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Janitri V, ArulJothi KN, Ravi Mythili VM, Singh SK, Prasher P, Gupta G, Dua K, Hanumanthappa R, Karthikeyan K, Anand K. The roles of patient-derived xenograft models and artificial intelligence toward precision medicine. MedComm (Beijing) 2024; 5:e745. [PMID: 39329017 PMCID: PMC11424683 DOI: 10.1002/mco2.745] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/04/2024] [Revised: 08/22/2024] [Accepted: 08/22/2024] [Indexed: 09/28/2024] Open
Abstract
Patient-derived xenografts (PDX) involve transplanting patient cells or tissues into immunodeficient mice, offering superior disease models compared with cell line xenografts and genetically engineered mice. In contrast to traditional cell-line xenografts and genetically engineered mice, PDX models harbor the molecular and biologic features from the original patient tumor and are generationally stable. This high fidelity makes PDX models particularly suitable for preclinical and coclinical drug testing, therefore better predicting therapeutic efficacy. Although PDX models are becoming more useful, the several factors influencing their reliability and predictive power are not well understood. Several existing studies have looked into the possibility that PDX models could be important in enhancing our knowledge with regard to tumor genetics, biomarker discovery, and personalized medicine; however, a number of problems still need to be addressed, such as the high cost and time-consuming processes involved, together with the variability in tumor take rates. This review addresses these gaps by detailing the methodologies to generate PDX models, their application in cancer research, and their advantages over other models. Further, it elaborates on how artificial intelligence and machine learning were incorporated into PDX studies to fast-track therapeutic evaluation. This review is an overview of the progress that has been done so far in using PDX models for cancer research and shows their potential to be further improved in improving our understanding of oncogenesis.
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Affiliation(s)
| | - Kandasamy Nagarajan ArulJothi
- Department of Genetic Engineering, College of Engineering and TechnologySRM Institute of Science and TechnologyChengalpattuTamil NaduIndia
| | - Vijay Murali Ravi Mythili
- Department of Genetic Engineering, College of Engineering and TechnologySRM Institute of Science and TechnologyChengalpattuTamil NaduIndia
| | - Sachin Kumar Singh
- School of Pharmaceutical SciencesLovely Professional UniversityPhagwaraPunjabIndia
| | - Parteek Prasher
- Department of ChemistryUniversity of Petroleum & Energy Studies, Energy AcresDehradunIndia
| | - Gaurav Gupta
- Centre for Research Impact & Outcome, Chitkara College of PharmacyChitkara UniversityRajpuraPunjabIndia
| | - Kamal Dua
- Faculty of Health, Australian Research Center in Complementary and Integrative, MedicineUniversity of Technology SydneyUltimoNSWAustralia
- Discipline of Pharmacy, Graduate School of HealthUniversity of Technology SydneyUltimoNSWAustralia
| | - Rakshith Hanumanthappa
- JSS Banashankari Arts, Commerce, and SK Gubbi Science CollegeKarnatak UniversityDharwadKarnatakaIndia
| | - Karthikeyan Karthikeyan
- Centre of Excellence in PCB Design and Analysis, Department of Electronics and Communication EngineeringM. Kumarasamy College of EngineeringKarurTamil NaduIndia
| | - Krishnan Anand
- Department of Chemical Pathology, School of Pathology, Office of the Dean, Faculty of Health SciencesUniversity of the Free StateBloemfonteinSouth Africa
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Yang J, Liu L, Xu X, Zeng H. KIF15 promotes the development and progression of chordoma via activating PI3K-AKT signalling pathway. Heliyon 2024; 10:e29386. [PMID: 38681556 PMCID: PMC11053184 DOI: 10.1016/j.heliyon.2024.e29386] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/14/2023] [Revised: 04/07/2024] [Accepted: 04/07/2024] [Indexed: 05/01/2024] Open
Abstract
Aims Despite its implication in various human cancers, the expression and functional significance of Kinesin family member 15 (KIF15) in chordomas remain unexplored. Main methods The evaluation of KIF15 protein levels was conducted through immunohistochemistry (IHC) staining and Western blot analysis. Cell proliferation was quantified using MTT and CCK8 assays, whereas cell migration was examined using wound healing and Transwell assays. Furthermore, flow cytometric analysis was utilized to assess cell apoptosis and the cell cycle. Additionally, in vivo experiments were performed using a mouse xenograft model. Key findings Our study revealed significantly higher expression of KIF15 in stage III chordoma tissues compared to stage II tissues. Knockdown of KIF15 led to notable inhibition of cell proliferation and migration, along with enhanced apoptosis and cell cycle arrest. In vivo studies further confirmed the inhibitory effects of KIF15 knockdown on chordoma tumour growth. In terms of mechanism, we identified the involvement of the PI3K-AKT signalling pathway mediated by KIF15 in chordomas. Notably, the anti-tumour effects of KIF15 deficiency on chordomas were partially reversed by the addition of an AKT activator. Significance KIF15 promotes chordoma development and progression through the activation of the PI3K-AKT signalling pathway. Thus, targeting KIF15 might be a promising therapeutic strategy for treating chordomas.
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Affiliation(s)
- Jinxing Yang
- First Affiliated Hospital of Shenzhen University/Shenzhen Second People's Hospital, Shenzhen, Guangdong, 518000, China
| | - Lijun Liu
- First Affiliated Hospital of Shenzhen University/Shenzhen Second People's Hospital, Shenzhen, Guangdong, 518000, China
| | - Xu Xu
- First Affiliated Hospital of Shenzhen University/Shenzhen Second People's Hospital, Shenzhen, Guangdong, 518000, China
| | - Hui Zeng
- First Affiliated Hospital of Shenzhen University/Shenzhen Second People's Hospital, Shenzhen, Guangdong, 518000, China
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Lopez DC, Fabian KP, Padget MR, Robbins YL, Kowalczyk JT, Lassoued W, Pastor DM, Allen CT, Gallia GL, Gulley JL, Hodge JW, London NR. Chordoma cancer stem cell subpopulation characterization may guide targeted immunotherapy approaches to reduce disease recurrence. Front Oncol 2024; 14:1376622. [PMID: 38741774 PMCID: PMC11089222 DOI: 10.3389/fonc.2024.1376622] [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: 01/25/2024] [Accepted: 04/08/2024] [Indexed: 05/16/2024] Open
Abstract
Introduction Cancer stem cells (CSCs), a group of tumor-initiating and tumor-maintaining cells, may be major players in the treatment resistance and recurrence distinctive of chordoma. Characterizing CSCs is crucial to better targeting this subpopulation. Methods Using flow cytometry, six chordoma cell lines were evaluated for CSC composition. In vitro, cell lines were stained for B7H6, HER2, MICA-B, ULBP1, EGFR, and PD-L1 surface markers. Eighteen resected chordomas were stained using a multispectral immunofluorescence (mIF) antibody panel to identify CSCs in vivo. HALO software was used for quantitative CSC density and spatial analysis. Results In vitro, chordoma CSCs express more B7H6, MICA-B, and ULBP1, assessed by percent positivity and mean fluorescence intensity (MFI), as compared to non-CSCs in all cell lines. PD- L1 percent positivity is increased by >20% in CSCs compared to non-CSCs in all cell lines except CH22. In vivo, CSCs comprise 1.39% of chordoma cells and most are PD-L1+ (75.18%). A spatial analysis suggests that chordoma CSCs cluster at an average distance of 71.51 mm (SD 73.40 mm) from stroma. Discussion To our knowledge, this study is the first to identify individual chordoma CSCs and describe their surface phenotypes using in vitro and in vivo methods. PD-L1 is overexpressed on CSCs in chordoma human cell lines and operative tumor samples. Similarly, potential immunotherapeutic targets on CSCs, including B7H6, MICA-B, ULBP1, EGFR, and HER2 are overexpressed across cell lines. Targeting these markers may have a preferential role in combating CSCs, an aggressive subpopulation likely consequential to chordoma's high recurrence rate.
