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Aldhahi MI, Abdelwahab SI, Taha MME, Duarte AE, Hassan W. Bibliometric Analysis of Meningiomas from 2001 to 2023: Focus on the Top 100 Most Cited Papers. World Neurosurg 2024; 190:e604-e616. [PMID: 39098503 DOI: 10.1016/j.wneu.2024.07.190] [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: 07/06/2024] [Accepted: 07/26/2024] [Indexed: 08/06/2024]
Abstract
OBJECTIVE The aim was to conduct a comprehensive bibliometric analysis of meningioma research, focusing on publication trends, top authors, universities, countries, and thematic analysis of keywords. METHODS From Scopus databases, first we analyzed 23,180 papers (or 19,824 articles and 3356 reviews) published between 2001 and 2023. Second, we selected the top 100 most cited papers and descriptively analyzed on Vosviewer and R Studio (bibliometrix/biblioshiny). RESULTS For both sets, we highlighted the annual publication trends and the impact of top-cited papers. We identified leading authors, universities, and countries contributing significantly to the field. Keyword analysis categorized research themes across all papers. Specific focus was given to the top 100 most cited documents in meningioma. Details about the annual number of papers, mean citations per year, and the citable years are provided. The top authors are presented by number of publications, citations, h-index, g-index, and m-index. Co-word analysis was performed, and the main focus of the 100 most cited papers are presented in more than 20 categories. CONCLUSIONS Our findings may provide insights into the evolution of meningioma research and its scholarly impact. The analysis underscores the pivotal contributions of top authors and institutions, outlines thematic research trends, and highlights areas of significant interest and growth in the field. Our study may contribute to understanding the landscape of meningioma research, guiding future research directions and collaborations.
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Affiliation(s)
- Monira I Aldhahi
- Department of Rehabilitation Sciences, College of Health and Rehabilitation Sciences, Princess Nourah Bint Abdulrahman University, Riyadh, Saudi Arabia
| | | | | | - Antonia Eliene Duarte
- Department of Biological Sciences, Regional University of Cariri, Crato, Ceara, Brazil
| | - Waseem Hassan
- Institute of Chemical Sciences, University of Peshawar, Peshawar, Khyber Pakhtunkhwa, Pakistan.
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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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Xia Y, Papali P, Al-Mistarehi AH, Hansen LJ, Azad TD, Ahmed AK, Meyer C, Gross J, Khan M, Bettegowda C, Mukherjee D, Witham T, Bydon A, Theodore N, Wolinsky JP, Gokaslan Z, Larry Lo SF, Sciubba D, Lee SH, Redmond KJ, Lubelski D. Outcomes After Definitive Surgery for Spinal and Sacral Chordoma in 101 Patients Over 20 Years. Neurosurgery 2024:00006123-990000000-01303. [PMID: 39101708 DOI: 10.1227/neu.0000000000003130] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/09/2024] [Accepted: 06/17/2024] [Indexed: 08/06/2024] Open
Abstract
BACKGROUND AND OBJECTIVES Spinal chordomas are primary bone tumors where surgery remains the primary treatment. However, their low incidence, lack of evidence, and late disease presentation make them challenging to manage. Here, we report the postoperative outcomes of a large cohort of patients after surgical resection, investigate predictors for overall survival (OS) and local recurrence-free survival (LRFS) times, and trend functional outcomes over multiple time periods. METHODS Retrospective review of all patients followed for spinal chordoma at a quaternary spinal oncology center from 2003 to 2023 was included. Data were collected regarding demographics, preoperative and perioperative management, and follow-up since initial definitive surgery. Primary outcomes were OS and LRFS, whereas secondary outcomes were functional deficits. RESULTS One hundred one patients had an average follow-up of 6.0 ± 4.2 years. At the time of census, 25/101 (24.8%) had experienced a recurrence and 10/101 (9.9%) had died. After surgery, patients experienced a significant decrease in pain over time, but rates of sensory deficits, weakness, and bowel/bladder dysfunction remained static. Tumors ≥100 cm3 (hazard ratio (HR) = 5.89, 95% CI 1.72-20.18, P = .005) and mobile spine chordomas (HR = 7.73, 95% CI 2.09-28.59, P = .002) are related to worse LRFS, whereas having neoadjuvant radiotherapy is associated with improved LRFS (HR = 0.09, 95% CI 0.01-0.88, P = .038). On the other hand, being age ≥65 years was associated with decreased OS (HR = 16.70, 95% CI 1.54-181.28, P = .021). CONCLUSION Surgeons must often weigh the pros and cons of en bloc resection and sacrificing important but affected native tissues. Our findings can provide a benchmark for counseling patients with spinal chordoma. Tumors ≥100 cm3 appear to have a 5.89-times higher risk of recurrence, mobile spine chordomas have a 7.73 times higher risk, and neoadjuvant radiotherapy confers an 11.1 times lower risk for local recurrence. Patients age ≥65 years at surgery have a 16.70 times higher risk of mortality than those <65 years.
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Affiliation(s)
- Yuanxuan Xia
- Department of Neurosurgery, The Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
| | - Pritika Papali
- Department of Neurosurgery, The Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
| | - Abdel-Hameed Al-Mistarehi
- Department of Neurosurgery, The Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
| | - Landon J Hansen
- Department of Neurosurgery, The Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
| | - Tej D Azad
- Department of Neurosurgery, The Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
| | - A Karim Ahmed
- Department of Neurosurgery, The Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
| | - Christian Meyer
- Division of Medical Oncology, The Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
| | - John Gross
- Department of Pathology, The Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
| | - Majid Khan
- Department of Radiology and Radiological Science, The Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
| | - Chetan Bettegowda
- Department of Neurosurgery, The Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
| | - Debraj Mukherjee
- Department of Neurosurgery, The Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
| | - Timothy Witham
- Department of Neurosurgery, The Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
| | - Ali Bydon
- Department of Neurosurgery, The Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
| | - Nicholas Theodore
- Department of Neurosurgery, The Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
| | - Jean-Paul Wolinsky
- Department of Neurosurgery, Northwestern University, Chicago, Illinois, USA
| | - Ziya Gokaslan
- Department of Neurosurgery, The Warren Alpert Medical School of Brown University, Providence, Rhode Island, USA
| | - Sheng-Fu Larry Lo
- Department of Neurosurgery, Zucker School of Medicine at Hofstra, Manhasset, New York, USA
| | - Daniel Sciubba
- Department of Neurosurgery, Zucker School of Medicine at Hofstra, Manhasset, New York, USA
| | - Sang H Lee
- Department of Orthopedic Surgery, The Johns Hopkins Hospital, Baltimore, Maryland, USA
| | - Kristin J Redmond
- Department of Radiation Oncology and Molecular Radiation Sciences, The Johns Hopkins Hospital, Baltimore, Maryland, USA
| | - Daniel Lubelski
- Department of Neurosurgery, The Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
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O’Halloran K, Hakimjavadi H, Bootwalla M, Ostrow D, Kerawala R, Cotter JA, Yellapantula V, Kaneva K, Wadhwani NR, Treece A, Foreman NK, Alexandrescu S, Vega JV, Biegel JA, Gai X. Pediatric Chordoma: A Tale of Two Genomes. Mol Cancer Res 2024; 22:721-729. [PMID: 38691518 PMCID: PMC11296893 DOI: 10.1158/1541-7786.mcr-23-0741] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/13/2023] [Revised: 02/23/2024] [Accepted: 04/26/2024] [Indexed: 05/03/2024]
Abstract
Little is known about the genomic alterations in chordoma, with the exception of loss of SMARCB1, a core member of the SWI/SNF complex, in poorly differentiated chordomas. A TBXT duplication and rs2305089 polymorphism, located at 6q27, are known genetic susceptibility loci. A comprehensive genomic analysis of the nuclear and mitochondrial genomes in pediatric chordoma has not yet been reported. In this study, we performed WES and mtDNA genome sequencing on 29 chordomas from 23 pediatric patients. Findings were compared with that from whole-genome sequencing datasets of 80 adult patients with skull base chordoma. In the pediatric chordoma cohort, 81% of the somatic mtDNA mutations were observed in NADH complex genes, which is significantly enriched compared with the rest of the mtDNA genes (P = 0.001). In adult chordomas, mtDNA mutations were also enriched in the NADH complex genes (P < 0.0001). Furthermore, a progressive increase in heteroplasmy of nonsynonymous mtDNA mutations was noted in patients with multiple tumors (P = 0.0007). In the nuclear genome, rare likely germline in-frame indels in ARID1B, a member of the SWI/SNF complex located at 6q25.3, were observed in five pediatric patients (22%) and four patients in the adult cohort (5%). The frequency of rare ARID1B indels in the pediatric cohort is significantly higher than that in the adult cohort (P = 0.0236, Fisher's exact test), but they were both significantly higher than that in the ethnicity-matched populations (P < 5.9e-07 and P < 0.0001174, respectively). Implications: germline ARID1B indels and mtDNA aberrations seem important for chordoma genesis, especially in pediatric chordoma.
