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Park H, Choi Y, Lee S, Lee SH, Kim ES, Jang SW, Park JH, Cho Y, Jang G, Ha Y, Dho YS, Yoo H, Lee SU, Seo SH, Kim KJ, Sohn S, Chung CK. The Clinical Outcomes of Cervical Spine Chordoma: A Nationwide Multicenter Retrospective Study. Neurospine 2024; 21:942-953. [PMID: 39363489 PMCID: PMC11456934 DOI: 10.14245/ns.2448448.224] [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: 05/01/2024] [Revised: 06/26/2024] [Accepted: 07/02/2024] [Indexed: 10/05/2024] Open
Abstract
OBJECTIVE Chordoma, a rare malignant tumor originating from embryonal notochord remnants, exhibits high resistance to conventional treatments, making surgical resection imperative. However, the factors influencing prognosis specifically for cervical spine chordoma have not been clearly identified. We investigate the prognosis of cervical spine chordoma with factors influential in a nationwide multicenter retrospective study. METHODS This study included all patients diagnosed with cervical spine chordoma at 7 tertiary referral centers from January 1998 to March 2023, excluding those with clivus and thoracic spine chordomas extending into the cervical spine. Local recurrence (LR) was identified through follow-up magnetic resonance imaging, either as reappearance in completely resected tumors or regrowth in residual tumors. The study assessed LR and overall survival, analyzing factors influencing LR and death. RESULTS Forty-five patients with cervical spine chordoma had a mean age of 46.4 years. Over a median follow-up of 52 months, LR and distant metastasis were observed in 21 (46.7%) and 4 patients (8.9%), respectively, and 16 patients (36%) were confirmed dead. The 5-year and 10-year cumulative LR rates were 51.3% and 60%, respectively, while the 5-year and 10-year survival rates were 82% and 53%. Age was the only significant factor affecting mortality (hazard ratio, 1.04; 95% confidence interval, 1.04-1.07; p=0.015). Notably, the degree of resection and adjuvant therapy did not statistically significantly impact local tumor control and mortality. CONCLUSION This study, the largest multicenter retrospective analysis of cervical spine chordoma in Korea, identified age as the only factor significantly affecting patient survival.
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Affiliation(s)
- Hangeul Park
- Department of Neurosurgery, Seoul National University Hospital, Seoul, Korea
| | - Yunhee Choi
- Division of Medical Statistics, Medical Research Collaborating Center, Seoul National University Hospital, Seoul, Korea
| | - Sungjoon Lee
- Department of Neurosurgery, Samsung Medical Center, Seoul, Korea
| | - Sun-Ho Lee
- Department of Neurosurgery, Samsung Medical Center, Seoul, Korea
| | - Eun-Sang Kim
- Department of Neurosurgery, Samsung Medical Center, Seoul, Korea
| | - Sun Woo Jang
- Department of Neurosurgery, Asan Medical Center, Seoul, Korea
| | - Jin Hoon Park
- Department of Neurosurgery, Asan Medical Center, Seoul, Korea
| | - Yunseong Cho
- Department of Neurosurgery, Severance Hospital, Seoul, Korea
| | - Giwuk Jang
- Department of Neurosurgery, Severance Hospital, Seoul, Korea
| | - Yoon Ha
- Department of Neurosurgery, Severance Hospital, Seoul, Korea
| | - Yun-Sik Dho
- Neuro-Oncology Clinic, National Cancer Center, Goyang, Korea
| | - Heon Yoo
- Neuro-Oncology Clinic, National Cancer Center, Goyang, Korea
| | - Sung Uk Lee
- Center for Proton Therapy, National Cancer Center, Goyang, Korea
| | - Seung-Ho Seo
- Department of Neurosurgery, Seoul National University Bundang Hospital, Seongnam, Korea
| | - Ki-Jeong Kim
- Department of Neurosurgery, Seoul National University Bundang Hospital, Seongnam, Korea
| | - Seil Sohn
- Department of Neurosurgery, CHA Bundang Medical Center, Seongnam, Korea
| | - Chun Kee Chung
- Neuroscience Research Institute, Seoul National University College of Medicine, Seoul, Korea
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Goumenos S, Kakouratos G, Trikoupis I, Gavriil P, Gerasimidis P, Soultanis K, Patapis P, Kontogeorgakos V, Papagelopoulos P. Clinical Outcome after Surgical Treatment of Sacral Chordomas: A Single-Center Retrospective Cohort of 27 Patients. Cancers (Basel) 2024; 16:973. [PMID: 38473334 DOI: 10.3390/cancers16050973] [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: 01/15/2024] [Revised: 02/20/2024] [Accepted: 02/23/2024] [Indexed: 03/14/2024] Open