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Affiliation(s)
- Diana C. Lopez
- Sinonasal and Skull Base Tumor Program, Surgical Oncology Program, Center for Cancer Research, National Cancer Institute, 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
| | - Kellsye P. Fabian
- Center for Immuno-Oncology, National Cancer Institute, National Institutes of Health, Bethesda, MD, United States
- Center for Cancer Research, National Cancer Institute, National Institutes of Health, Bethesda, MD, United States
| | - Michelle R. Padget
- Center for Immuno-Oncology, National Cancer Institute, National Institutes of Health, Bethesda, MD, United States
- Center for Cancer Research, National Cancer Institute, National Institutes of Health, Bethesda, MD, United States
| | - Yvette L. Robbins
- Head and Neck Section, Surgical Oncology Program, Center for Cancer Research, National Cancer Institute, National Institutes of Health, Bethesda, MD, United States
| | - Joshua T. Kowalczyk
- Center for Immuno-Oncology, National Cancer Institute, National Institutes of Health, Bethesda, MD, United States
- Center for Cancer Research, National Cancer Institute, National Institutes of Health, Bethesda, MD, United States
- Department of Medicine, Duke University School of Medicine, Durham, NC, United States
| | - Wiem Lassoued
- Center for Immuno-Oncology, National Cancer Institute, National Institutes of Health, Bethesda, MD, United States
- Center for Cancer Research, National Cancer Institute, National Institutes of Health, Bethesda, MD, United States
| | - Danielle M. Pastor
- Center for Immuno-Oncology, National Cancer Institute, National Institutes of Health, Bethesda, MD, United States
- Center for Cancer Research, National Cancer Institute, National Institutes of Health, Bethesda, MD, United States
| | - Clint T. Allen
- Center for Immuno-Oncology, National Cancer Institute, National Institutes of Health, Bethesda, MD, United States
- Center for Cancer Research, National Cancer Institute, National Institutes of Health, Bethesda, MD, United States
- Head and Neck Section, Surgical Oncology Program, Center for Cancer Research, National Cancer Institute, National Institutes of Health, 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
| | - James L. Gulley
- Center for Immuno-Oncology, National Cancer Institute, National Institutes of Health, Bethesda, MD, United States
- Center for Cancer Research, National Cancer Institute, National Institutes of Health, Bethesda, MD, United States
| | - James W. Hodge
- Center for Immuno-Oncology, National Cancer Institute, National Institutes of Health, Bethesda, MD, United States
- Center for Cancer Research, National Cancer Institute, National Institutes of Health, Bethesda, MD, United States
| | - Nyall R. London
- Sinonasal and Skull Base Tumor Program, Surgical Oncology Program, Center for Cancer Research, National Cancer Institute, 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
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Wani AK, Prakash A, Sena S, Akhtar N, Singh R, Chopra C, Ariyanti EE, Mudiana D, Yulia ND, Rahayu F. Unraveling molecular signatures in rare bone tumors and navigating the cancer pathway landscapes for targeted therapeutics. Crit Rev Oncol Hematol 2024; 196:104291. [PMID: 38346462 DOI: 10.1016/j.critrevonc.2024.104291] [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: 10/15/2023] [Revised: 01/23/2024] [Accepted: 02/07/2024] [Indexed: 02/25/2024] Open
Abstract
Rare cancers (RCs), which account for over 20% of cancer cases, face significant research and treatment challenges due to their limited prevalence. This results in suboptimal outcomes compared to more common malignancies. Rare bone tumors (RBTs) constitute 5-10% of rare cancer cases and pose unique diagnostic complexities. The therapeutic potential of anti-cancer drugs for RBTs remains largely unexplored. Identifying molecular alterations in cancer-related genes and their associated pathways is essential for precision medicine in RBTs. Small molecule inhibitors and monoclonal antibodies targeting specific RBT-associated proteins show promise. Ongoing clinical trials aim to define RBT biomarkers, subtypes, and optimal treatment contexts, including combination therapies and immunotherapeutic agents. This review addresses the challenges in diagnosing, treating, and studying RBTs, shedding light on the current state of RBT biomarkers, potential therapeutic targets, and promising inhibitors. Rare cancers demand attention and innovative solutions to improve clinical outcomes.
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Affiliation(s)
- Atif Khurshid Wani
- School of Bioengineering and Biosciences, Lovely Professional University, Jalandhar 144411, India.
| | - Ajit Prakash
- Department of Biochemistry and Biophysics, University of North Carolina, Chapel Hill, NC 27599, USA
| | - Saikat Sena
- School of Bioengineering and Biosciences, Lovely Professional University, Jalandhar 144411, India
| | - Nahid Akhtar
- School of Bioengineering and Biosciences, Lovely Professional University, Jalandhar 144411, India
| | - Reena Singh
- School of Bioengineering and Biosciences, Lovely Professional University, Jalandhar 144411, India
| | - Chirag Chopra
- School of Bioengineering and Biosciences, Lovely Professional University, Jalandhar 144411, India
| | - Esti Endah Ariyanti
- Research Center for Applied Botany, National Research and Innovation Agency, Bogor 16911, Indonesia
| | - Deden Mudiana
- Research Center for Ecology and Ethnobiology, National Research and Innovation Agency, Bogor 16911, Indonesia
| | - Nina Dwi Yulia
- Research Center for Applied Botany, National Research and Innovation Agency, Bogor 16911, Indonesia
| | - Farida Rahayu
- Research Center for Genetic Engineering, National Research and Innovation Agency, Bogor 16911, Indonesia
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Ajay AK, Chu P, Patel P, Deban C, Roychowdhury C, Heda R, Halawi A, Saad A, Younis N, Zhang H, Jiang X, Nasr M, Hsiao LL, Lin G, Azzi JR. High-Throughput/High Content Imaging Screen Identifies Novel Small Molecule Inhibitors and Immunoproteasomes as Therapeutic Targets for Chordoma. Pharmaceutics 2023; 15:1274. [PMID: 37111759 PMCID: PMC10145398 DOI: 10.3390/pharmaceutics15041274] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/06/2023] [Revised: 03/29/2023] [Accepted: 04/04/2023] [Indexed: 04/29/2023] Open
Abstract
Chordomas account for approximately 1-4% of all malignant bone tumors and 20% of primary tumors of the spinal column. It is a rare disease, with an incidence estimated to be approximately 1 per 1,000,000 people. The underlying causative mechanism of chordoma is unknown, which makes it challenging to treat. Chordomas have been linked to the T-box transcription factor T (TBXT) gene located on chromosome 6. The TBXT gene encodes a protein transcription factor TBXT, or brachyury homolog. Currently, there is no approved targeted therapy for chordoma. Here, we performed a small molecule screening to identify small chemical molecules and therapeutic targets for treating chordoma. We screened 3730 unique compounds and selected 50 potential hits. The top three hits were Ribociclib, Ingenol-3-angelate, and Duvelisib. Among the top 10 hits, we found a novel class of small molecules, including proteasomal inhibitors, as promising molecules that reduce the proliferation of human chordoma cells. Furthermore, we discovered that proteasomal subunits PSMB5 and PSMB8 are increased in human chordoma cell lines U-CH1 and U-CH2, confirming that the proteasome may serve as a molecular target whose specific inhibition may lead to better therapeutic strategies for chordoma.
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Affiliation(s)
- Amrendra K. Ajay
- Transplant Research Centre, Division of Renal Medicine, Department of Medicine, Brigham and Women’s Hospital, Boston, MA 02115, USA (R.H.)
- Department of Medicine, Harvard Medical School, Boston, MA 02115, USA
| | - Philip Chu
- Transplant Research Centre, Division of Renal Medicine, Department of Medicine, Brigham and Women’s Hospital, Boston, MA 02115, USA (R.H.)
| | - Poojan Patel
- Transplant Research Centre, Division of Renal Medicine, Department of Medicine, Brigham and Women’s Hospital, Boston, MA 02115, USA (R.H.)
- Department of Medicine, Harvard Medical School, Boston, MA 02115, USA
| | - Christa Deban
- Transplant Research Centre, Division of Renal Medicine, Department of Medicine, Brigham and Women’s Hospital, Boston, MA 02115, USA (R.H.)
| | - Chitran Roychowdhury
- Transplant Research Centre, Division of Renal Medicine, Department of Medicine, Brigham and Women’s Hospital, Boston, MA 02115, USA (R.H.)
| | - Radhika Heda
- Transplant Research Centre, Division of Renal Medicine, Department of Medicine, Brigham and Women’s Hospital, Boston, MA 02115, USA (R.H.)
| | - Ahmad Halawi
- Transplant Research Centre, Division of Renal Medicine, Department of Medicine, Brigham and Women’s Hospital, Boston, MA 02115, USA (R.H.)