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Affiliation(s)
- Katrina O’Halloran
- Department of Hematology, Oncology and Blood & Marrow Transplantation, Children’s Hospital Los Angeles, Los Angeles, CA, USA
| | - Hesamedin Hakimjavadi
- Department of Pathology and Laboratory Medicine, Children’s Hospital Los Angeles, Los Angeles, CA, USA
| | - Moiz Bootwalla
- Department of Pathology and Laboratory Medicine, Children’s Hospital Los Angeles, Los Angeles, CA, USA
| | - Dejerianne Ostrow
- Department of Pathology and Laboratory Medicine, Children’s Hospital Los Angeles, Los Angeles, CA, USA
| | - Rhea Kerawala
- Department of Pathology and Laboratory Medicine, Children’s Hospital Los Angeles, Los Angeles, CA, USA
| | - Jennifer A. Cotter
- Department of Pathology and Laboratory Medicine, Children’s Hospital Los Angeles, Los Angeles, CA, USA
- Department of Pathology, Keck School of Medicine, University of Southern California, Los Angeles, CA, USA
| | - Venkata Yellapantula
- Department of Pathology and Laboratory Medicine, Children’s Hospital Los Angeles, Los Angeles, CA, USA
- Department of Pathology, Keck School of Medicine, University of Southern California, Los Angeles, CA, USA
| | | | - Nitin R Wadhwani
- Department of Pathology and Laboratory Medicine, Ann & Robert H. Lurie Children’s Hospital of Chicago, Chicago, IL, USA
| | - Amy Treece
- Division of Pathology, Children’s Hospital Colorado, Denver, CO, USA
| | - Nicholas K. Foreman
- Division of Hematology, Oncology, Children’s Hospital Colorado, Denver, CO, USA
| | | | | | - Jaclyn A. Biegel
- Department of Pathology and Laboratory Medicine, Children’s Hospital Los Angeles, Los Angeles, CA, USA
- Department of Pathology, Keck School of Medicine, University of Southern California, Los Angeles, CA, USA
| | - Xiaowu Gai
- Department of Pathology and Laboratory Medicine, Children’s Hospital Los Angeles, Los Angeles, CA, USA
- Department of Pathology, Keck School of Medicine, University of Southern California, Los Angeles, CA, USA
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5
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Shigeta N, Isaka T, Ono K, Tanaka M, Yokose T, Adachi H, Usuba W, Ito H. Primary lung chordoma: a case report. Diagn Pathol 2024; 19:91. [PMID: 38961474 PMCID: PMC11223418 DOI: 10.1186/s13000-024-01522-0] [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: 04/03/2023] [Accepted: 06/26/2024] [Indexed: 07/05/2024] Open
Abstract
BACKGROUND Chordoma, a rare malignant tumor arising from notochordal tissue, usually occurs along the spinal axis. Only a few published reports of primary lung chordomas exist. Herein, we present a case of primary lung chordoma and discuss important considerations for diagnosing rare chordomas. CASE PRESENTATION We report a case of primary lung chordoma in a 39-year-old male with a history of testicular mixed germ-cell tumor of yolk sac and teratoma. Computed tomography revealed slow-growing solid lesions in the left lower lobe. We performed wedge resection for suspected germ-cell tumor lung metastasis. Histologically, large round or oval cells with eosinophilic cytoplasm were surrounded by large cells with granular, lightly eosinophilic cytoplasm. Tumor cells were physaliphorous. Immunohistochemistry was positive for brachyury, S-100 protein, epithelial membrane antigen, vimentin, and cytokeratin AE1/AE3, suggesting pulmonary chordoma. Re-examination of the testicular mixed germ-cell tumor revealed no notochordal elements. Although some areas were positive for brachyury staining, hematoxylin and eosin (HE) staining did not show morphological features typical of chordoma. Complementary fluorescence in situ hybridization (FISH) of the lung tumor confirmed the absence of isochromosome 12p and 12p amplification. Thus, a final diagnosis of primary lung chordoma was established. CONCLUSIONS In patients with a history of testicular mixed germ cell tumors, comparison of histomorphology using HE and Brachyury staining of lung and testicular tumors, and analyzing isochromosome 12p and 12p amplification in lung tumors using FISH is pivotal for the diagnosis of rare lung chordomas.
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Affiliation(s)
- Naoko Shigeta
- Department of Thoracic Surgery, Kanagawa Cancer Center, 2-3-2 Nakao, Asahi, Yokohama, Kanagawa, 241-8515, Japan.
| | - Tetsuya Isaka
- Department of Thoracic Surgery, Kanagawa Cancer Center, 2-3-2 Nakao, Asahi, Yokohama, Kanagawa, 241-8515, Japan
| | - Kyoko Ono
- Department of Pathology, Kanagawa Cancer Center, 2-3-2 Nakao, Asahi, Yokohama, Kanagawa, 241-8515, Japan
| | - Mio Tanaka
- Department of Pathology, Kanagawa Children's Medical Center, 1-138-4 Mutsukawa, Minami, Yokohama, Kanagawa, 232-0066, Japan
| | - Tomoyuki Yokose
- Department of Pathology, Kanagawa Cancer Center, 2-3-2 Nakao, Asahi, Yokohama, Kanagawa, 241-8515, Japan
| | - Hiroyuki Adachi
- Department of Thoracic Surgery, Kanagawa Cancer Center, 2-3-2 Nakao, Asahi, Yokohama, Kanagawa, 241-8515, Japan
| | - Wataru Usuba
- Department of Urology, St. Marianna University Yokohama Seibu Hospital, 1197-1 Yasashicyo, Asahi, Yokohama, Kanagawa, 241-0811, Japan
| | - Hiroyuki Ito
- Department of Thoracic Surgery, Kanagawa Cancer Center, 2-3-2 Nakao, Asahi, Yokohama, Kanagawa, 241-8515, Japan
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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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Zhang TL, Xia C, Zheng BW, Hu HH, Jiang LX, Escobar D, Zheng BY, Chen TD, Li J, Lv GH, Huang W, Yan YG, Zou MX. Integrating single-cell and spatial transcriptomics reveals endoplasmic reticulum stress-related CAF subpopulations associated with chordoma progression. Neuro Oncol 2024; 26:295-308. [PMID: 37772937 PMCID: PMC10836767 DOI: 10.1093/neuonc/noad173] [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: 01/31/2023] [Indexed: 09/30/2023] Open
Abstract
BACKGROUND With cancer-associated fibroblasts (CAFs) as the main cell type, the rich myxoid stromal components in chordoma tissues may likely contribute to its development and progression. METHODS Single-cell RNA sequencing (scRNA-seq), spatial transcriptomics, bulk RNA-seq, and multiplexed quantitative immunofluorescence (QIF) were used to dissect the heterogeneity, spatial distribution, and clinical implication of CAFs in chordoma. RESULTS We sequenced here 72 097 single cells from 3 primary and 3 recurrent tumor samples, as well as 3 nucleus pulposus samples as controls using scRNA-seq. We identified a unique cluster of CAF in recurrent tumors that highly expressed hypoxic genes and was functionally enriched in endoplasmic reticulum stress (ERS). Pseudotime trajectory and cell communication analyses showed that this ERS-CAF subpopulation originated from normal fibroblasts and widely interacted with tumoral and immune cells. Analyzing the bulk RNA-seq data from 126 patients, we found that the ERS-CAF signature score was associated with the invasion and poor prognosis of chordoma. By integrating the results of scRNA-seq with spatial transcriptomics, we demonstrated the existence of ERS-CAF in chordoma tissues and revealed that this CAF subtype displayed the most proximity to its surrounding tumor cells. In subsequent QIF validation involving 105 additional patients, we confirmed that ERS-CAF was abundant in the chordoma microenvironment and located close to tumor cells. Furthermore, both ERS-CAF density and its distance to tumor cells were correlated with tumor malignant phenotype and adverse patient outcomes. CONCLUSIONS These findings depict the CAF landscape for chordoma and may provide insights into the development of novel treatment approaches.
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Affiliation(s)
- Tao-Lan Zhang
- Institute of Clinical Medicine, The First Affiliated Hospital, Hengyang Medical School, University of South China, Hengyang, China
- Department of Pharmacy, The First Affiliated Hospital, Hengyang Medical School, University of South China, Hengyang, China
| | - Chao Xia
- Department of Spine Surgery, The First Affiliated Hospital, Hengyang Medical School, University of South China, Hengyang, China
| | - Bo-Wen Zheng
- Institute of Clinical Medicine, The First Affiliated Hospital, Hengyang Medical School, University of South China, Hengyang, China
- Musculoskeletal Tumor Center, Peking University People’s Hospital, Peking University, Beijing, China
| | - Hai-Hong Hu
- Institute of Clinical Medicine, The First Affiliated Hospital, Hengyang Medical School, University of South China, Hengyang, China
| | - Ling-Xiang Jiang
- Department of Radiation Oncology, Melvin and Bren Simon Comprehensive Cancer Center, Indiana University School of Medicine, Indianapolis, Indiana, USA
| | - David Escobar
- Department of Cancer Biology, University of Toledo, College of Medicine & Life Sciences, Toledo, Ohio, USA
| | - Bo-Yv Zheng
- Department of Orthopedics Surgery, General Hospital of the Central Theater Command, Wuhan, China
| | - Tian-Dong Chen
- Department of Pathology, The Affiliated Henan Provincial Cancer Hospital, Zhengzhou University, Zhengzhou, China
| | - Jing Li
- 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
| | - Wei Huang
- The First Affiliated Hospital, Health Management Center, Hengyang Medical School, University of South China, Hengyang, China
| | - Yi-Guo Yan
- Department of Spine Surgery, The First Affiliated Hospital, Hengyang Medical School, University of South China, Hengyang, China
| | - Ming-Xiang Zou
- Department of Spine Surgery, The First Affiliated Hospital, Hengyang Medical School, University of South China, Hengyang, China
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8
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Cheng D, Liu D, Li X, Zhang Z, Mi Z, Tao W, Fu J, Fan H. Deep-Learning-Based Model for the Prediction of Cancer-Specific Survival in Patients with Spinal Chordoma. World Neurosurg 2023; 178:e835-e845. [PMID: 37586553 DOI: 10.1016/j.wneu.2023.08.032] [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: 07/23/2023] [Revised: 08/05/2023] [Accepted: 08/07/2023] [Indexed: 08/18/2023]
Abstract
OBJECTIVE Spinal chordomas are locally aggressive and frequently recurrent tumors with a poor prognosis. Previous studies focused on a Cox regression model to predict the survival of patients with spinal chordoma. We aimed to develop a more effective model based on deep learning for prognosis prediction in spinal chordoma. METHODS Patients with spinal chordoma were gathered from the SEER database. Cox regression analysis was conducted to compare the influence of different clinical characteristics on cancer-specific survival. Two deep learning models, namely, DeepSurv and NMTLR, were developed, alongside 2 classic models, for the purpose of comparison. Performance of these models was evaluated by concordance index, Integrated Brier Score, receiver operating characteristic curves, Kaplan-Meier curves, and calibration curves. RESULTS A total of 258 spinal chordoma patients were included in the current study. The median follow-up time was 94 ± 52 months. Variables used for prognosis prediction consisted of age, primary site, tumor size, histologic grade, extension of surgery, tumor invasion, and metastasis. Comparing with conventional models, each deep learning model showed superior predictive performance, the C-index on the test cohort is 0.830 for DeepSurv and 0.804 for NMTLR, respectively. The DeepSurv model represented the best performance, with area under the curve of 0.843 in predicting 5-year survival and 0.880 in predicting 10-year survival. CONCLUSIONS We successfully constructed a deep learning model to predict the CSS of spinal chordoma patients and proved that it was more accurate and practical than conventional prediction model. Our deep learning model has the potential to guide clinicians in better care planning and decision-making.
