institute, St. Joseph's Hospital and Medical Center, Phoenix, Arizona 85013, USA
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Mercado CE, Holtzman AL, Rotondo R, Rutenberg MS, Mendenhall WM. Proton therapy for skull base tumors: A review of clinical outcomes for chordomas and chondrosarcomas. Head Neck 2018; 41:536-541. [PMID: 30537295 DOI: 10.1002/hed.25479] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/03/2017] [Revised: 04/13/2018] [Accepted: 08/15/2018] [Indexed: 11/09/2022] Open
Abstract
BACKGROUND Skull base chordomas and chondrosarcomas are rare tumors traditionally treated by surgical resection and adjuvant radiation therapy (RT). We will discuss data evaluating clinical outcomes of proton therapy in the treatment of skull base chordomas and chondrosarcomas. METHODS A literature review was performed using a MEDLINE search from January 1990 to January 2017. RESULTS The published data suggest that the dose intensification allowed by proton therapy has resulted in good clinical outcomes and a tolerable toxicity profile. CONCLUSION Proton therapy is a modern RT technique that has demonstrated improved preliminary clinical outcomes in the treatment of skull base chordomas and chondrosarcomas compared to conventional radiotherapy, and comparable to other advanced photon-based RT techniques.
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Affiliation(s)
- Catherine E Mercado
- Department of Radiation Oncology, University of Florida College of Medicine, Gainesville, Florida
| | - Adam L Holtzman
- Department of Radiation Oncology, University of Florida College of Medicine, Gainesville, Florida
| | - Ronny Rotondo
- University of Florida Health Proton Therapy Institute, University of Florida College of Medicine, Jacksonville, Florida
| | - Michael S Rutenberg
- Department of Radiation Oncology, University of Florida College of Medicine, Gainesville, Florida
| | - William M Mendenhall
- University of Florida Health Proton Therapy Institute, University of Florida College of Medicine, Jacksonville, Florida
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Characterization of a Clival Chordoma Xenograft Model Reveals Tumor Genomic Instability. THE AMERICAN JOURNAL OF PATHOLOGY 2018; 188:2902-2911. [DOI: 10.1016/j.ajpath.2018.08.004] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/05/2017] [Revised: 07/28/2018] [Accepted: 08/02/2018] [Indexed: 01/24/2023]
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Ahmed AS, Flemmer MC. The nerve of legal entrapment. Oxf Med Case Reports 2018; 2018:omy045. [PMID: 30094043 PMCID: PMC6080053 DOI: 10.1093/omcr/omy045] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/06/2018] [Accepted: 05/20/2018] [Indexed: 11/13/2022] Open
Abstract
Chordomas are a rare type of bone tumor that arises from the embryological remnant of the notochord. They originate at any point along the axial spine with the sacrum and the skull based region being the most commonly affected sites. Chordomas are slowly growing, indolent tumors, presenting insidiously, but also carry a high recurrence rate with a tendency to invade contiguous structure making their treatment challenging. The current standard of care for localized chordoma is aggressive cytoreductive surgery followed by high dose adjuvant radiotherapy. We present a unique case of a 72-year-old lawyer with a skull base chordoma invading into the hypoglossal canal and causing isolated hypoglossal nerve paralysis.
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Affiliation(s)
- Ali S Ahmed
- Department of Internal Medicine, Eastern Virginia Medical School, Norfolk, VA, USA
| | - Mark C Flemmer
- Department of Internal Medicine, Eastern Virginia Medical School, Norfolk, VA, USA
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