- Department of Medicine, Harvard Medical School, Boston, MA 02115, USA
| | - Anis Saad
- Transplant Research Centre, Division of Renal Medicine, Department of Medicine, Brigham and Women’s Hospital, Boston, MA 02115, USA (R.H.)
- Department of Medicine, Harvard Medical School, Boston, MA 02115, USA
| | - Nour Younis
- Transplant Research Centre, Division of Renal Medicine, Department of Medicine, Brigham and Women’s Hospital, Boston, MA 02115, USA (R.H.)
- Department of Medicine, Harvard Medical School, Boston, MA 02115, USA
| | - Hao Zhang
- Department of Microbiology and Immunology, Weill Cornell Medicine, New York, NY 10065, USA
| | - Xiuju Jiang
- Department of Microbiology and Immunology, Weill Cornell Medicine, New York, NY 10065, USA
| | - Mahmoud Nasr
- Transplant Research Centre, Division of Renal Medicine, Department of Medicine, Brigham and Women’s Hospital, Boston, MA 02115, USA (R.H.)
- Department of Medicine, Harvard Medical School, Boston, MA 02115, USA
| | - Li-Li Hsiao
- Transplant Research Centre, Division of Renal Medicine, Department of Medicine, Brigham and Women’s Hospital, Boston, MA 02115, USA (R.H.)
- Department of Medicine, Harvard Medical School, Boston, MA 02115, USA
| | - Gang Lin
- Department of Microbiology and Immunology, Weill Cornell Medicine, New York, NY 10065, USA
| | - Jamil R. Azzi
- Transplant Research Centre, Division of Renal Medicine, Department of Medicine, Brigham and Women’s Hospital, Boston, MA 02115, USA (R.H.)
- Department of Medicine, Harvard Medical School, Boston, MA 02115, USA
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Zhao C, Tan T, Zhang E, Wang T, Gong H, Jia Q, Liu T, Yang X, Zhao J, Wu Z, Wei H, Xiao J, Yang C. A chronicle review of new techniques that facilitate the understanding and development of optimal individualized therapeutic strategies for chordoma. Front Oncol 2022; 12:1029670. [PMID: 36465398 PMCID: PMC9708744 DOI: 10.3389/fonc.2022.1029670] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/27/2022] [Accepted: 10/19/2022] [Indexed: 09/01/2023] Open
Abstract
Chordoma is a rare malignant bone tumor that mainly occurs in the sacrum and the clivus/skull base. Surgical resection is the treatment of choice for chordoma, but the local recurrence rate is high with unsatisfactory prognosis. Compared with other common tumors, there is not much research and individualized treatment for chordoma, partly due to the rarity of the disease and the lack of appropriate disease models, which delay the discovery of therapeutic strategies. Recent advances in modern techniques have enabled gaining a better understanding of a number of rare diseases, including chordoma. Since the beginning of the 21st century, various chordoma cell lines and animal models have been reported, which have partially revealed the intrinsic mechanisms of tumor initiation and progression with the use of next-generation sequencing (NGS) techniques. In this study, we performed a systematic overview of the chordoma models and related sequencing studies in a chronological manner, from the first patient-derived chordoma cell line (U-CH1) to diverse preclinical models such as the patient-derived organoid-based xenograft (PDX) and patient-derived organoid (PDO) models. The use of modern sequencing techniques has discovered mutations and expression signatures that are considered potential treatment targets, such as the expression of Brachyury and overactivated receptor tyrosine kinases (RTKs). Moreover, computational and bioinformatics techniques have made drug repositioning/repurposing and individualized high-throughput drug screening available. These advantages facilitate the research and development of comprehensive and personalized treatment strategies for indicated patients and will dramatically improve their prognoses in the near feature.
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Affiliation(s)
- Chenglong Zhao
- Spinal Tumor Center, Department of Orthopedic Oncology, Changzheng Hospital, Shanghai, China
| | - Tao Tan
- Department of Orthopedics, 905 Hospital of People’s Liberation Army Navy, Shanghai, China
| | - E. Zhang
- Spinal Tumor Center, Department of Orthopedic Oncology, Changzheng Hospital, Shanghai, China
| | - Ting Wang
- Spinal Tumor Center, Department of Orthopedic Oncology, Changzheng Hospital, Shanghai, China
| | - Haiyi Gong
- Spinal Tumor Center, Department of Orthopedic Oncology, Changzheng Hospital, Shanghai, China
| | - Qi Jia
- Spinal Tumor Center, Department of Orthopedic Oncology, Changzheng Hospital, Shanghai, China
| | - Tielong Liu
- Spinal Tumor Center, Department of Orthopedic Oncology, Changzheng Hospital, Shanghai, China
| | - Xinghai Yang
- Spinal Tumor Center, Department of Orthopedic Oncology, Changzheng Hospital, Shanghai, China
| | - Jian Zhao
- Spinal Tumor Center, Department of Orthopedic Oncology, Changzheng Hospital, Shanghai, China
| | - Zhipeng Wu
- Spinal Tumor Center, Department of Orthopedic Oncology, Changzheng Hospital, Shanghai, China
| | - Haifeng Wei
- Spinal Tumor Center, Department of Orthopedic Oncology, Changzheng Hospital, Shanghai, China
| | - Jianru Xiao
- Spinal Tumor Center, Department of Orthopedic Oncology, Changzheng Hospital, Shanghai, China
| | - Cheng Yang
- Spinal Tumor Center, Department of Orthopedic Oncology, Changzheng Hospital, Shanghai, China
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Hang J, Ouyang H, Wei F, Zhong Q, Yuan W, Jiang L, Liu Z. Proteomics and phosphoproteomics of chordoma biopsies reveal alterations in multiple pathways and aberrant kinases activities. Front Oncol 2022; 12:941046. [PMID: 36248973 PMCID: PMC9563620 DOI: 10.3389/fonc.2022.941046] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/11/2022] [Accepted: 09/14/2022] [Indexed: 11/26/2022] Open
Abstract
Background Chordoma is a slow-growing but malignant subtype of bone sarcoma with relatively high recurrence rates and high resistance to chemotherapy. It is urgent to understand the underlying regulatory networks to determine more effective potential targets. Phosphorylative regulation is currently regarded as playing a significant role in tumorigenesis, and the use of tyrosine kinase inhibitors in clinical practice has yielded new promise for the treatment of a variety of sarcoma types. Materials and methods We performed comprehensive proteomic and phosphoproteomic analyses of chordoma using four-dimensional label-free liquid chromatography–tandem mass spectrometry (LC-MS/MS) and bioinformatics analysis. The potential aberrantly expressed kinases and their functions were validated using western blotting and CCK-8 assays. Results Compared with paired normal muscle tissues, 1,139 differentially expressed proteins (DEPs) and 776 differentially phosphorylated proteins (DPPs) were identified in chordoma tumor tissues. The developmentally significant Wnt-signaling pathway and oxidative phosphorylation were aberrant in chordoma. Moreover, we predicted three kinases (AURA, CDK9, and MOK) with elevated activity by kinase-pathway network analysis (KiPNA) and verified their increased expression levels. The knockdown of these kinases markedly suppressed chordoma cell growth, and this was also the case for cells treated with the CDK9 inhibitor AZD4573. We additionally examined 208 proteins whose expression and phosphorylation levels were synergetically altered. Conclusions We herein depicted the collective protein profiles of chordomas, providing insight into chordomagenesis and the potential development of new therapeutic targets.