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Affiliation(s)
- Debin Cheng
- Department of Orthopaedics, Xijing Hospital Affiliated to The Fourth Military Medical University, Xi'an, Shanxi, China
| | - Dong Liu
- Department of Orthopaedics, Xijing Hospital Affiliated to The Fourth Military Medical University, Xi'an, Shanxi, China
| | - Xian Li
- Department of Orthopaedics, Shenzhen University General Hospital, Shenzhen, China
| | - Zhao Zhang
- Department of Orthopaedics, Xijing Hospital Affiliated to The Fourth Military Medical University, Xi'an, Shanxi, China
| | - Zhenzhou Mi
- Department of Orthopaedics, Xijing Hospital Affiliated to The Fourth Military Medical University, Xi'an, Shanxi, China
| | - Weidong Tao
- Department of Orthopaedics, Xijing Hospital Affiliated to The Fourth Military Medical University, Xi'an, Shanxi, China
| | - Jun Fu
- Department of Orthopaedics, Xijing Hospital Affiliated to The Fourth Military Medical University, Xi'an, Shanxi, China
| | - Hongbin Fan
- Department of Orthopaedics, Xijing Hospital Affiliated to The Fourth Military Medical University, Xi'an, Shanxi, China.
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9
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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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10
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Outcomes of Recurrent Mobile Spine Chordomas. J Am Acad Orthop Surg 2023; 31:e278-e286. [PMID: 36729745 DOI: 10.5435/jaaos-d-22-00621] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/27/2022] [Accepted: 10/20/2022] [Indexed: 02/03/2023] Open
Abstract
INTRODUCTION Chordomas of the mobile spine are rare malignant tumors. The purpose of this study was to review the outcomes of treatment for patients with recurrent mobile spine chordomas. METHODS The oncologic outcomes and survival of 30 patients undergoing treatment of a recurrent mobile spine chordoma were assessed over a 24-year period. The mean follow-up was 3.5 years. RESULTS In patients presenting with a recurrent mobile spine chordoma, the mean 2- and 5-year overall survival was 73% and 39%, respectively. Enneking appropriate resection trended toward improved overall survival at 5 years (100% vs. 32%, P = 0.24). Those undergoing surgical resection for recurrence had improved metastatic-free survival (hazard ratio 0.29, CI 0.08 to 0.99, P = 0.05). Positive margins were found to be a risk factor of further local recurrence (hazard ratio 7.92, CI 1.02 to 61.49, P = 0.04). Those undergoing nonsurgical management trended toward having an increase in new neurologic deficits (P = 0.09), however, there was no difference in overall complications based on treatment type (P = 0.13). CONCLUSION Recurrent mobile spine chordoma portends a poor prognosis with an overall survival of less than 40% at 5 years. Surgical resection may help prevent new neurologic deficits and tumor metastasis while en bloc excision with negative surgical margins is associated with improved local recurrence-free survival.
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11
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Zhai Y, Bai J, Xue Y, Li M, Mao W, Zhang X, Zhang Y. Development and validation of a preoperative MRI-based radiomics nomogram to predict progression-free survival in patients with clival chordomas. Front Oncol 2022; 12:996262. [PMID: 36591445 PMCID: PMC9800789 DOI: 10.3389/fonc.2022.996262] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/17/2022] [Accepted: 12/01/2022] [Indexed: 12/23/2022] Open
Abstract
Objectives The aim of this study was to establish and validate a MRI-based radiomics nomogram to predict progression-free survival (PFS) of clival chordoma. Methods A total of 174 patients were enrolled in the study (train cohort: 121 cases, test cohort: 53 cases). Radiomic features were extracted from multiparametric MRIs. Intraclass correlation coefficient analysis and a Lasso and Elastic-Net regularized generalized linear model were used for feature selection. Then, a nomogram was established via univariate and multivariate Cox regression analysis in the train cohort. The performance of this nomogram was assessed by area under curve (AUC) and calibration curve. Results A total of 3318 radiomic features were extracted from each patient, of which 2563 radiomic features were stable features. After feature selection, seven radiomic features were selected. Cox regression analysis revealed that 2 clinical factors (degree of resection, and presence or absence of primary chordoma) and 4 radiomic features were independent prognostic factors. The AUC of the established nomogram was 0.747, 0.807, and 0.904 for PFS prediction at 1, 3, and 5 years in the train cohort, respectively, compared with 0.582, 0.852, and 0.914 in the test cohort. Calibration and risk score stratified survival curves were satisfactory in the train and test cohort. Conclusions The presented nomogram demonstrated a favorable predictive accuracy of PFS, which provided a novel tool to predict prognosis and risk stratification. Our results suggest that radiomic analysis can effectively help neurosurgeons perform individualized evaluations of patients with clival chordomas.
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Affiliation(s)
- Yixuan Zhai
- Beijing Neurosurgical Institute, Capital Medical University, Beijing, China
| | - Jiwei Bai
- Beijing Neurosurgical Institute, Capital Medical University, Beijing, China
| | - Yake Xue
- Department of Neurosurgery, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, China
| | - Mingxuan Li
- Beijing Neurosurgical Institute, Capital Medical University, Beijing, China
| | - Wenbin Mao
- Department of Neurosurgery, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, China
| | - Xuezhi Zhang
- Department of Neurosurgery, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, China
| | - Yazhuo Zhang
- Beijing Neurosurgical Institute, Capital Medical University, Beijing, China,Department of Neurosurgery, Beijing Tiantan Hospital, 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,*Correspondence: Yazhuo Zhang,
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12
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Chang C, Tang K, Gao Y, Dai J, Dai C. Bibliometric analysis of the global research trends and hotspots in chordoma from 2000 to 2020. PLoS One 2022; 17:e0279181. [PMID: 36520826 PMCID: PMC9754290 DOI: 10.1371/journal.pone.0279181] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/21/2021] [Accepted: 12/02/2022] [Indexed: 12/23/2022] Open
Abstract
INTRODUCTION Chordoma is formed from embryonic residues or ectopic chordae and locally aggressive or malignant tumors. We visually analyzed the research tendency and hotspot of chordoma. METHODS The bibliometric analysis was conducted from the Web of Science Core Collection database over the past two decades. The term and strategies were as follows: "TS = (chordoma) OR TS = (chordoblastoma) OR TS = (chordocarcinoma) OR TS = (chordoepithelioma) OR TS = (chordosarcoma) OR TS = (notochordoma). AND Language: English. AND Reference Type: Article OR Review". A total of 2,118 references were retrieved and used to make a visual analysis by VOSviewer 1.6.15. RESULTS The chordoma was on a steady rise and chordoma but remained the focus of scholars and organizations over the last two decades. The Chinese institutions and scholars lacked cooperation with their counterparts in other countries. The citations of documents and co-citation analysis of cited references suggested that M.L. McMaster, B.P. Walcott, P. Bergh, and S. Stacchiotti were leading researchers in this field of chordoma and their papers had been widely accepted and inspired recent researches. Keywords associated with recent chemotherapy, PD-1-related immunotherapy, and SMARCB1/integrase interactor 1 (INI1) in chordoma were a shortage of research and there may be more research ideas in the future by scholars. The research of chordoma will continue to be the hotspot. CONCLUSIONS Thus, explaining the molecular mechanism and potential role of transcriptional inhibition and immunologic responses to SMARCB1/INI1-negative poorly differentiated chordoma will be available for preclinical experiments and clinical trials and lead to new therapeutic opportunities for chordoma patients.