Abstract
Introduction: The aims of our study were (1) to determine disease-specific and disease-free survival after the en-bloc resection of sacral chordomas and (2) to investigate potential risk factors for tumor recurrence and major postoperative wound-related complications. Methods: We retrospectively analyzed 27 consecutive patients with sacral chordomas who were surgically treated in our institution between 2004 and 2022. Three patients (11.1%) had a recurrent tumor and four patients (14.8%) had history of a second primary solid tumor prior to or after their sacral chordoma. A combined anterior and posterior approach, colostomy, plastic reconstruction, and spinopelvic instrumentation were necessitated in 51.9%, 29.6%, 37%, and 7.4% of cases, respectively. The mean duration of follow-up was 58 ± 41 months (range= 12-170). Death-related-to-disease, disease recurrence, and major surgical site complications were analyzed using Kaplan-Meier survival analysis, and investigation of the respective risk factors was performed with Cox hazard regression. Results: The estimated 5-year and 10-year disease-specific survival was 75.3% (95% CI = 49.1-87.5%) and 52.7% (95% CI = 31-73.8%), respectively. The estimated 1-year, 5-year, and 10-year disease-free survival regarding local and distant disease recurrence was 80.4% (95% CI = 60.9-91.1%), 53.9% (95% CI = 24.6-66.3%), and 38.5% (95% CI = 16.3-56.2%), respectively. The mean survival of the recurred patients was 61.7 ± 33.4 months after their tumor resection surgery. Conclusions: Despite the high relapse rates and perioperative morbidity, long-term patient survival is not severely impaired. Positive or less than 2 mm negative resection margins have a significant association with disease progression.
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Affiliation(s)
- Stavros Goumenos
- 1st Department of Orthopaedic Surgery, "Attikon" University General Hospital, National and Kapodistrian University of Athens, 1 Rimini Street, 12461 Athens, Greece
| | - Georgios Kakouratos
- 1st Department of Orthopaedic Surgery, "Attikon" University General Hospital, National and Kapodistrian University of Athens, 1 Rimini Street, 12461 Athens, Greece
| | - Ioannis Trikoupis
- 1st Department of Orthopaedic Surgery, "Attikon" University General Hospital, National and Kapodistrian University of Athens, 1 Rimini Street, 12461 Athens, Greece
| | - Panagiotis Gavriil
- 1st Department of Orthopaedic Surgery, "Attikon" University General Hospital, National and Kapodistrian University of Athens, 1 Rimini Street, 12461 Athens, Greece
| | - Pavlos Gerasimidis
- 1st Department of Orthopaedic Surgery, "Attikon" University General Hospital, National and Kapodistrian University of Athens, 1 Rimini Street, 12461 Athens, Greece
| | - Konstantinos Soultanis
- 1st Department of Orthopaedic Surgery, "Attikon" University General Hospital, National and Kapodistrian University of Athens, 1 Rimini Street, 12461 Athens, Greece
| | - Pavlos Patapis
- 3rd Department of Surgery, "Attikon" University General Hospital, National and Kapodistrian University of Athens, 1 Rimini Street, 12461 Athens, Greece
| | - Vasileios Kontogeorgakos
- 1st Department of Orthopaedic Surgery, "Attikon" University General Hospital, National and Kapodistrian University of Athens, 1 Rimini Street, 12461 Athens, Greece
| | - Panayiotis Papagelopoulos
- 1st Department of Orthopaedic Surgery, "Attikon" University General Hospital, National and Kapodistrian University of Athens, 1 Rimini Street, 12461 Athens, Greece
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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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Jae-Min Park A, McDowell S, Mesfin A. Management of Chordoma of the Sacrum and Mobile Spine. JBJS Rev 2022; 10:01874474-202212000-00004. [PMID: 36639876 DOI: 10.2106/jbjs.rvw.22.00162] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/15/2023]
Abstract
➢ Chordomas account for 1% to 4% of primary tumors of the spine and sacrum. ➢ En bloc resection is the preferred surgical treatment for the management of chordomas. ➢ Proton beam radiation is increasingly being used as a postoperative radiation modality for the treatment of chordomas.