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Affiliation(s)
- Jing Hang
- Center for Reproductive Medicine, Department of Obstetrics and Gynecology, Peking University Third Hospital, Beijing, China
- Key Laboratory of Assisted Reproduction, Ministry of Education, Beijing, China
- Beijing Key Laboratory of Reproductive Endocrinology and Assisted Reproduction, Beijing, China
- National Clinical Research Center for Obstetrics and Gynecology, Beijing, China
| | - Hanqiang Ouyang
- Department of Orthopedics, Peking University Third Hospital, Beijing, China
- Beijing Key Laboratory of Spinal Disease, Beijing, China
- Engineering Research Center of Bone and Joint Precision Medicine, Beijing, China
| | - Feng Wei
- Department of Orthopedics, Peking University Third Hospital, Beijing, China
- Beijing Key Laboratory of Spinal Disease, Beijing, China
- Engineering Research Center of Bone and Joint Precision Medicine, Beijing, China
| | - Qihang Zhong
- Center for Reproductive Medicine, Department of Obstetrics and Gynecology, Peking University Third Hospital, Beijing, China
| | - Wanqiong Yuan
- Department of Orthopedics, Peking University Third Hospital, Beijing, China
- Beijing Key Laboratory of Spinal Disease, Beijing, China
- Engineering Research Center of Bone and Joint Precision Medicine, Beijing, China
- *Correspondence: Zhongjun Liu, ; Liang Jiang, ; Wanqiong Yuan,
| | - Liang Jiang
- Department of Orthopedics, Peking University Third Hospital, Beijing, China
- Beijing Key Laboratory of Spinal Disease, Beijing, China
- Engineering Research Center of Bone and Joint Precision Medicine, Beijing, China
- *Correspondence: Zhongjun Liu, ; Liang Jiang, ; Wanqiong Yuan,
| | - Zhongjun Liu
- Department of Orthopedics, Peking University Third Hospital, Beijing, China
- Beijing Key Laboratory of Spinal Disease, Beijing, China
- Engineering Research Center of Bone and Joint Precision Medicine, Beijing, China
- *Correspondence: Zhongjun Liu, ; Liang Jiang, ; Wanqiong Yuan,
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Optimization of the 4-anilinoquin(az)oline scaffold as epidermal growth factor receptor (EGFR) inhibitors for chordoma utilizing a toxicology profiling assay platform. Sci Rep 2022; 12:12820. [PMID: 35896603 PMCID: PMC9329436 DOI: 10.1038/s41598-022-15552-5] [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: 04/16/2022] [Accepted: 06/24/2022] [Indexed: 11/23/2022] Open
Abstract
The 4-anilinoquin(az)oline is a well-known kinase inhibitor scaffold incorporated in clinical inhibitors including gefitinib, erlotinib, afatinib, and lapatinib, all of which have previously demonstrated activity against chordoma cell lines in vitro. We screened a focused array of compounds based on the 4-anilinoquin(az)oline scaffold against both U-CH1 and the epidermal growth factor receptor (EGFR) inhibitor resistant U-CH2. To prioritize the hit compounds for further development, we screened the compound set in a multiparameter cell health toxicity assay. The de-risked compounds were then screened against a wider panel of patient derived cell lines and demonstrated low micromolar efficacy in cells. We also investigated the properties that gave rise to the toxophore markers, including the structural and electronic features, while optimizing for EGFR in-cell target engagement. These de-risked leads present a potential new therapeutic avenue for treatment of chordomas and new chemical tools and probe compound 45 (UNC-CA359) to interrogate EGFR mediated disease phenotypes.
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9
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Recurrent Metastatic Chordoma to the Liver: A Case Report and Review of the Literature. Curr Oncol 2022; 29:4625-4631. [PMID: 35877227 PMCID: PMC9317925 DOI: 10.3390/curroncol29070367] [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: 06/09/2022] [Revised: 06/27/2022] [Accepted: 06/27/2022] [Indexed: 11/16/2022] Open
Abstract
Chordoma is a rare malignant neoplasm derived from notochordal tissue that primarily affects the axial skeleton. Almost 40% of patients have non-cranial chordoma metastases. The most common metastatic sites are the lungs, bones, lymph nodes, and subcutaneous tissue. We present a 52-year female with a history of sacral chordoma presenting with abdominal fullness, early satiety, and a palpable abdominal mass. Abdominal magnetic resonance imaging (MRI) revealed an isolated, highly vascularized, and multilobed liver mass in the left lateral segment. The mass was surgically removed using a clean surgical margin. A histological examination and immunohistochemical staining were consistent with a metastatic chordoma. Two years later, follow-up imaging studies showed a 6.5 × 4.0 × 2.0 cm right liver lesion with multiple lungs, chest wall, pleural, and diaphragmatic lesions. Microscopic- and immunohistochemical staining revealed a recurrent metastatic chordoma. Herein, we present a unique case of metastatic recurrent chordoma in the liver with the involvement of other sites. To the best of our knowledge, no other case of recurrent liver metastasis has been reported.
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10
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Passeri T, Dahmani A, Masliah-Planchon J, Naguez A, Michou M, El Botty R, Vacher S, Bouarich R, Nicolas A, Polivka M, Franck C, Schnitzler A, Némati F, Roman-Roman S, Bourdeaut F, Adle-Biassette H, Mammar H, Froelich S, Bièche I, Decaudin D. Dramatic In Vivo Efficacy of the EZH2-Inhibitor Tazemetostat in PBRM1-Mutated Human Chordoma Xenograft. Cancers (Basel) 2022; 14:cancers14061486. [PMID: 35326637 PMCID: PMC8946089 DOI: 10.3390/cancers14061486] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/13/2022] [Revised: 03/08/2022] [Accepted: 03/10/2022] [Indexed: 02/04/2023] Open
Abstract
Simple Summary Chordomas are rare bone tumors characterized by a high recurrence rate. Presently, no medical treatment is available for advanced diseases due to the lack of molecular data and preclinical models. The current study showed the establishment and characterization of the largest panel chordoma xenografts, allowing pharmacological studies. In one PBRM1-mutated model, we demonstrated a strong therapeutic efficacy of the EZH2-inhibitor tazemetostat, encouraging further research on EZH2-inhibitors in chordomas. Abstract Chordomas are rare neoplasms characterized by a high recurrence rate and a poor long-term prognosis. Considering their chemo-/radio-resistance, alternative treatment strategies are strongly required, but their development is limited by the paucity of relevant preclinical models. Mutations affecting genes of the SWI/SNF complexes are frequently found in chordomas, suggesting a potential therapeutic effect of epigenetic regulators in this pathology. Twelve PDX models were established and characterized on histological and biomolecular features. Patients whose tumors were able to grow into mice had a statistically significant lower progression-free survival than those whose tumors did not grow after in vivo transplantation (p = 0.007). All PDXs maintained the same histopathological features as patients’ tumors. Homozygous deletions of CDKN2A/2B (58.3%) and PBRM1 (25%) variants were the most common genomic alterations found. In the tazemetostat treated PDX model harboring a PBRM1 variant, an overall survival of 100% was observed. Our panel of chordoma PDXs represents a useful preclinical tool for both pharmacologic and biological assessments. The first demonstration of a high antitumor activity of tazemetostat in a PDX model harboring a PBRM1 variant supports further evaluation for EZH2-inhibitors in this subgroup of chordomas.
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Affiliation(s)
- Thibault Passeri
- Laboratory of Preclinical Investigation, Translational Research Department, Institut Curie, University of Paris Saclay, 75005 Paris, France; (T.P.); (A.D.); (A.N.); (M.M.); (R.E.B.); (F.N.)
- Department of Genetics, Institut Curie, University of Paris Saclay, 75005 Paris, France; (J.M.-P.); (S.V.); (C.F.); (A.S.); (I.B.)
- Department of Neurosurgery, Lariboisière Hospital, Assistance Publique des Hôpitaux de Paris, University of Paris, 75010 Paris, France;
| | - Ahmed Dahmani
- Laboratory of Preclinical Investigation, Translational Research Department, Institut Curie, University of Paris Saclay, 75005 Paris, France; (T.P.); (A.D.); (A.N.); (M.M.); (R.E.B.); (F.N.)
| | - Julien Masliah-Planchon
- Department of Genetics, Institut Curie, University of Paris Saclay, 75005 Paris, France; (J.M.-P.); (S.V.); (C.F.); (A.S.); (I.B.)
| | - Adnan Naguez
- Laboratory of Preclinical Investigation, Translational Research Department, Institut Curie, University of Paris Saclay, 75005 Paris, France; (T.P.); (A.D.); (A.N.); (M.M.); (R.E.B.); (F.N.)
| | - Marine Michou
- Laboratory of Preclinical Investigation, Translational Research Department, Institut Curie, University of Paris Saclay, 75005 Paris, France; (T.P.); (A.D.); (A.N.); (M.M.); (R.E.B.); (F.N.)
| | - Rania El Botty
- Laboratory of Preclinical Investigation, Translational Research Department, Institut Curie, University of Paris Saclay, 75005 Paris, France; (T.P.); (A.D.); (A.N.); (M.M.); (R.E.B.); (F.N.)