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Affiliation(s)
- Cuicui Chang
- Central Laboratory of Medicine School, Xi’an Peihua University, Xi’an, China
| | - Kai Tang
- Central Laboratory of Medicine School, Xi’an Peihua University, Xi’an, China
- Department of Breast Surgery, The First Affiliated Hospital of Xi ’an Jiaotong University, Xi’an, China
| | - Yifan Gao
- Central Laboratory of Medicine School, Xi’an Peihua University, Xi’an, China
| | - Jingyao Dai
- Department of Hepatobiliary Surgery, Air Force Medical Center, Fourth Military Medical University, Xi’an, China
| | - Chen Dai
- Orthopedics and Trauma Department, the 963rd (224th) Hospital of People’s Liberation Army, 963rd Hospital of Joint Logistics Support Force of PLA, Jiamusi, Heilongjiang, China
- Department of Orthopedics, The Third Medical Center, General Hospital of the Chinese People’s Liberation Army, Beijing, China
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13
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Lopez DC, Robbins YL, Kowalczyk JT, Lassoued W, Gulley JL, Miettinen MM, Gallia GL, Allen CT, Hodge JW, London NR. Multi-spectral immunofluorescence evaluation of the myeloid, T cell, and natural killer cell tumor immune microenvironment in chordoma may guide immunotherapeutic strategies. Front Oncol 2022; 12:1012058. [PMID: 36338744 PMCID: PMC9634172 DOI: 10.3389/fonc.2022.1012058] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/05/2022] [Accepted: 09/27/2022] [Indexed: 11/21/2022] Open
Abstract
Background Chordoma is a rare, invasive, and devastating bone malignancy of residual notochord tissue that arises at the skull base, sacrum, or spine. In order to maximize immunotherapeutic approaches as a potential treatment strategy in chordoma it is important to fully characterize the tumor immune microenvironment (TIME). Multispectral immunofluorescence (MIF) allows for comprehensive evaluation of tumor compartments, molecular co-expression, and immune cell spatial relationships. Here we implement MIF to define the myeloid, T cell, and natural killer (NK) cell compartments in an effort to guide rational design of immunotherapeutic strategies for chordoma. Methods Chordoma tumor tissue from 57 patients was evaluated using MIF. Three panels were validated to assess myeloid cell, T cell, and NK cell populations. Slides were stained using an automated system and HALO software objective analysis was utilized for quantitative immune cell density and spatial comparisons between tumor and stroma compartments. Results Chordoma TIME analysis revealed macrophage infiltration of the tumor parenchyma at a significantly higher density than stroma. In contrast, helper T cells, cytotoxic T cells, and T regulatory cells were significantly more abundant in stroma versus tumor. T cell compartment infiltration more commonly demonstrated a tumor parenchymal exclusion pattern, most markedly among cytotoxic T cells. NK cells were sparsely found within the chordoma TIME and few were in an activated state. No immune composition differences were seen in chordomas originating from diverse anatomic sites or between those resected at primary versus advanced disease stage. Conclusion This is the first comprehensive evaluation of the chordoma TIME including myeloid, T cell, and NK cell appraisal using MIF. Our findings demonstrate that myeloid cells significantly infiltrate chordoma tumor parenchyma while T cells tend to be tumor parenchymal excluded with high stromal infiltration. On average, myeloid cells are found nearer to target tumor cells than T cells, potentially resulting in restriction of T effector cell function. This study suggests that future immunotherapy combinations for chordoma should be aimed at decreasing myeloid cell suppressive function while enhancing cytotoxic T cell and NK cell killing.
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Affiliation(s)
- Diana C. Lopez
- Sinonasal and Skull Base Tumor Program, National Institute on Deafness and Other Communication Disorders, National Institutes of Health, Bethesda, MD, United States
- Cleveland Clinic Lerner College of Medicine, Cleveland Clinic, Cleveland, OH, United States
| | - Yvette L. Robbins
- Section on Translational Tumor Immunology, National Institute on Deafness and Other Communication Disorders, National Institutes of Health, Bethesda, MD, United States
| | - Joshua T. Kowalczyk
- Center for Immuno-Oncology, National Cancer Institute, Center for Cancer Research, National Institutes of Health (CCR, NIH), Bethesda, MD, United States
| | - Wiem Lassoued
- Center for Immuno-Oncology, National Cancer Institute, Center for Cancer Research, National Institutes of Health (CCR, NIH), Bethesda, MD, United States
| | - James L. Gulley
- Center for Immuno-Oncology, National Cancer Institute, Center for Cancer Research, National Institutes of Health (CCR, NIH), Bethesda, MD, United States
| | - Markku M. Miettinen
- Laboratory for Pathology, Center for Cancer Research, National Cancer Institute, Bethesda, MD, United States
| | - Gary L. Gallia
- Department of Otolaryngology-Head and Neck Surgery, Johns Hopkins University School of Medicine, Baltimore, MD, United States
- Department of Neurosurgery, Johns Hopkins University School of Medicine, Baltimore, MD, United States
| | - Clint T. Allen
- Section on Translational Tumor Immunology, National Institute on Deafness and Other Communication Disorders, National Institutes of Health, Bethesda, MD, United States
| | - James W. Hodge
- Center for Immuno-Oncology, National Cancer Institute, Center for Cancer Research, National Institutes of Health (CCR, NIH), Bethesda, MD, United States
| | - Nyall R. London
- Sinonasal and Skull Base Tumor Program, National Institute on Deafness and Other Communication Disorders, National Institutes of Health, Bethesda, MD, United States
- Department of Otolaryngology-Head and Neck Surgery, Johns Hopkins University School of Medicine, Baltimore, MD, United States
- Department of Neurosurgery, Johns Hopkins University School of Medicine, Baltimore, MD, United States
- *Correspondence: Nyall R. London Jr., ;
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14
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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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15
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Xiong Y, Li M, Shen Y, Ma T, Bai J, Zhang Y. PALB2 as a factor to predict the prognosis of patients with skull base chordoma. Front Oncol 2022; 12:996892. [PMID: 36158641 PMCID: PMC9493133 DOI: 10.3389/fonc.2022.996892] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/18/2022] [Accepted: 08/15/2022] [Indexed: 11/25/2022] Open
Abstract
Objective This study aimed to study the role of PALB2 on the prognosis of skull base chordoma patients and the proliferation, migration, and invasion of chordoma cells. Methods 187 patients with primary skull base chordoma were involved in the study. Immunohistochemical analysis was used to measure the PALB2 protein expression. Kaplan-Meier analysis, univariate and multivariate Cox analysis were used to evaluate the impact of PALB2 on patient prognosis. A nomogram was established for predicting the progression free survival of chordoma patients. Cell counting kit-8, colony formation, transwell migration, and invasion assays were used to assess the proliferation, migration, and invasion of chordoma cells with PALB2 knockdown. TIMER 2.0 was used to explore the expression and prognostic role of PALB2 in cancers. Results High PALB2 expression indicated an adverse prognosis in chordoma. A nomogram involved PALB2, degree of resection, pathology, and Al-mefty classification could accurately predict the progression free survival of chordoma patients. The proliferation, migration, and invasion of chordoma cells significantly decreased after PALB2 knockdown. Additionally, PALB2 showed high expression in various cancers and was associated with a poor prognosis. Conclusion In summary, our results reveal that high PALB2 expression indicates a poor prognosis of chordoma patients and promotes the malignant phenotypes of chordoma cells in vitro.
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Affiliation(s)
- Yujia Xiong
- Beijing Neurosurgical Institute, Capital Medical University, Beijing, China
| | - Mingxuan Li
- Beijing Neurosurgical Institute, Capital Medical University, Beijing, China
| | - Yutao Shen
- Beijing Neurosurgical Institute, Capital Medical University, Beijing, China
| | - Tianshun Ma
- Beijing Neurosurgical Institute, Capital Medical University, Beijing, China
| | - Jiwei Bai
- Department of Neurosurgery, Beijing Tiantan Hospital, Capital Medical University, Beijing, China
| | - Yazhuo Zhang
- Beijing Neurosurgical Institute, Capital Medical University, Beijing, 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
- *Correspondence: Yazhuo Zhang,
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Jabbar R, Jankowski J, Pawełczyk A, Szmyd B, Solek J, Pierzak O, Wojdyn M, Radek M. Cervical Paraspinal Chordoma: A Literature Review with a Novel Case Report. J Clin Med 2022; 11:jcm11144117. [PMID: 35887879 PMCID: PMC9325254 DOI: 10.3390/jcm11144117] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/13/2022] [Revised: 07/08/2022] [Accepted: 07/13/2022] [Indexed: 02/01/2023] Open
Abstract
Chordomas are rare malignant neoplasms, accounting for 1–4% of all primary bone tumors. Most spinal chordomas occur in the sacrococcygeal region and the base of the skull; however, 6% of chordomas are observed in the cervical spine. In these cases, the lesion is mainly located in the midline. These tumors slowly grow before becoming symptomatic and encase the surrounding vascular and nerve structures. Patients with advanced chordoma have a poor prognosis due to local recurrence with infiltration and destruction of adjacent bone and tissues. Systemic chemotherapy options have not been fully effective in these tumors, especially for recurrent chordomas. Thus, new combinations of currently available targeted molecular and biological therapies with radiotherapy have been proposed as potential treatment modalities. Here, the present paper describes the case of a 41-year-old male with a C2–C4 chordoma located paravertebrally, who underwent surgical resection with a debulking procedure for a cervical chordoma. Computed tomography angiography revealed a paraspinal mass with bone remodeling and the MRI showed a paravertebral mass penetrating to the spinal canal with a widening of the intervertebral C2–C3 foramen. Initially, the tumor was diagnosed as schwannoma based on its localization and imaging features; however, the histopathology specimen confirmed the diagnosis of chordoma. This case study highlights the effectivity of radical surgical resection as a mainstay treatment for chordomas, discusses neuroimaging, diagnosis, and the use of currently available targeted therapies and forthcoming treatment strategies, as alternative treatment options for chordoma.