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Affiliation(s)
- Andrew Jae-Min Park
- Department of Orthopedic Surgery and Physical Performance, University of Rochester School of Medicine & Dentistry, Rochester, New York
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Brinkmann EJ, Wenger DE, Johnson JD, Karim SM, Blezek DJ, Rose PS, Houdek MT. Impact of preoperative sarcopenia in patients undergoing sacral tumor resection. J Surg Oncol 2021; 125:790-795. [PMID: 34932215 DOI: 10.1002/jso.26776] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/19/2021] [Revised: 11/21/2021] [Accepted: 12/12/2021] [Indexed: 11/08/2022]
Abstract
INTRODUCTION Sacral tumor resection is known for a high rate of complications. Sarcopenia has been found to be associated with wound complications; however, there is a paucity of data examining the impact of sarcopenia on the outcome of sacral tumor resection. METHODS Forty-eight patients (31 primary sarcomas, 17 locally recurrent carcinomas) undergoing sacrectomy were reviewed. Central sarcopenia was assessed by measuring the psoas:lumbar vertebra index (PLVI), with the 50th percentile (0.97) used to determine which patients were high (>0.97) versus low (<0.97). RESULTS Twenty-four (50%) patients had a high PLVI and 24 (50%) had a low PLVI (sarcopenic). There was no difference (p > 0.05) in the demographics of patients with or without sarcopenia. There was no difference in the incidence of postoperative wound complications (odds ratio [OR] = 1.0, p = 1.0) or deep infection (OR = 0.83, p = 1.0). Sarcopenia was not associated with death due to disease (hazard ratio [HR] = 2.04, p = 0.20) or metastatic disease (HR = 2.47, p = 0.17), but was associated with local recurrence (HR = 6.60, p = 0.01). CONCLUSIONS Central sarcopenia was not predictive of wound complications or infection following sacral tumor resection. Sarcopenia was, however, an independent risk factor for local tumor recurrence following sacrectomy and should be considered when counseling patients on the outcome of sacrectomy.
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Affiliation(s)
- Elyse J Brinkmann
- Department of Orthopedic Surgery, Mayo Clinic, Rochester, Minnesota, USA
| | - Doris E Wenger
- Department of Radiology, Mayo Clinic, Rochester, Minnesota, USA
| | - Joshua D Johnson
- Department of Orthopedic Surgery, Mayo Clinic, Rochester, Minnesota, USA
| | - Syed M Karim
- Department of Orthopedic Surgery, Mayo Clinic, Rochester, Minnesota, USA
| | - Daniel J Blezek
- Department of Radiology, Mayo Clinic, Rochester, Minnesota, USA
| | - Peter S Rose
- Department of Orthopedic Surgery, Mayo Clinic, Rochester, Minnesota, USA
| | - Matthew T Houdek
- Department of Orthopedic Surgery, Mayo Clinic, Rochester, Minnesota, USA
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Theruvath AJ, Rashidi A, Nyalakonda R, Avedian R, Steffner R, Spunt SL, Daldrup-Link HE. Ferumoxytol magnetic resonance imaging detects joint and pleural infiltration of bone sarcomas in pediatric and young adult patients. Pediatr Radiol 2021; 51:2521-2529. [PMID: 34410452 PMCID: PMC8602726 DOI: 10.1007/s00247-021-05156-y] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/15/2021] [Revised: 06/10/2021] [Accepted: 07/12/2021] [Indexed: 11/27/2022]
Abstract
BACKGROUND The diagnosis of joint infiltration by a malignant bone tumor affects surgical management. The specificity of standard magnetic resonance imaging (MRI) for diagnosing joint infiltration is limited. During our MRI evaluations with ferumoxytol nanoparticles of pediatric and young adult patients with bone sarcomas, we observed a surprising marked T1 enhancement of joint and pleural effusions in some patients but not in others. OBJECTIVE To evaluate if nanoparticle extravasation differed between joints and pleura with and without tumor infiltration. MATERIALS AND METHODS We retrospectively identified 15 pediatric and young adult patients (mean age: 16±4 years) with bone sarcomas who underwent 18 MRI scans at 1 h (n=7) or 24 h (n=11) after intravenous ferumoxytol infusion. Twelve patients also received a gadolinium-enhanced MRI. We determined tumor invasion into the joint or pleural space based on histology (n=11) and imaging findings (n=4). We compared the signal-to-noise ratios (SNR) and contrast-to-noise ratios (CNR) of the joint or pleural fluid for tumors with and without invasion using a Mann-Whitney U test. RESULTS MRI scans 24 h after intravenous ferumoxytol infusion demonstrated a positive T1 enhancement of the effusion in all joints and pleural spaces with tumor infiltration and no joint or pleural space without infiltration. Corresponding SNR (P=0.004) and CNR (P=0.004) values were significantly higher for joints and pleural spaces with tumor infiltration than without. By contrast, unenhanced MRI, gadolinium-enhanced MRI and 1-h post-contrast ferumoxytol MRI did not show any enhancement of the joint or pleural effusion, with or without tumor infiltration. CONCLUSION This pilot study suggests that 24-h post-contrast ferumoxytol MRI scans can noninvasively differentiate between joints with and without tumor infiltration.