| | - Sophie Vacher
- Department of Genetics, Institut Curie, University of Paris Saclay, 75005 Paris, France; (J.M.-P.); (S.V.); (C.F.); (A.S.); (I.B.)
| | - Rachida Bouarich
- Integrated Cancer Research Site, Institut Curie, 75005 Paris, France; (R.B.); (F.B.)
| | - André Nicolas
- Department of Tumor Biology, Institut Curie, 75005 Paris, France;
| | - Marc Polivka
- Department of Pathology, Lariboisière Hospital, Assistance Publique des Hôpitaux de Paris, University of Paris, UMR 1141 Inserm, 75010 Paris, France; (M.P.); (H.A.-B.)
| | - Coralie Franck
- Department of Genetics, Institut Curie, University of Paris Saclay, 75005 Paris, France; (J.M.-P.); (S.V.); (C.F.); (A.S.); (I.B.)
| | - Anne Schnitzler
- Department of Genetics, Institut Curie, University of Paris Saclay, 75005 Paris, France; (J.M.-P.); (S.V.); (C.F.); (A.S.); (I.B.)
| | - Fariba Némati
- Laboratory of Preclinical Investigation, Translational Research Department, Institut Curie, University of Paris Saclay, 75005 Paris, France; (T.P.); (A.D.); (A.N.); (M.M.); (R.E.B.); (F.N.)
| | - Sergio Roman-Roman
- Department of Translational Research, Institut Curie, University of Paris Saclay, 75005 Paris, France;
| | - Franck Bourdeaut
- Integrated Cancer Research Site, Institut Curie, 75005 Paris, France; (R.B.); (F.B.)
| | - Homa Adle-Biassette
- Department of Pathology, Lariboisière Hospital, Assistance Publique des Hôpitaux de Paris, University of Paris, UMR 1141 Inserm, 75010 Paris, France; (M.P.); (H.A.-B.)
| | - Hamid Mammar
- Proton Therapy Center, Institut Curie, 91400 Orsay, France;
| | - Sébastien Froelich
- Department of Neurosurgery, Lariboisière Hospital, Assistance Publique des Hôpitaux de Paris, University of Paris, 75010 Paris, France;
| | - Ivan Bièche
- Department of Genetics, Institut Curie, University of Paris Saclay, 75005 Paris, France; (J.M.-P.); (S.V.); (C.F.); (A.S.); (I.B.)
| | - Didier Decaudin
- Laboratory of Preclinical Investigation, Translational Research Department, Institut Curie, University of Paris Saclay, 75005 Paris, France; (T.P.); (A.D.); (A.N.); (M.M.); (R.E.B.); (F.N.)
- Department of Medical Oncology, Institut Curie, 75005 Paris, France
- Correspondence: ; Tel.: +33-1-56-24-62-40
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11
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Al Shihabi A, Davarifar A, Nguyen HTL, Tavanaie N, Nelson SD, Yanagawa J, Federman N, Bernthal N, Hornicek F, Soragni A. Personalized chordoma organoids for drug discovery studies. SCIENCE ADVANCES 2022; 8:eabl3674. [PMID: 35171675 PMCID: PMC8849332 DOI: 10.1126/sciadv.abl3674] [Citation(s) in RCA: 33] [Impact Index Per Article: 16.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/08/2021] [Accepted: 12/21/2021] [Indexed: 05/03/2023]
Abstract
Chordomas are rare tumors of notochordal origin, most commonly arising in the sacrum or skull base. Chordomas are considered insensitive to conventional chemotherapy, and their rarity complicates running timely and adequately powered trials to identify effective treatments. Therefore, there is a need for discovery of novel therapeutic approaches. Patient-derived organoids can accelerate drug discovery and development studies and predict patient responses to therapy. In this proof-of-concept study, we successfully established organoids from seven chordoma tumor samples obtained from five patients presenting with tumors in different sites and stages of disease. The organoids recapitulated features of the original parent tumors and inter- as well as intrapatient heterogeneity. High-throughput screenings performed on the organoids highlighted targeted agents such as PI3K/mTOR, EGFR, and JAK2/STAT3 inhibitors among the most effective molecules. Pathway analysis underscored how the NF-κB and IGF-1R pathways are sensitive to perturbations and potential targets to pursue for combination therapy of chordoma.
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Affiliation(s)
- Ahmad Al Shihabi
- Department of Orthopaedic Surgery, David Geffen School of Medicine, University of California, Los Angeles, Los Angeles, CA, USA
- Department of Pathology, David Geffen School of Medicine, University of California, Los Angeles, Los Angeles, CA, USA
| | - Ardalan Davarifar
- Department of Orthopaedic Surgery, David Geffen School of Medicine, University of California, Los Angeles, Los Angeles, CA, USA
- Division of Hematology-Oncology, David Geffen School of Medicine, University of California, Los Angeles, Los Angeles, CA, USA
- Department of Human Genetics, University of California, Los Angeles, Los Angeles, CA, USA
| | - Huyen Thi Lam Nguyen
- Department of Orthopaedic Surgery, David Geffen School of Medicine, University of California, Los Angeles, Los Angeles, CA, USA
| | - Nasrin Tavanaie
- Department of Orthopaedic Surgery, David Geffen School of Medicine, University of California, Los Angeles, Los Angeles, CA, USA
| | - Scott D. Nelson
- Department of Pathology, David Geffen School of Medicine, University of California, Los Angeles, Los Angeles, CA, USA
| | - Jane Yanagawa
- Division of Thoracic Surgery, Department of Surgery, David Geffen School of Medicine, University of California, Los Angeles, Los Angeles, CA, USA
- Jonsson Comprehensive Cancer Center, University of California, Los Angeles, Los Angeles, CA, USA
| | - Noah Federman
- Department of Orthopaedic Surgery, David Geffen School of Medicine, University of California, Los Angeles, Los Angeles, CA, USA
- Jonsson Comprehensive Cancer Center, University of California, Los Angeles, Los Angeles, CA, USA
- Department of Pediatrics, David Geffen School of Medicine, University of California, Los Angeles, Los Angeles, CA, USA
| | - Nicholas Bernthal
- Department of Orthopaedic Surgery, David Geffen School of Medicine, University of California, Los Angeles, Los Angeles, CA, USA
| | - Francis Hornicek
- Department of Orthopaedic Surgery, David Geffen School of Medicine, University of California, Los Angeles, Los Angeles, CA, USA
| | - Alice Soragni
- Department of Orthopaedic Surgery, David Geffen School of Medicine, University of California, Los Angeles, Los Angeles, CA, USA
- Jonsson Comprehensive Cancer Center, University of California, Los Angeles, Los Angeles, CA, USA
- Molecular Biology Institute, University of California, Los Angeles, Los Angeles, CA, USA
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12
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Hoke AT, Padget MR, Fabian KP, Nandal A, Gallia GL, Bilusic M, Soon-Shiong P, Hodge JW, London NR. Combinatorial Natural Killer Cell-based Immunotherapy Approaches Selectively Target Chordoma Cancer Stem Cells. CANCER RESEARCH COMMUNICATIONS 2021; 1:127-139. [PMID: 35765577 PMCID: PMC9236084 DOI: 10.1158/2767-9764.crc-21-0020] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 04/14/2023]
Abstract
Chordoma is a rare tumor derived from notochord remnants that has a propensity to recur and metastasize despite conventional multimodal treatment. Cancer stem cells (CSC) are implicated in chordoma's resistant and recurrent behavior; thus strategies that target CSCs are of particular interest. Using in vitro cytotoxicity models, we demonstrated that anti-programmed death-ligand 1 (N-601) and anti-epidermal growth factor receptor (cetuximab) antibodies enhanced lysis of chordoma cells by healthy donor and chordoma patient NK cells through antibody-dependent cellular cytotoxicity (ADCC). Treatment of NK cells with an IL-15 superagonist complex (N-803) increased their cytotoxicity against chordoma cells, which was further enhanced by treatment with N-601 and/or cetuximab. PD-L1-targeted chimeric antigen receptor NK cells (PD-L1 t-haNKs) were also effective against chordoma cells. CSCs were preferentially vulnerable to NK cell killing in the presence of N-601 and N-803. Flow cytometric analysis of a chordoma CSC population showed that CSCs expressed significantly more NK activating ligand B7-H6 and PD-L1 than non-CSCs, thus explaining a potential mechanism of selective targeting. These data suggest that chordoma may be effectively targeted by combinatorial NK cell-mediated immunotherapeutic approaches and that the efficacy of these approaches in chordoma and other CSC-driven tumor types should be investigated further in clinical studies.