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Affiliation(s)
- Redwan Jabbar
- Department of Neurosurgery, Spine and Peripheral Nerve Surgery, Medical University of Lodz, 90-549 Lodz, Poland; (R.J.); (J.J.); (A.P.); (B.S.); (O.P.); (M.W.)
| | - Jakub Jankowski
- Department of Neurosurgery, Spine and Peripheral Nerve Surgery, Medical University of Lodz, 90-549 Lodz, Poland; (R.J.); (J.J.); (A.P.); (B.S.); (O.P.); (M.W.)
| | - Agnieszka Pawełczyk
- Department of Neurosurgery, Spine and Peripheral Nerve Surgery, Medical University of Lodz, 90-549 Lodz, Poland; (R.J.); (J.J.); (A.P.); (B.S.); (O.P.); (M.W.)
| | - Bartosz Szmyd
- Department of Neurosurgery, Spine and Peripheral Nerve Surgery, Medical University of Lodz, 90-549 Lodz, Poland; (R.J.); (J.J.); (A.P.); (B.S.); (O.P.); (M.W.)
| | - Julia Solek
- Department of Pathology, Chair of Oncology, Medical University of Lodz, 92-213 Lodz, Poland;
| | - Olaf Pierzak
- Department of Neurosurgery, Spine and Peripheral Nerve Surgery, Medical University of Lodz, 90-549 Lodz, Poland; (R.J.); (J.J.); (A.P.); (B.S.); (O.P.); (M.W.)
| | - Maciej Wojdyn
- Department of Neurosurgery, Spine and Peripheral Nerve Surgery, Medical University of Lodz, 90-549 Lodz, Poland; (R.J.); (J.J.); (A.P.); (B.S.); (O.P.); (M.W.)
| | - Maciej Radek
- Department of Neurosurgery, Spine and Peripheral Nerve Surgery, Medical University of Lodz, 90-549 Lodz, Poland; (R.J.); (J.J.); (A.P.); (B.S.); (O.P.); (M.W.)
- Correspondence:
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Xia C, Huang W, Chen YL, Fu HB, Tang M, Zhang TL, Li J, Lv GH, Yan YG, Ouyang ZH, Yao N, Wang C, Zou MX. Coexpression of HHLA2 and PD-L1 on Tumor Cells Independently Predicts the Survival of Spinal Chordoma Patients. Front Immunol 2022; 12:797407. [PMID: 35145510 PMCID: PMC8824251 DOI: 10.3389/fimmu.2021.797407] [Citation(s) in RCA: 14] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/18/2021] [Accepted: 12/31/2021] [Indexed: 12/19/2022] Open
Abstract
Background Immunotherapy only achieves efficacy in some cancer patients, and less is known about other immune checkpoint molecules in chordoma. Here, we aimed to determine the expression of PD-L1, HHLA2, B7H3, IDO-1 and Galectin-9 in spinal chordoma and evaluated their association with tumor infiltrating lymphocytes (TILs), clinicopathological characteristics and survival of patients. Methods Using multiplexed quantitative immunofluorescence (QIF), we simultaneously measured the levels of five different immune checkpoint molecules and major TIL subsets in 92 human spinal chordoma samples. Results Tumor HHLA2 and PD-L1 were positive in 80.0% and 86.0% of cases, respectively. However, B7H3, IDO-1 and Galectin-9 positivity on tumor cells were only seen in 21.0% of cases, despite all showing predominantly stromal expression. Coexpression of these QIF markers in the tumor compartment was scarcely detected except for PD-L1 and HHLA2, which was observed in 69.6% of cases. While tumoral HHLA2 and stromal B7H3 expressions were associated with an aggressive tumor phenotype, suppressive immune response (specifically including elevated PD-1+ TILs level and decreased CD8+ TIL density) and poor prognosis, stromal levels of PD-L1 and Galectin-9 predicted the opposite outcomes. Importantly, HHLA2 and PD-L1 coexpression on tumor cells independently predicted both worse local recurrence-free survival and overall survival. Conclusion These data provide a better understanding of the immunosuppressive mechanism in chordoma and may be useful for the development of combination or novel immunotherapy approaches aiming to improve therapeutic efficacy and survival.
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Affiliation(s)
- Chao Xia
- The First Affiliated Hospital, Health Management Center, Hengyang Medical School, University of South China, Hengyang, China.,Department of Spine Surgery, The First Affiliated Hospital, Hengyang Medical School, University of South China, Hengyang, China
| | - Wei Huang
- The First Affiliated Hospital, Health Management Center, Hengyang Medical School, University of South China, Hengyang, China
| | - Yun-Liang Chen
- Shenzhen Audaque Data Technology Co., Ltd., Shenzhen, China
| | - Hai-Bin Fu
- Department of Spine Surgery, The First Affiliated Hospital, Hengyang Medical School, University of South China, Hengyang, China
| | - Ming Tang
- Department of Spine Surgery, The First Affiliated Hospital, Hengyang Medical School, University of South China, Hengyang, China
| | - Tao-Lan Zhang
- Department of Spine Surgery, The First Affiliated Hospital, Hengyang Medical School, University of South China, Hengyang, China
| | - Jing Li
- 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
| | - Yi-Guo Yan
- Department of Spine Surgery, The First Affiliated Hospital, Hengyang Medical School, University of South China, Hengyang, China
| | - Zhi-Hua Ouyang
- Department of Spine Surgery, The First Affiliated Hospital, Hengyang Medical School, University of South China, Hengyang, China
| | - Nvzhao Yao
- Department of Spine Surgery, The First Affiliated Hospital, Hengyang Medical School, University of South China, Hengyang, China
| | - Cheng Wang
- Department of Spine Surgery, The First Affiliated Hospital, Hengyang Medical School, University of South China, Hengyang, China
| | - Ming-Xiang Zou
- Department of Spine Surgery, The First Affiliated Hospital, Hengyang Medical School, University of South China, Hengyang, China
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Passeri T, di Russo P, Giammattei L, Froelich S. In Reply: Tumor Growth Rate as a New Predictor of Progression-Free Survival After Chordoma Surgery. Neurosurgery 2022; 90:e20. [PMID: 34982892 DOI: 10.1227/neu.0000000000001767] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/10/2021] [Accepted: 09/18/2021] [Indexed: 11/19/2022] Open
Affiliation(s)
- Thibault Passeri
- Department of Neurosurgery , Lariboisière Hospital, Assistance Publique - Hôpitaux de Paris , University of Paris, Paris , France
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Liu FS, Zheng BW, Zhang TL, Li J, Lv GH, Yan YG, Huang W, Zou MX. Clinicopathological and Prognostic Characteristics in Dedifferentiated/Poorly Differentiated Chordomas: A Pooled Analysis of Individual Patient Data From 58 Studies and Comparison With Conventional Chordomas. Front Oncol 2021; 11:686565. [PMID: 34490087 PMCID: PMC8418060 DOI: 10.3389/fonc.2021.686565] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/27/2021] [Accepted: 07/27/2021] [Indexed: 12/17/2022] Open
Abstract
Background Currently, the clinicopathological and prognostic characteristics of dedifferentiated chordoma (DC) and poorly differentiated chordoma (PDC) remain poorly understood. In this study, we sought to characterize clinicopathological parameters in a large PDC/DC cohort and determine their correlations with progression-free survival (PFS) and overall survival (OS) of patients. We also attempted to compare clinical features between PDC/DC and conventional chordoma (CC). Methods Literature searches (from inception to June 01, 2020) using Medline, Embase, Google Scholar and Wanfang databases were conducted to identify eligible studies according to predefined criteria. The local database at our center was also retrospectively reviewed to include CC patients for comparative analysis. Results Fifty-eight studies from the literature and 90 CC patients from our local institute were identified; in total, 54 PDC patients and 96 DC patients were analyzed. Overall, PDC or DC had distinct characteristics from CC, while PDC and DC shared similar clinical features. Adjuvant radiotherapy and chemotherapy were associated with both PFS and OS in PDC patients in the univariate and/or multivariate analyses. In the DC cohort, tumor resection type, adjuvant chemotherapy and tumor dedifferentiation components significantly affected PFS, whereas none of them were predictive of outcome in the multivariate analysis. By analyzing OS, we found that surgery, resection type and the time to dedifferentiation predicted the survival of DC patients; however, only surgery remained significant after adjusting for other covariables. Conclusions These data may offer useful information to better understand the clinical characteristics of PDC/DC and may be helpful in improving the outcome prediction of patients.
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Affiliation(s)
- Fu-Sheng Liu
- Health Management Center, The First Affiliated Hospital, University of South China, Hengyang, China.,Department of Spine Surgery, The Second Xiangya Hospital, Central South University, Changsha, China
| | - Bo-Wen Zheng
- Health Management Center, The First Affiliated Hospital, University of South China, Hengyang, China.,Department of Spine Surgery, The Second Xiangya Hospital, Central South University, Changsha, China
| | - Tao-Lan Zhang
- Department of Radiation Oncology, Indiana University School of Medicine, IU Simon Comprehensive Cancer Center, Indianapolis, IN, United States
| | - Jing Li
- 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
| | - Yi-Guo Yan
- Department of Spine Surgery, The First Affiliated Hospital, University of South China, Hengyang, China
| | - Wei Huang
- Health Management Center, The First Affiliated Hospital, University of South China, Hengyang, China
| | - Ming-Xiang Zou
- Department of Spine Surgery, The First Affiliated Hospital, University of South China, Hengyang, China
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20
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Abstract
CONTEXT.— Chordomas are uncommon malignant neoplasms with notochordal differentiation encountered by neuropathologists, bone/soft tissue pathologists, and general surgical pathologists. These lesions most commonly arise in the axial skeleton. Optimal therapy typically involves complete surgical resection, which is often technically difficult owing to the anatomic location, leading to a high rate of recurrence. Lesions have been generally resistant to radiation and chemotherapy; however, experimental studies involving targeted therapy and immunotherapy are currently underway. OBJECTIVE.— To summarize the clinical and pathologic findings of the various types of chordoma (conventional chordoma, dedifferentiated chordoma, and poorly differentiated chordoma), the differential diagnosis, and recent advances in molecular pathogenesis and therapeutic modalities that are reliant on accurate diagnosis. DATA SOURCES.— Literature review based on PubMed searches containing the term "chordoma" that address novel targeted and immunomodulatory therapeutic modalities; ongoing clinical trials involved in treating chordoma with novel therapeutic modalities identified through the Chordoma Foundation and ClinicalTrials.gov; and the authors' practice experience combined with various authoritative texts concerning the subject. CONCLUSIONS.— Chordoma is a clinically and histologically unique malignant neoplasm, and numerous diagnostic considerations must be excluded to establish the correct diagnosis. Treatment options have largely been centered on surgical excision with marginal results; however, novel therapeutic options including targeted therapy and immunotherapy are promising means to improve prognosis.