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Affiliation(s)
- Ashok J. Theruvath
- Department of Radiology, Pediatric Molecular Imaging Program, Stanford University
| | - Ali Rashidi
- Department of Radiology, Pediatric Molecular Imaging Program, Stanford University
| | - Ramya Nyalakonda
- Department of Radiology, Pediatric Molecular Imaging Program, Stanford University
| | - Raffi Avedian
- Department of Orthopedic Surgery, Lucile Packard Children’s Hospital, Stanford University
| | - Robert Steffner
- Department of Orthopedic Surgery, Lucile Packard Children’s Hospital, Stanford University
| | - Sheri L. Spunt
- Department of Pediatrics, Pediatric Hematology/Oncology, Lucile Packard Children’s Hospital
| | - Heike E. Daldrup-Link
- Department of Radiology, Pediatric Molecular Imaging Program, Stanford University,Department of Pediatrics, Pediatric Hematology/Oncology, Lucile Packard Children’s Hospital
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Passer JZ, Alvarez-Breckenridge C, Rhines L, DeMonte F, Tatsui C, Raza SM. Surgical Management of Skull Base and Spine Chordomas. Curr Treat Options Oncol 2021; 22:40. [PMID: 33743089 DOI: 10.1007/s11864-021-00838-z] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 02/18/2021] [Indexed: 12/22/2022]
Abstract
OPINION STATEMENT Management of chordoma along the cranial-spinal axis is a major challenge for both skull base and spinal surgeons. Although chordoma remains a rare tumor, occurring in approximately 1 per 1 million individuals, its treatment poses several challenges. These tumors are generally poorly responsive to radiation and chemotherapy, leading to surgical resection as the mainstay of treatment. Due to anatomic constraints and unique challenges associated with each primary site of disease, gross total resection is often not feasible and is associated with high rates of morbidity. Additionally, chordoma is associated with high rates of recurrence due to the tumor's aggressive biologic features, and postoperative radiation is increasingly incorporated as a treatment option for these patients. Despite these challenges, modern-day surgical techniques in both skull base and spinal surgery have facilitated improved patient outcomes. For example, endoscopic endonasal techniques have become the mainstay in resection of skull base chordomas, improving the ability to achieve gross total resection, while reducing associated morbidity of open transfacial techniques. Resection of spinal chordomas has been facilitated by emerging techniques in preoperative imaging, intraoperative navigation, spinal reconstruction, and radiotherapy. Taken collectively, the treatment of chordoma affecting the skull base and spinal requires a multidisciplinary team of surgeons, radiation oncologists, and medical oncologists who specialize in the treatment of this challenging disease.