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Affiliation(s)
- Austin T.K. Hoke
- Sinonasal and Skull Base Tumor Program, National Institutes on Deafness and Other Communication Disorders, NIH, Bethesda, Maryland
- University of North Carolina at Chapel Hill, School of Medicine, Chapel Hill, North Carolina
| | - Michelle R. Padget
- Laboratory of Tumor Immunology and Biology, Center for Cancer Research, NCI, NIH, Bethesda, Maryland
| | - Kellsye P. Fabian
- Laboratory of Tumor Immunology and Biology, Center for Cancer Research, NCI, NIH, Bethesda, Maryland
| | - Anjali Nandal
- Sinonasal and Skull Base Tumor Program, National Institutes on Deafness and Other Communication Disorders, NIH, Bethesda, Maryland
| | - Gary L. Gallia
- Department of Neurosurgery, Johns Hopkins University School of Medicine, Baltimore, Maryland
- Department of Otolaryngology-Head and Neck Surgery, Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Marijo Bilusic
- Genitourinary Malignancies Branch, Center for Cancer Research, NCI, NIH, Bethesda, Maryland
| | | | - James W. Hodge
- Laboratory of Tumor Immunology and Biology, Center for Cancer Research, NCI, NIH, Bethesda, Maryland
| | - Nyall R. London
- Sinonasal and Skull Base Tumor Program, National Institutes on Deafness and Other Communication Disorders, NIH, Bethesda, Maryland
- Department of Neurosurgery, Johns Hopkins University School of Medicine, Baltimore, Maryland
- Department of Otolaryngology-Head and Neck Surgery, Johns Hopkins University School of Medicine, Baltimore, Maryland
- Corresponding Author: Nyall R. London Jr., Sinonasal and Skull Base Tumor Program, National Institute on Deafness and Other Communications Disorders (NIDCD), NIH, 10 Center Drive Room #7N256, Bethesda, MD USA 20892-2320. Phone: 301-402-4216; E-mail:
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13
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Zhao T, Siu IM, Williamson T, Zhang H, Ji C, Burger PC, Connis N, Ruzevick J, Xia M, Cottone L, Flanagan AM, Hann CL, Gallia GL. AZD8055 enhances in vivo efficacy of afatinib in chordomas. J Pathol 2021; 255:72-83. [PMID: 34124783 DOI: 10.1002/path.5739] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/11/2020] [Revised: 05/17/2021] [Accepted: 06/09/2021] [Indexed: 01/02/2023]
Abstract
Chordomas are primary bone tumors that arise in the cranial base, mobile spine, and sacrococcygeal region, affecting patients of all ages. Currently, there are no approved agents for chordoma patients. Here, we evaluated the anti-tumor efficacy of small molecule inhibitors that target oncogenic pathways in chordoma, as single agents and in combination, to identify novel therapeutic approaches with the greatest translational potential. A panel of small molecule compounds was screened in vivo against patient-derived xenograft (PDX) models of chordoma, and potentially synergistic combinations were further evaluated using chordoma cell lines and xenograft models. Among the tested agents, inhibitors of EGFR (BIBX 1382, erlotinib, and afatinib), c-MET (crizotinib), and mTOR (AZD8055) significantly inhibited tumor growth in vivo but did not induce tumor regression. Co-inhibition of EGFR and c-MET using erlotinib and crizotinib synergistically reduced cell viability in chordoma cell lines but did not result in enhanced in vivo activity. Co-inhibition of EGFR and mTOR pathways using afatinib and AZD8055 synergistically reduced cell viability in chordoma cell lines. Importantly, this dual inhibition completely suppressed tumor growth in vivo, showing improved tumor control. Together, these data demonstrate that individual inhibitors of EGFR, c-MET, and mTOR pathways suppress chordoma growth both in vitro and in vivo. mTOR inhibition increased the efficacy of EGFR inhibition on chordoma growth in several preclinical models. The insights gained from our study potentially provide a novel combination therapeutic strategy for patients with chordoma. © 2021 The Authors. The Journal of Pathology published by John Wiley & Sons, Ltd. on behalf of The Pathological Society of Great Britain and Ireland.
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Affiliation(s)
- Tianna Zhao
- Department of Neurosurgery, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - I-Mei Siu
- Department of Neurosurgery, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Tara Williamson
- Department of Neurosurgery, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Haoyu Zhang
- Department of Neurosurgery, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Chenchen Ji
- Department of Neurosurgery, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Peter C Burger
- Department of Pathology, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Nick Connis
- Department of Oncology, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Jacob Ruzevick
- Department of Neurosurgery, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Menghang Xia
- National Center for Advancing Translational Sciences, National Institutes of Health, Bethesda, MD, USA
| | - Lucia Cottone
- Department of Pathology, UCL Cancer Institute, University College London, London, UK
| | - Adrienne M Flanagan
- Department of Pathology, UCL Cancer Institute, University College London, London, UK.,Histopathology Department, Royal National Orthopaedic Hospital, Stanmore, UK
| | - Christine L Hann
- Department of Oncology, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Gary L Gallia
- Department of Neurosurgery, Johns Hopkins University School of Medicine, Baltimore, MD, USA.,Department of Oncology, Johns Hopkins University School of Medicine, Baltimore, MD, USA.,Department of Otolaryngology/Head and Neck Surgery, Johns Hopkins University School of Medicine, Baltimore, MD, USA
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14
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Cahill J, Ibrahim R, Mezey G, Yianni J, Bhattacharyya D, Walton L, Grainger A, Radatz MWR. Gamma Knife Stereotactic Radiosurgery for the treatment of chordomas and chondrosarcomas. Acta Neurochir (Wien) 2021; 163:1003-1011. [PMID: 33608764 DOI: 10.1007/s00701-021-04768-5] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/01/2020] [Accepted: 02/10/2021] [Indexed: 12/11/2022]
Abstract
INTRODUCTION Primary chordomas and chondrosarcomas of the skull base are difficult tumours to treat successfully. Despite advances in surgical techniques, a gross total resection is often impossible to achieve. In addition, some patients may be deemed unsuitable or not wish to undergo extensive surgery for these conditions. This study examines the role of Gamma Knife Stereotactic Radiosurgery (GKRS) in the treatment of these difficult cases. METHODS All patients harbouring either a chordoma or chondrosarcoma treated at the National Centre for Stereotactic Radiosurgery, Royal Hallamshire Hospital, Sheffield, UK, between 1985 and 2018, were reviewed with regard to their clinical presentations, pre- and post-treatment imaging, GKRS prescriptions and outcomes. RESULTS In total, 24 patients with a mean tumour volume of 13 cm3 in the chordoma group (n=15) and 12 cm3 in the chondrosarcoma group (n=9) underwent GKRS. The 5- and 10-year overall survival rates for the chordoma group were 67% and 53% respectively, while for the chondrosarcoma group, they were 78% at both time points. The tumour control rates at 5 and 10 years in the chordoma group were 67% and 49% and for the chondrosarcoma group 78% at both time points. Patients with tumour volumes of less than 7 cm3 before GKRS treatment demonstrated a statistically significant longer overall survival rate (p=0.03). CONCLUSIONS GKRS offers a comparable option to proton beam therapy for the treatment of these tumours. Early intervention for tumour volumes of less than 7 cm3 gives the best long-term survival rates.
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15
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Gill CM, Fowkes M, Shrivastava RK. Emerging Therapeutic Targets in Chordomas: A Review of the Literature in the Genomic Era. Neurosurgery 2020; 86:E118-E123. [PMID: 31504814 DOI: 10.1093/neuros/nyz342] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/21/2019] [Accepted: 06/13/2019] [Indexed: 12/18/2022] Open
Abstract
Chordomas are rare primary malignant tumors of the bones that occur along the skull base, spine, and sacrum. Long-term survival and neurological outcome continue to be challenging with continued low percentages of long-term survival. Recent studies have used genome, exome, transcriptome, and proteome sequencing to assess the mutational profile of chordomas. Most notably, Brachyury, or T-protein, has been shown to be an early mutational event in chordoma evolution. Clinically actionable mutations, including in the PI3K pathway, were identified. Preliminary evidence suggests that there may be mutational differences associated with primary tumor location. In this study, we review the therapeutic landscape of chordomas and discuss emerging targets in the genomic era.