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Affiliation(s)
- Veronica Ulici
- From the Department of Pathology and Laboratory Medicine, Rhode Island Hospital, The Warren Alpert School of Medicine, Brown University, Providence, Rhode Island
| | - Jesse Hart
- From the Department of Pathology and Laboratory Medicine, Rhode Island Hospital, The Warren Alpert School of Medicine, Brown University, Providence, Rhode Island
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21
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Traylor JI, Pernik MN, Plitt AR, Lim M, Garzon-Muvdi T. Immunotherapy for Chordoma and Chondrosarcoma: Current Evidence. Cancers (Basel) 2021; 13:2408. [PMID: 34067530 PMCID: PMC8156915 DOI: 10.3390/cancers13102408] [Citation(s) in RCA: 21] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/07/2021] [Revised: 05/10/2021] [Accepted: 05/12/2021] [Indexed: 12/21/2022] Open
Abstract
Chordomas and chondrosarcomas are rare but devastating neoplasms that are characterized by chemoradiation resistance. For both tumors, surgical resection is the cornerstone of management. Immunotherapy agents are increasingly improving outcomes in multiple cancer subtypes and are being explored in chordoma and chondrosarcoma alike. In chordoma, brachyury has been identified as a prominent biomarker and potential molecular immunotherapy target as well as PD-1 inhibition. While studies on immunotherapy in chondrosarcoma are sparse, there is emerging evidence and ongoing clinical trials for PD-1 as well as IDH inhibitors. This review highlights potential biomarkers and targets for immunotherapy in chordoma and chondrosarcoma, as well as current clinical evidence and ongoing trials.
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Affiliation(s)
- Jeffrey I. Traylor
- Department of Neurological Surgery, The University of Texas Southwestern Medical Center, Dallas, TX 75235, USA; (J.I.T.); (M.N.P.); (A.R.P.)
| | - Mark N. Pernik
- Department of Neurological Surgery, The University of Texas Southwestern Medical Center, Dallas, TX 75235, USA; (J.I.T.); (M.N.P.); (A.R.P.)
| | - Aaron R. Plitt
- Department of Neurological Surgery, The University of Texas Southwestern Medical Center, Dallas, TX 75235, USA; (J.I.T.); (M.N.P.); (A.R.P.)
| | - Michael Lim
- Department of Neurosurgery, Stanford University Medical Center, Stanford, CA 94305, USA;
| | - Tomas Garzon-Muvdi
- Department of Neurological Surgery, The University of Texas Southwestern Medical Center, Dallas, TX 75235, USA; (J.I.T.); (M.N.P.); (A.R.P.)
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22
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Barber SM, Sadrameli SS, Lee JJ, Fridley JS, Teh BS, Oyelese AA, Telfeian AE, Gokaslan ZL. Chordoma-Current Understanding and Modern Treatment Paradigms. J Clin Med 2021; 10:jcm10051054. [PMID: 33806339 PMCID: PMC7961966 DOI: 10.3390/jcm10051054] [Citation(s) in RCA: 41] [Impact Index Per Article: 13.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/14/2021] [Revised: 01/29/2021] [Accepted: 01/31/2021] [Indexed: 12/23/2022] Open
Abstract
Chordoma is a low-grade notochordal tumor of the skull base, mobile spine and sacrum which behaves malignantly and confers a poor prognosis despite indolent growth patterns. These tumors often present late in the disease course, tend to encapsulate adjacent neurovascular anatomy, seed resection cavities, recur locally and respond poorly to radiotherapy and conventional chemotherapy, all of which make chordomas challenging to treat. Extent of surgical resection and adequacy of surgical margins are the most important prognostic factors and thus patients with chordoma should be cared for by a highly experienced, multi-disciplinary surgical team in a quaternary center. Ongoing research into the molecular pathophysiology of chordoma has led to the discovery of several pathways that may serve as potential targets for molecular therapy, including a multitude of receptor tyrosine kinases (e.g., platelet-derived growth factor receptor [PDGFR], epidermal growth factor receptor [EGFR]), downstream cascades (e.g., phosphoinositide 3-kinase [PI3K]/protein kinase B [Akt]/mechanistic target of rapamycin [mTOR]), brachyury—a transcription factor expressed ubiquitously in chordoma but not in other tissues—and the fibroblast growth factor [FGF]/mitogen-activated protein kinase kinase [MEK]/extracellular signal-regulated kinase [ERK] pathway. In this review article, the pathophysiology, diagnosis and modern treatment paradigms of chordoma will be discussed with an emphasis on the ongoing research and advances in the field that may lead to improved outcomes for patients with this challenging disease.
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Affiliation(s)
- Sean M. Barber
- Department of Neurosurgery, Houston Methodist Neurological Institute, Houston Methodist Hospital, Houston, TX 77030, USA; (S.M.B.); (S.S.S.); (J.J.L.)
| | - Saeed S. Sadrameli
- Department of Neurosurgery, Houston Methodist Neurological Institute, Houston Methodist Hospital, Houston, TX 77030, USA; (S.M.B.); (S.S.S.); (J.J.L.)
| | - Jonathan J. Lee
- Department of Neurosurgery, Houston Methodist Neurological Institute, Houston Methodist Hospital, Houston, TX 77030, USA; (S.M.B.); (S.S.S.); (J.J.L.)
| | - Jared S. Fridley
- Department of Neurosurgery, Rhode Island Hospital, The Warren Alpert Medical School at Brown University, Providence, RI 02903, USA; (J.S.F.); (A.A.O.); (A.E.T.)
| | - Bin S. Teh
- Department of Radiation Oncology, Houston Methodist Neurological Institute, Houston Methodist Hospital, Houston, TX 77030, USA;
| | - Adetokunbo A. Oyelese
- Department of Neurosurgery, Rhode Island Hospital, The Warren Alpert Medical School at Brown University, Providence, RI 02903, USA; (J.S.F.); (A.A.O.); (A.E.T.)
| | - Albert E. Telfeian
- Department of Neurosurgery, Rhode Island Hospital, The Warren Alpert Medical School at Brown University, Providence, RI 02903, USA; (J.S.F.); (A.A.O.); (A.E.T.)
| | - Ziya L. Gokaslan
- Department of Neurosurgery, Rhode Island Hospital, The Warren Alpert Medical School at Brown University, Providence, RI 02903, USA; (J.S.F.); (A.A.O.); (A.E.T.)
- Correspondence: ; Tel.: +1-(401)-793-9132
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23
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Li M, Bai J, Wang S, Zhai Y, Zhang S, Li C, Du J, Zhang Y. Clinical Implication of Systemic Immune-Inflammation Index and Prognostic Nutritional Index in Skull Base Chordoma Patients. Front Oncol 2021; 11:548325. [PMID: 33718126 PMCID: PMC7947628 DOI: 10.3389/fonc.2021.548325] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/02/2020] [Accepted: 02/04/2021] [Indexed: 12/17/2022] Open
Abstract
Inflammation associated markers and nutritional indexes are associated with survival, and act as novel prognostic grading systems in patients with cancer, though the role of these markers in chordoma remains unclear. The current study aimed to characterize systemic immune-inflammation index (SII) and prognostic nutritional index (PNI), and their relationship with clinicopathological data and survival in skull base chordoma. Our retrospective study enrolled 183 patients with primary skull base chordoma who received surgical treatment. Clinicopathological data and preoperative blood tests including neutrophil, lymphocyte, platelet counts and albumin level were collected from medical records. Neutrophil lymphocyte ratio (NLR), platelet lymphocyte ratio (PLR), SII, PNI were calculated and the optimal cut-off values of these markers were used for further survival analysis via Kaplan–Meier survival analysis and Cox proportional hazards regression analysis. The value of NLR, PLR, SII, and PNI in skull base chordoma ranged from 0.44–6.48, 45.36–273.94, 113.37–1761.45, and 43.40–70.65, respectively. PNI was significantly correlated with patients' sex (p = 0.005) and age (p = 0.037). SII was positively correlated with NLR and PLR, but negatively correlated with PNI. The median overall survival (OS) time was 74.0 months and Kaplan–Meier survival analysis indicated that all four indexes were associated with OS. Multivariable Cox proportional hazards regression analysis identified that high SII was an independent prognostic factor for poor OS. More importantly, patients with high SII and PNI had the worst outcomes and combined use of SII and PNI increased the predictive ability for patients' survival in skull base chordoma. Our results suggest SII and PNI may be effective prognostic indicators of OS for patients with primary skull base chordoma after surgical resection.