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Affiliation(s)
- Joel Z Passer
- Department of Neurosurgery, The University of Texas M.D. Anderson Cancer Center, 1515 Holcombe Blvd, Unit 442, Houston, TX, 77030-4009, USA
| | - Christopher Alvarez-Breckenridge
- Department of Neurosurgery, The University of Texas M.D. Anderson Cancer Center, 1515 Holcombe Blvd, Unit 442, Houston, TX, 77030-4009, USA
| | - Laurence Rhines
- Department of Neurosurgery, The University of Texas M.D. Anderson Cancer Center, 1515 Holcombe Blvd, Unit 442, Houston, TX, 77030-4009, USA
| | - Franco DeMonte
- Department of Neurosurgery, The University of Texas M.D. Anderson Cancer Center, 1515 Holcombe Blvd, Unit 442, Houston, TX, 77030-4009, USA
| | - Claudio Tatsui
- Department of Neurosurgery, The University of Texas M.D. Anderson Cancer Center, 1515 Holcombe Blvd, Unit 442, Houston, TX, 77030-4009, USA
| | - Shaan M Raza
- Department of Neurosurgery, The University of Texas M.D. Anderson Cancer Center, 1515 Holcombe Blvd, Unit 442, Houston, TX, 77030-4009, USA.
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Pennington Z, Ehresman J, McCarthy EF, Ahmed AK, Pittman PD, Lubelski D, Goodwin CR, Sciubba DM. Chordoma of the sacrum and mobile spine: a narrative review. Spine J 2021; 21:500-517. [PMID: 33589095 DOI: 10.1016/j.spinee.2020.10.009] [Citation(s) in RCA: 22] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/02/2020] [Revised: 09/11/2020] [Accepted: 10/07/2020] [Indexed: 02/03/2023]
Abstract
Chordoma is a notochord-derived primary tumor of the skull base and vertebral column known to affect 0.08 to 0.5 per 100,000 persons worldwide. Patients commonly present with mechanical, midline pain with or without radicular features secondary to nerve root compression. Management of these lesions has classically revolved around oncologic resection, defined by en bloc resection of the lesion with negative margins as this was found to significantly improve both local control and overall survival. With advancement in radiation modalities, namely the increased availability of focused photon therapy and proton beam radiation, high-dose (>50 Gy) neoadjuvant or adjuvant radiotherapy is also becoming a standard of care. At present chemotherapy does not appear to have a role, but ongoing investigations into the ontogeny and molecular pathophysiology of chordoma promise to identify therapeutic targets that may further alter this paradigm. In this narrative review we describe the epidemiology, histopathology, diagnosis, and treatment of chordoma.
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Affiliation(s)
- Zach Pennington
- Department of Neurosurgery, Johns Hopkins University School of Medicine, 600 N. Wolfe St., Meyer 5-185A, Baltimore, MD 21287, USA
| | - Jeff Ehresman
- Department of Neurosurgery, Johns Hopkins University School of Medicine, 600 N. Wolfe St., Meyer 5-185A, Baltimore, MD 21287, USA
| | - Edward F McCarthy
- Department of Pathology, Johns Hopkins University School of Medicine, Baltimore, MD 21287, USA
| | - A Karim Ahmed
- Department of Neurosurgery, Johns Hopkins University School of Medicine, 600 N. Wolfe St., Meyer 5-185A, Baltimore, MD 21287, USA
| | - Patricia D Pittman
- Department of Neuropathology, Duke University School of Medicine, Durham, NC 27710, USA
| | - Daniel Lubelski
- Department of Neurosurgery, Johns Hopkins University School of Medicine, 600 N. Wolfe St., Meyer 5-185A, Baltimore, MD 21287, USA
| | - C Rory Goodwin
- Department of Neurosurgery, Duke University School of Medicine, Durham, NC 27710, USA
| | - Daniel M Sciubba
- Department of Neurosurgery, Johns Hopkins University School of Medicine, 600 N. Wolfe St., Meyer 5-185A, Baltimore, MD 21287, USA.