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Affiliation(s)
- Corey M Gill
- Department of Neurosurgery, Mount Sinai Medical Center, Icahn School of Medicine at Mount Sinai, New York, New York
| | - Mary Fowkes
- Department of Pathology, Mount Sinai Medical Center, Icahn School of Medicine at Mount Sinai, New York, New York
| | - Raj K Shrivastava
- Department of Neurosurgery, Mount Sinai Medical Center, Icahn School of Medicine at Mount Sinai, New York, New York
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16
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Anderson E, Havener TM, Zorn KM, Foil DH, Lane TR, Capuzzi SJ, Morris D, Hickey AJ, Drewry DH, Ekins S. Synergistic drug combinations and machine learning for drug repurposing in chordoma. Sci Rep 2020; 10:12982. [PMID: 32737414 PMCID: PMC7395084 DOI: 10.1038/s41598-020-70026-w] [Citation(s) in RCA: 25] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/23/2020] [Accepted: 07/20/2020] [Indexed: 12/18/2022] Open
Abstract
Chordoma is a devastating rare cancer that affects one in a million people. With a mean-survival of just 6 years and no approved medicines, the primary treatments are surgery and radiation. In order to speed new medicines to chordoma patients, a drug repurposing strategy represents an attractive approach. Drugs that have already advanced through human clinical safety trials have the potential to be approved more quickly than de novo discovered medicines on new targets. We have taken two strategies to enable this: (1) generated and validated machine learning models of chordoma inhibition and screened compounds of interest in vitro. (2) Tested combinations of approved kinase inhibitors already being individually evaluated for chordoma. Several published studies of compounds screened against chordoma cell lines were used to generate Bayesian Machine learning models which were then used to score compounds selected from the NIH NCATS industry-provided assets. Out of these compounds, the mTOR inhibitor AZD2014, was the most potent against chordoma cell lines (IC50 0.35 µM U-CH1 and 0.61 µM U-CH2). Several studies have shown the importance of the mTOR signaling pathway in chordoma and suggest it as a promising avenue for targeted therapy. Additionally, two currently FDA approved drugs, afatinib and palbociclib (EGFR and CDK4/6 inhibitors, respectively) demonstrated synergy in vitro (CI50 = 0.43) while AZD2014 and afatanib also showed synergy (CI50 = 0.41) against a chordoma cell in vitro. These findings may be of interest clinically, and this in vitro- and in silico approach could also be applied to other rare cancers.
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Affiliation(s)
- Edward Anderson
- UNC Catalyst for Rare Diseases, Eshelman School of Pharmacy, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
| | - Tammy M Havener
- UNC Catalyst for Rare Diseases, Eshelman School of Pharmacy, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
| | - Kimberley M Zorn
- Collaborations Pharmaceuticals, Inc., 840 Main Campus Drive, Lab 3510, Raleigh, NC, USA
| | - Daniel H Foil
- Collaborations Pharmaceuticals, Inc., 840 Main Campus Drive, Lab 3510, Raleigh, NC, USA
| | - Thomas R Lane
- Collaborations Pharmaceuticals, Inc., 840 Main Campus Drive, Lab 3510, Raleigh, NC, USA
| | - Stephen J Capuzzi
- UNC Catalyst for Rare Diseases, Eshelman School of Pharmacy, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
| | - Dave Morris
- UNC Catalyst for Rare Diseases, Eshelman School of Pharmacy, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
| | - Anthony J Hickey
- UNC Catalyst for Rare Diseases, Eshelman School of Pharmacy, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
- RTI International, Research Triangle Park, NC, USA
| | - David H Drewry
- Structural Genomics Consortium, UNC Eshelman School of Pharmacy, University of North Carolina at Chapel Hill, Chapel Hill, NC, 27599, USA
| | - Sean Ekins
- UNC Catalyst for Rare Diseases, Eshelman School of Pharmacy, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA.
- Collaborations Pharmaceuticals, Inc., 840 Main Campus Drive, Lab 3510, Raleigh, NC, USA.
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17
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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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18
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Xu G, Liu C, Liang T, Zhang Z, Jiang J, Chen J, Xue J, Zeng H, Lu Z, Zhan X. Gene expression profile and bioinformatics analysis revealed key molecular characteristics of chordoma-before and after TNF- a treatment. Medicine (Baltimore) 2020; 99:e18790. [PMID: 32011476 PMCID: PMC7220412 DOI: 10.1097/md.0000000000018790] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/28/2019] [Revised: 11/16/2019] [Accepted: 12/16/2019] [Indexed: 12/04/2022] Open
Abstract
BACKGROUND Chordoma is a rare malignant tumor with limited treatment. Recent studies have shown that the proliferation and invasion ability of chordoma after Tumor necrosis factor alpha (TNF-α) treatment is enhanced, which may activate the gene pathway involved in the development of chordoma. This study tends to identify differentially expressed genes (DEGs) before and after treatment of TNF-α in chordoma cell line, providing a new target for future molecular therapy of chordoma. METHODS The gene expression profile of GSE101867 was downloaded from the Gene Expression Omnibus database, and the differentially expressed genes were obtained using GEO2R. Based on the CLUEGO plugin in Cytoscape, DEGs functionality and enrichment analysis. A protein-protein interaction (PPI) network was constructed using Cytoscape based on data collected from the STRING online dataset. The Hub genes are selected from the CytoHubba, the first 20 genes that coexist with the KEGG tumor-related pathway. RESULTS A total of 560 genes, including 304 up-regulated genes and 256 down-regulated genes, were selected as DEGs. Obviously, GO analysis shows that up-regulated and down-regulated DEGs are mainly enriched in biological processes such as synaptic tissue, cell adhesion, extracellular matrix organization and skeletal system development. DEGs are mainly enriched in tumor-associated pathways such as Pi3k-akt Signal path, Rap1 signal path. Three key genes were identified: PDGFRB, KDR, FGF2. All of these genes are involved in the tumor-associated pathways described previously. CONCLUSION This study is helpful in understanding the molecular characteristics of chordoma development. Hub genes PDGFRB, KDR, FGF2 and pi3k-akt signaling pathway, Rap1 signaling pathway will become a new target for the future treatment of chordoma.