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Affiliation(s)
- Mingxuan Li
- Beijing Neurosurgical Institute, Capital Medical University, Beijing, China
| | - Jiwei Bai
- Department of Neurosurgery, Beijing Tiantan Hospital, Capital Medical University, Beijing, China
| | - Shuai Wang
- Beijing Neurosurgical Institute, Capital Medical University, Beijing, China
| | - Yixuan Zhai
- Department of Neurosurgery, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, China
| | - Shuheng Zhang
- Beijing Neurosurgical Institute, Capital Medical University, Beijing, China
| | - Chuzhong Li
- Beijing Neurosurgical Institute, Capital Medical University, Beijing, China
| | - Jiang Du
- Department of Neuropathology, Beijing Neurosurgical Institute, Capital Medical University, Beijing, China
| | - Yazhuo Zhang
- Beijing Neurosurgical Institute, Capital Medical University, Beijing, 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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24
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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: 0.8] [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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25
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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: 1.8] [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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26
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Connors SW, Aoun SG, Shi C, Peinado-Reyes V, Hall K, Bagley CA. Recent advances in understanding and managing chordomas: an update. F1000Res 2020; 9. [PMID: 32724558 PMCID: PMC7366033 DOI: 10.12688/f1000research.22440.1] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 07/07/2020] [Indexed: 12/20/2022] Open
Abstract
Chordomas are rare and difficult-to-treat tumors arising from the embryonic notochord. While surgery is the mainstay of treatment, and despite new techniques aimed at maximizing total tumoral resection, recurrence remains high and the probability of disease-free survival low. New breakthroughs in genetics, targeted molecular therapy, and heavy-particle beam therapy offer some promise as adjuvant treatments in addition to surgical resection. A multidisciplinary approach encompassing genetics, immunotherapy, radiation therapy, and surgery, at a facility experienced in the management of this complex disease, offers the best chance of survival and quality of life to patients while limiting the intrinsic morbidity of these treatments.
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Affiliation(s)
- Scott W Connors
- Department of Neurological Surgery, University of Texas Southwestern School of Medicine, Dallas, TX, USA
| | - Salah G Aoun
- Department of Neurological Surgery, University of Texas Southwestern School of Medicine, Dallas, TX, USA.,UT Southwestern Spine Center, University of Texas Southwestern School of Medicine, Dallas, TX, USA
| | - Chen Shi
- Department of Neurological Surgery, University of Texas Southwestern School of Medicine, Dallas, TX, USA
| | - Valery Peinado-Reyes
- Department of Neurological Surgery, University of Texas Southwestern School of Medicine, Dallas, TX, USA.,UT Southwestern Spine Center, University of Texas Southwestern School of Medicine, Dallas, TX, USA
| | - Kristen Hall
- Department of Neurological Surgery, University of Texas Southwestern School of Medicine, Dallas, TX, USA.,UT Southwestern Spine Center, University of Texas Southwestern School of Medicine, Dallas, TX, USA
| | - Carlos A Bagley
- Department of Neurological Surgery, University of Texas Southwestern School of Medicine, Dallas, TX, USA.,UT Southwestern Spine Center, University of Texas Southwestern School of Medicine, Dallas, TX, USA.,Department of Orthopedic Surgery, University of Texas Southwestern School of Medicine, Dallas, TX, USA
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27
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Chordomas: A review with emphasis on their pathophysiology, pathology, molecular biology, and genetics. Pathol Res Pract 2020; 216:153089. [PMID: 32825957 DOI: 10.1016/j.prp.2020.153089] [Citation(s) in RCA: 17] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/09/2020] [Revised: 06/24/2020] [Accepted: 06/26/2020] [Indexed: 12/21/2022]
Abstract
Chordomas are uncommon, bone, axial, or (rarely) extra-axial tumors that are malignant and frequently recur but less commonly metastasize. They usually affect adults, with a very small proportion being pediatric tumors. For children, such tumors present a different biology, since they are more common as scull rather than sacral tumors, with aggressive histological features, including a loss of SMARCB1/INI1 and a dismal prognosis. Histologically, chordomas, believed to derive from notochordal tissue, characteristically show physaliphorous cells in a myxoid or chondroid matrix. Dedifferentiated and poorly differentiated forms can be observed. Moreover, a grading scale for chordomas has been proposed. Cytokeratin, EMA, S100, and brachyury are expressed by most chordomas. These are chemo-resistant tumors, for which surgical resection and/or radiotherapy are the treatments of choice. In this review, the histological, immunohistochemical, molecular, and clinical data of chordomas are discussed.
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28
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Zou MX, Zheng BW, Liu FS, Wang XB, Hu JR, Huang W, Dai ZH, Zhang QS, Liu FB, Zhong H, Jiang Y, She XL, Li XB, Lv GH, Li J. The Relationship Between Tumor-Stroma Ratio, the Immune Microenvironment, and Survival in Patients With Spinal Chordoma. Neurosurgery 2020; 85:E1095-E1110. [PMID: 31501892 DOI: 10.1093/neuros/nyz333] [Citation(s) in RCA: 27] [Impact Index Per Article: 6.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/22/2018] [Accepted: 05/23/2019] [Indexed: 12/19/2022] Open
Abstract
BACKGROUND Currently, little is known about the clinical relevance of tumor-stroma ratio (TSR) in chordoma and data discussing the relationship between TSR and immune status of chordoma are lacking. OBJECTIVE To characterize TSR distribution in spinal chordoma, and investigated its correlation with clinicopathologic or immunological features of patients and outcome. METHODS TSR was assessed visually on hematoxylin and eosin-stained sections from 54 tumor specimens by 2 independent pathologists. Multiplex immunofluorescence was used to quantify the expression levels of microvessel density, Ki-67, Brachyury, and tumor as well as stromal PD-L1. Tumor immunity status including the Immunoscore and densities of tumor-infiltrating lymphocytes (TILs) subtypes were obtained from our published data and reanalyzed. RESULTS Bland-Altman plot showed no difference between mean TSR derived from the two observers. TSR was positively associated with stromal PD-L1 expression, the Immunoscore and CD3+ as well as CD4+ TILs density, but negatively correlated with tumor microvessel density, Ki-67 index, surrounding muscle invasion by tumor and number of Foxp3+ and PD-1+ TILs. Low TSR independently predicted poor local recurrence-free survival and overall survival. Moreover, patients with low TSR and low Immunoscore chordoma phenotype were associated with the worst survival. More importantly, combined TSR and Immunoscore accurately reflected prognosis and enhanced the ability of TSR or Immunoscore alone for outcome prediction. CONCLUSION These data reveal the significant impact of TSR on tumor progression and immunological response of patients. Subsequent use of agents targeting the stroma compartment may be an effective strategy to treat chordoma especially in combination with immune-based drugs.
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Affiliation(s)
- Ming-Xiang Zou
- Department of Spine Surgery, The Second Xiangya Hospital, Central South, University, Changsha, China
| | - Bo-Wen Zheng
- Department of Spine Surgery, The Second Xiangya Hospital, Central South, University, Changsha, China
| | - Fu-Sheng Liu
- Department of Spine Surgery, The Second Xiangya Hospital, Central South, University, Changsha, China
| | - Xiao-Bin Wang
- Department of Spine Surgery, The Second Xiangya Hospital, Central South, University, Changsha, China
| | - Jia-Rui Hu
- Department of Spine Surgery, The Second Xiangya Hospital, Central South, University, Changsha, China
| | - Wei Huang
- Institute of Precision Medicine, Xiangya Hospital, Central South University, Changsha, China
| | - Zhe-Hao Dai
- Department of Spine Surgery, The Second Xiangya Hospital, Central South, University, Changsha, China
| | - Qian-Shi Zhang
- Department of Spine Surgery, The Second Xiangya Hospital, Central South, University, Changsha, China
| | - Fu-Bing Liu
- Department of Spine Surgery, The Second Xiangya Hospital, Central South, University, Changsha, China
| | - Hua Zhong
- Department of Orthopedics Surgery, Central Hospital of Yi Yang, Yiyang, China
| | - Yi Jiang
- Department of Pathology, The Second Xiangya Hospital, Central South, University, Changsha, China
| | - Xiao-Ling She
- Department of Pathology, The Second Xiangya Hospital, Central South, University, Changsha, China
| | - Xiao-Bing Li
- 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
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29
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Lv GH, Zou MX, Liu FS, Zhang Y, Huang W, Ye A, Zhang QS, Wang XB, Li J, Jiang Y, She XL. Clinicopathological and Prognostic Characteristics in Extra-Axial Chordomas: An Integrative Analysis of 86 Cases and Comparison With Axial Chordomas. Neurosurgery 2020; 85:E527-E542. [PMID: 30892619 DOI: 10.1093/neuros/nyz073] [Citation(s) in RCA: 12] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/15/2018] [Accepted: 02/14/2019] [Indexed: 02/03/2023] Open
Abstract
BACKGROUND Currently, clinical characteristics and prognostic factors of extra-axial chordoma (EAC) remain poorly understood. OBJECTIVE To characterize clinicopathological characteristics in a large EAC cohort and investigate their correlation with survival. We also attempted to compare these outcomes with axial chordoma (AC). METHODS Medline and Embase searches (from inception to February 28, 2018) were conducted to identify eligible studies as per predefined criteria. The local database at our center was also retrospectively reviewed to include additional patients. RESULTS Forty-three studies from the literature and 86 patients from our local institute were identified, resulting in a total of 86 EAC patients and 75 AC patients for analysis. Overall, EAC had similar characteristics to AC, except for having higher CAM5.2 expression, common lobular growth pattern, and better prognosis. Whereas wide surgical resection was consistently associated with favorable survival in both EAC and AC cohorts on univariate analyses, most parameters showed differential prognostic implications between the 2 groups. Significant prognostic factors for local recurrence-free survival on multivariate analysis included type of surgery in both cohorts and tumor Brachyury expression and adjuvant radiotherapy in AC cohort. Multivariate analysis of overall survival demonstrated that type of surgery, tumor Brachyury expression, and duration of symptoms were significant predictors in the AC cohort, whereas none of the analyzed parameters were predictive of overall survival for the EAC group. CONCLUSION These data suggest potentially distinct biological behaviors between EAC and AC and may provide useful information to better understand the prognostic characteristics and improve the outcome prediction of EAC patients.