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Huang W, Yan YG, Wang WJ, Ouyang ZH, Li XL, Zhang TL, Wang XB, Wang B, Lv GH, Li J, Zou MX. Development and Validation of a 6-miRNA Prognostic Signature in Spinal Chordoma. Front Oncol 2020; 10:556902. [PMID: 33194623 PMCID: PMC7656123 DOI: 10.3389/fonc.2020.556902] [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: 04/29/2020] [Accepted: 09/29/2020] [Indexed: 12/15/2022] Open
Abstract
BACKGROUND Published data have suggested a critical role for microRNA (miRNA) expression in chordoma progression. However, most of these studies focus on single miRNA and no multi-miRNA prognostic signature has been currently established for chordoma. In this study, we sought to develop and validate a 6-miRNA risk score (miRscore) model for survival prediction. METHODS Medline, Embase, and Google scholar searches (from inception to July 20, 2018) were conducted to identify candidate miRNAs with prognostic value as per predefined criteria. Quantitative RT-PCR was used to measure miRNA levels in 114 spinal chordoma (54 in the training and 60 in the validation cohort) and 20 control specimens. Subsequently, the miRscore was built based on miRNAs data. RESULTS Literature searches identified six prognostic miRNAs (miR-574-3p, miR-1237-3p, miR-140-3p, miR-1, miR-155, and miR-1290) with differential expression in tumor tissues. Bioinformatical analysis revealed an important regulatory role for miR-574-3p/EGFR signaling in chordoma and showed that the target genes of these prognostic miRNAs were mainly enriched in transcription regulation, protein binding and cancer-related pathways. In both cohorts, the miRscore was associated with surrounding muscle invasion by tumor and/or other aggressive features. The miRscore model well predicted local recurrence-free survival and overall survival, which remained after adjusting for other relevant covariates. Further time-dependent receiver operating characteristics analysis in the two cohorts found that the miRscore classifier had stronger prognostic power than known clinical predictors and improved the ability of Enneking staging to predict outcomes. Importantly, recursive-partitioning analysis of both samples combined separated patients into four prognostically distinct risk subgroups for recurrence and survival (both P < 0.001). CONCLUSIONS These data suggest the miRscore as a useful prognostic stratification tool in spinal chordoma and may represent an important step toward future personalized treatment of patients.
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Affiliation(s)
- Wei Huang
- Department of Spine Surgery, The First Affiliated Hospital, University of South China, Hengyang, China
- Health Management Center, The First Affiliated Hospital, University of South China, Hengyang, China
| | - Yi-Guo Yan
- Department of Spine Surgery, The First Affiliated Hospital, University of South China, Hengyang, China
| | - Wen-Jun Wang
- Department of Spine Surgery, The First Affiliated Hospital, University of South China, Hengyang, China
| | - Zhi-Hua Ouyang
- Department of Spine Surgery, The First Affiliated Hospital, University of South China, Hengyang, China
| | - Xue-Lin Li
- Department of Spine Surgery, The First Affiliated Hospital, University of South China, Hengyang, China
| | - Tao-Lan Zhang
- Department of Cancer Biology, College of Medicine and Life Sciences, University of Toledo, Toledo, OH, United States
| | - Xiao-Bin Wang
- Department of Spine Surgery, The Second Xiangya Hospital, Central South University, Changsha, China
| | - Bing Wang
- Department of Spine Surgery, The Second Xiangya Hospital, Central South University, Changsha, China
| | - Guo-Hua Lv
- Department of Spine Surgery, The Second Xiangya Hospital, Central South University, Changsha, China
| | - Jing Li
- Department of Spine Surgery, The Second Xiangya Hospital, Central South University, Changsha, China
| | - Ming-Xiang Zou
- Department of Spine Surgery, The First Affiliated Hospital, University of South China, Hengyang, China
- Department of Spine Surgery, The Second Xiangya Hospital, Central South University, Changsha, China
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Zuckerman SL, Rhines LD. The use of preoperative imaging in the treatment of sacral chordomas. JOURNAL OF SPINE SURGERY 2019; 5:390-391. [PMID: 31663054 DOI: 10.21037/jss.2019.08.03] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/06/2022]
Affiliation(s)
- Scott L Zuckerman
- Department of Neurological Surgery, Vanderbilt University Medical Center, Nashville, TN, USA
| | - Laurence D Rhines
- Department of Neurological Surgery, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
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11
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Munger AM, Geddes BJ, Lee FY. Defining preoperative imaging findings of sacral chordomas associated with decreased overall survival and local recurrence. JOURNAL OF SPINE SURGERY (HONG KONG) 2019; 5:171-173. [PMID: 31032452 DOI: 10.21037/jss.2019.03.04] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/23/2022]
Affiliation(s)
- Alana M Munger
- Department of Orthopaedics and Rehabilitation, Yale School of Medicine, New Haven, CT, USA
| | - Benjamin J Geddes
- Department of Orthopaedics and Rehabilitation, Yale School of Medicine, New Haven, CT, USA
| | - Francis Y Lee
- Department of Orthopaedics and Rehabilitation, Yale School of Medicine, New Haven, CT, USA
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