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Affiliation(s)
- Guo-Hua Lv
- Department of Spine Surgery, The Second Xiangya Hospital, Central South University, Changsha, China
| | - Ming-Xiang Zou
- Department of Spine Surgery, The Second Xiangya Hospital, Central South University, Changsha, China
| | - Fu-Sheng Liu
- Department of Spine Surgery, The Second Xiangya Hospital, Central South University, Changsha, China
| | - Yi Zhang
- Department of Spine Surgery, The Second Xiangya Hospital, Central South University, Changsha, China
| | - Wei Huang
- Institute of Precision Medicine, Xiangya Hospital, Central South University, Changsha, China
| | - An Ye
- Department of Spine Surgery, The Second Xiangya Hospital, Central South University, Changsha, China
| | - Qian-Shi Zhang
- Department of Spine Surgery, The Second Xiangya Hospital, Central South University, Changsha, China
| | - Xiao-Bin Wang
- 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
| | - Yi Jiang
- Department of Pathology, The Second Xiangya Hospital, Central South University, Changsha, China
| | - Xiao-Ling She
- Department of Pathology, The Second Xiangya Hospital, Central South University, Changsha, China
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Zou MX, Lv GH, Wang XB, Huang W, Li J, Jiang Y, She XL. Clinical Impact of the Immune Microenvironment in Spinal Chordoma: Immunoscore as an Independent Favorable Prognostic Factor. Neurosurgery 2020; 84:E318-E333. [PMID: 30032257 DOI: 10.1093/neuros/nyy274] [Citation(s) in RCA: 20] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/21/2017] [Accepted: 05/27/2018] [Indexed: 11/13/2022] Open
Abstract
BACKGROUND Currently, clinical implications of immune system cells in chordoma remain to be elucidated. OBJECTIVE To characterize in situ immune cell infiltrates, the Immunoscore, and investigate their correlation with clinicopathologic data of spinal chordoma patients and outcome. METHODS Tumor-infiltrating lymphocytes (TILs) subtypes were assessed in 54 tumor specimens using immunohistochemistry for CD3, CD4, CD8, CD20, Foxp3, PD-1, and PD-L1. RESULTS Overall, immune cell infiltrates were present in all samples and there was low or moderate correlation among several TILs subsets. PD-1+ TILs density, CD3+, and CD8+ TILs densities in the tumor interior (TI) subarea were associated with surrounding muscle invasion by tumor, whereas PD-L1+ TILs showed inverse association with tumor pathological grade and stage. The density of PD-1+ TILs, PD-L1+ TILs, CD4+ TILs, and CD3+ TILs both in the TI and combined tumor regions (TI and invasion margin) were significantly associated with local recurrence-free survival and overall survival (OS). However, Foxp3+ TILs (P = .024) and CD8+ TILs evaluated in the TI (P < .001) only correlated with OS. The Immunoscore predicted less aggressive clinical features and favorable outcomes. Patients with an Immunoscore of 4 had a median OS of 128 mo, while I0 (Immunoscore of 0) patients survived only 27 mo. Multivariate analysis demonstrated that the Immunoscore was an independent favorable prognostic factor of both local recurrence-free survival (P = .026) and OS (P = .046). CONCLUSION Our data suggest a clinically relevant role of the immune microenvironment in spinal chordoma and identify the Immunoscore as promising prognostic marker.
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Affiliation(s)
- Ming-Xiang Zou
- 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
| | - Xiao-Bin Wang
- Department of Spine Surgery, The Second Xiangya Hospital, Central South University, Changsha, China
| | - Wei Huang
- Institute of Precision Medicine, Xiangya Hospital, Central South University, Changsha, China
| | - Jing Li
- Department of Spine Surgery, The Second Xiangya Hospital, Central South University, Changsha, China
| | - Yi Jiang
- Department of Pathology, The Second Xiangya Hospital, Central South University, Changsha, China
| | - Xiao-Ling She
- Department of Pathology, The Second Xiangya Hospital, Central South University, Changsha, China
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Zou M, Pan Y, Huang W, Zhang T, Escobar D, Wang X, Jiang Y, She X, Lv G, Li J. A four-factor immune risk score signature predicts the clinical outcome of patients with spinal chordoma. Clin Transl Med 2020; 10:224-237. [PMID: 32508056 PMCID: PMC7240847 DOI: 10.1002/ctm2.4] [Citation(s) in RCA: 14] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/26/2020] [Revised: 02/27/2020] [Accepted: 02/27/2020] [Indexed: 12/12/2022] Open
Abstract
BACKGROUND Currently, the measurement of immune cells in previous studies is usually subjective, and no immune-based prognostic model has been established for chordoma. In this study, we sought to simultaneously measure tumor-infiltrating lymphocyte (TIL) subtypes in chordoma samples using an objective method and develop an immune risk score (IRS) model for survival prediction. METHODS Multiplexed quantitative immunofluorescence staining was used to determine the TIL levels in the tumoral and stromal subareas of 114 spinal chordoma specimens (54 in the training and 60 in the validation cohort) for programmed death-1 (PD-1), CD3, CD8, CD20 (where CD is cluster of differentiation), and FOXP3. Flow cytometry was performed to validate the immunofluorescence assay for lymphocyte measurement on an additional five fresh chordoma specimens. Subsequently, the IRS model was built using the least absolute shrinkage and selection operator (LASSO) Cox regression method. RESULTS Flow cytometry and quantitative immunofluorescence showed similar lymphocytic percentages and TIL subpopulation proportions in the fresh tumor specimens. With the training data, the LASSO model identified four immune features for IRS construction: tumoral FOXP3, tumoral PD-1, stromal FOXP3, and stromal CD8. In both cohorts, a high IRS was significantly associated with tumoral programmed cell death-1 ligand 1 expression, Enneking inappropriate tumor resection, and surrounding muscle invasion by tumor. Multivariate Cox regression and stratified analysis in the two cohorts revealed that the IRS was an independent predictor and could effectively separate patients with similar Enneking staging into different risk subgroups, with significantly different survival rates. Further receiver operating characteristic analysis found that the IRS classifier had a better prognostic value than the traditional clinicopathological factors and compensated for the deficiency of Enneking staging for outcome prediction. More importantly, a nomogram based on the IRS and clinical predictors showed adequate performance in estimating disease recurrence and survival of patients. CONCLUSIONS These data support the use of the IRS signature as a reliable prognostic tool in spinal chordoma and may facilitate individualized therapy decision making for patients.
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Affiliation(s)
- Ming‐Xiang Zou
- Department of Spine SurgeryThe First Affiliated HospitalUniversity of South ChinaHengyangChina
- Department of Spine SurgeryThe Second Xiangya HospitalCentral South UniversityChangshaChina
| | - Yue Pan
- Department of Spine SurgeryThe Second Xiangya HospitalCentral South UniversityChangshaChina
| | - Wei Huang
- Institute of Precision MedicineXiangya HospitalCentral South UniversityChangshaChina
| | - Tao‐Lan Zhang
- Department of Cancer BiologyCollege of Medicine & Life SciencesUniversity of ToledoToledoOhio
| | - David Escobar
- Department of Cancer BiologyCollege of Medicine & Life SciencesUniversity of ToledoToledoOhio
| | - Xiao‐Bin Wang
- Department of Spine SurgeryThe Second Xiangya HospitalCentral South UniversityChangshaChina
| | - Yi Jiang
- Department of PathologyThe Second Xiangya HospitalCentral South UniversityChangshaChina
| | - Xiao‐Ling She
- Department of PathologyThe Second Xiangya HospitalCentral South UniversityChangshaChina
| | - Guo‐Hua Lv
- Department of Spine SurgeryThe Second Xiangya HospitalCentral South UniversityChangshaChina
| | - Jing Li
- Department of Spine SurgeryThe Second Xiangya HospitalCentral South UniversityChangshaChina
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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: 0.8] [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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Zou Y, Neale N, Sun J, Yang M, Bai HX, Tang L, Zhang Z, Landi A, Wang Y, Huang RY, Zhang PJ, Li X, Xiao B, Yang L. Prognostic Factors in Clival Chordomas: An Integrated Analysis of 347 Patients. World Neurosurg 2018; 118:e375-e387. [DOI: 10.1016/j.wneu.2018.06.194] [Citation(s) in RCA: 15] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/24/2017] [Revised: 06/21/2018] [Accepted: 06/22/2018] [Indexed: 12/11/2022]
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Wei W, Wang K, Tian K, Liu Z, Wang L, Zhang J, Tang Z, Wang S, Dong D, Zang Y, Gao Y, Wu Z, Tian J. A Novel MRI-Based Radiomics Model for Predicting Recurrence in Chordoma. ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY. IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY. ANNUAL INTERNATIONAL CONFERENCE 2018; 2018:139-142. [PMID: 30440358 DOI: 10.1109/embc.2018.8512207] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/09/2023]
Abstract
Chordoma is a rare primary malignant tumor. For evaluating the related factors of postoperative recurrence probability of chordoma before surgery, we retrospective collected 80 patients to analyze by using a novel radiomics method. A total of 620 3D imaging features used for radiomics analysis were extracted, and 5 features were selected from T2-weighted (T2-w) magnetic resonance imaging (MRI) that were most strongly associated with 4-year recurrence probability to build a radiomics signature. Verification by logistic regression classification model, the area under the receiver operating characteristic curve and accuracy was 0.8600 (95% CI: 0.7226-0.9824) and 85.00% in the training cohort, respectively, while in the validation cohort was 0.8568 (95% CI: 0.7327-0.9758) and 85.00%. Experimental results show that T2-w MRI-based radiomics signature is closely associated with the recurrence of chordoma. It is possible to prejudge the recurrence of chordoma before surgery.
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