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Affiliation(s)
| | - Chong Liu
- Guangxi Medical University
- Spine and Osteopathy Ward, The First Affiliated Hospital of Guangxi Medical University, Nanning, PR China
| | | | | | | | | | | | | | | | - Xinli Zhan
- Guangxi Medical University
- Spine and Osteopathy Ward, The First Affiliated Hospital of Guangxi Medical University, Nanning, PR China
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Asquith CRM, Naegeli KM, East MP, Laitinen T, Havener TM, Wells CI, Johnson GL, Drewry DH, Zuercher WJ, Morris DC. Design of a Cyclin G Associated Kinase (GAK)/Epidermal Growth Factor Receptor (EGFR) Inhibitor Set to Interrogate the Relationship of EGFR and GAK in Chordoma. J Med Chem 2019; 62:4772-4778. [DOI: 10.1021/acs.jmedchem.9b00350] [Citation(s) in RCA: 31] [Impact Index Per Article: 6.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/03/2023]
Affiliation(s)
- Christopher R. M. Asquith
- Structural Genomics Consortium, UNC Eshelman School of Pharmacy, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina 27599, United States
- Department of Pharmacology, School of Medicine, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina 27599, United States
| | - Kaleb M. Naegeli
- UNC Catalyst for Rare Diseases, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina 27599, United States
| | - Michael P. East
- Department of Pharmacology, School of Medicine, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina 27599, United States
| | - Tuomo Laitinen
- School of Pharmacy, Faculty of Health Sciences, University of Eastern Finland, 70211 Kuopio, Finland
| | - Tammy M. Havener
- UNC Catalyst for Rare Diseases, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina 27599, United States
| | - Carrow I. Wells
- Structural Genomics Consortium, UNC Eshelman School of Pharmacy, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina 27599, United States
| | - Gary L. Johnson
- Department of Pharmacology, School of Medicine, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina 27599, United States
| | - David H. Drewry
- Structural Genomics Consortium, UNC Eshelman School of Pharmacy, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina 27599, United States
| | - William J. Zuercher
- Structural Genomics Consortium, UNC Eshelman School of Pharmacy, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina 27599, United States
- Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina 27599, United States
| | - David C. Morris
- UNC Catalyst for Rare Diseases, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina 27599, United States
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20
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Liang C, Ma Y, Yong L, Yang C, Wang P, Liu X, Zhu B, Zhou H, Liu X, Liu Z. Y-box binding protein-1 promotes tumorigenesis and progression via the epidermal growth factor receptor/AKT pathway in spinal chordoma. Cancer Sci 2018; 110:166-179. [PMID: 30426615 PMCID: PMC6317961 DOI: 10.1111/cas.13875] [Citation(s) in RCA: 22] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/27/2018] [Revised: 11/01/2018] [Accepted: 11/06/2018] [Indexed: 12/27/2022] Open
Abstract
Chordomas are rare bone tumors with a poor prognosis and no approved targeted therapy. Y‐box binding protein‐1 (YBX1) promotes tumor growth, invasion and drug resistance. However, the role of YBX1 in chordoma is unclear. In this study, we examined the expression of YBX1 using immunohistochemistry and found that YBX1 was significantly upregulated in 32 chordoma tissues compared to distant normal tissues. In addition, YBX1 upregulation was associated with surrounding tissue invasion, recurrence and poor prognosis. Biological function studies demonstrated that YBX1 promoted cell proliferation and invasion, accelerated G1/S phase transition, and inhibited apoptosis. Further investigation revealed that YBX1 enhanced epidermal growth factor receptor (EGFR) transcription by directly binding to its promoter in chordoma cells. YBX1 regulated protein expression of p‐EGFR, p‐AKT and its downstream target genes that influenced cell apoptosis, cell cycle transition and cell invasion. YBX1 activated the EGFR/AKT pathway in chordoma and YBX1‐induced elevated expression of key molecules in the EGFR/AKT pathway were downregulated by EGFR and AKT pathway inhibitors. These in vitro results were further confirmed by in vivo data. These data showed that YBX1 promoted tumorigenesis and progression in spinal chordoma via the EGFR/AKT pathway. YBX1 might serve as a prognostic and predictive biomarker, as well as a rational therapeutic target, for chordoma.
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Affiliation(s)
- Chen Liang
- Department of Orthopedics, Peking University Third Hospital, Beijing, China
| | - Yunlong Ma
- Center for Pain Medicine, Peking University Third Hospital, Beijing, China
| | - Lei Yong
- Department of Orthopedics, Peking University Third Hospital, Beijing, China
| | - Chenlong Yang
- Department of Orthopedics, Peking University Third Hospital, Beijing, China
| | - Peng Wang
- Department of Orthopedics, Peking University Third Hospital, Beijing, China
| | - Xiao Liu
- Department of Orthopedics, Peking University Third Hospital, Beijing, China
| | - Bin Zhu
- Center for Pain Medicine, Peking University Third Hospital, Beijing, China
| | - Hua Zhou
- Department of Orthopedics, Peking University Third Hospital, Beijing, China
| | - Xiaoguang Liu
- Department of Orthopedics, Peking University Third Hospital, Beijing, China
| | - Zhongjun Liu
- Department of Orthopedics, Peking University Third Hospital, Beijing, China
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21
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Liang WS, Dardis C, Helland A, Sekar S, Adkins J, Cuyugan L, Enriquez D, Byron S, Little AS. Identification of therapeutic targets in chordoma through comprehensive genomic and transcriptomic analyses. Cold Spring Harb Mol Case Stud 2018; 4:mcs.a003418. [PMID: 30322893 PMCID: PMC6318766 DOI: 10.1101/mcs.a003418] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/30/2018] [Accepted: 10/04/2018] [Indexed: 01/12/2023] Open
Abstract
Chordoma is a rare, orphan cancer arising from embryonal precursors of bone. Surgery and radiotherapy (RT) provide excellent local control, often at the price of significant morbidity because of the structures involved and the need for relatively high doses of RT; however, recurrence remains high. Although our understanding of the genetic changes that occur in chordoma is evolving rapidly, this knowledge has yet to translate into treatments. We performed comprehensive DNA (paired tumor/normal whole-exome and shallow whole-genome) and RNA (tumor whole-transcriptome) next-generation sequencing analyses of archival sacral and clivus chordoma specimens. Incorporation of transcriptomic data enabled the identification of gene overexpression and expressed DNA alterations, thus providing additional support for potential therapeutic targets. In three patients, we identified alterations that may be amenable to off-label FDA-approved treatments for other tumor types. These alterations include FGFR1 overexpression (ponatinib, pazopanib) and copy-number duplication of CDK4 (palbociclib) and ERBB3 (gefitinib). In a third patient, germline DNA demonstrated predicted pathogenic changes in CHEK2 and ATM, which may have predisposed the patient to developing chordoma at a young age and may also be associated with potential sensitivity to PARP inhibitors because of homologous recombination repair deficiency. Last, in the fourth patient, a missense mutation in IGF1R was identified, suggesting potential activity for investigational anti-IGF1R strategies. Our findings demonstrate that chordoma patients present with aberrations in overlapping pathways. These results provide support for targeting the IGF1R/FGFR/EGFR and CDK4/6 pathways as treatment strategies for chordoma patients. This study underscores the value of comprehensive genomic and transcriptomic analysis in the development of rational, individualized treatment plans for chordoma.
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Affiliation(s)
- Winnie S Liang
- Integrated Cancer Genomics Division, Translational Genomics Research Institute, Phoenix, Arizona 85004, USA
| | - Christopher Dardis
- Division of Neurology, Barrow Neurological Institute, St. Joseph's Hospital and Medical Center, Phoenix, Arizona 85013, USA
| | - Adrienne Helland
- Integrated Cancer Genomics Division, Translational Genomics Research Institute, Phoenix, Arizona 85004, USA
| | - Shobana Sekar
- Integrated Cancer Genomics Division, Translational Genomics Research Institute, Phoenix, Arizona 85004, USA
| | - Jonathan Adkins
- Integrated Cancer Genomics Division, Translational Genomics Research Institute, Phoenix, Arizona 85004, USA
| | - Lori Cuyugan
- Integrated Cancer Genomics Division, Translational Genomics Research Institute, Phoenix, Arizona 85004, USA
| | - Daniel Enriquez
- Integrated Cancer Genomics Division, Translational Genomics Research Institute, Phoenix, Arizona 85004, USA
| | - Sara Byron
- Integrated Cancer Genomics Division, Translational Genomics Research Institute, Phoenix, Arizona 85004, USA
| | - Andrew S Little
- Department of Neurosurgery, Barrow Neurological Institute, St. Joseph's Hospital and Medical Center, Phoenix, Arizona 85013, USA
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Fujii R, Schlom J, Hodge JW. A potential therapy for chordoma via antibody-dependent cell-mediated cytotoxicity employing NK or high-affinity NK cells in combination with cetuximab. J Neurosurg 2017; 128:1419-1427. [PMID: 28753113 DOI: 10.3171/2017.1.jns162610] [Citation(s) in RCA: 20] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/25/2022]
Abstract
OBJECTIVE Chordoma is a rare bone tumor derived from the notochord and is resistant to conventional therapies such as chemotherapy, radiotherapy, and targeting therapeutics. Expression of epidermal growth factor receptor (EGFR) in a large proportion of chordoma specimens indicates a potential target for therapeutic intervention. In this study the authors investigated the potential role of the anti-EGFR antibody cetuximab in immunotherapy for chordoma. METHODS Since cetuximab is a monoclonal antibody of the IgG1 isotype, it has the potential to mediate antibody-dependent cell-mediated cytotoxicity (ADCC) employing natural killer (NK) cells as effectors. Polymorphisms in the CD16 allele expressed on NK cells have been shown to influence the degree of ADCC of tumor cells, with the high-affinity valine (V)/V allele being responsible for more lysis than the V/phenylalanine (F) or FF allele. Unfortunately, however, only approximately 10% of the population expresses the VV allele on NK cells. An NK cell line, NK-92, has now been engineered to endogenously express IL-2 and the high-affinity CD16 allele. These irradiated high-affinity (ha)NK cells were analyzed for lysis of chordoma cells with and without cetuximab, and the levels of lysis observed in ADCC were compared with those of NK cells from donors expressing the VV, VF, and FF alleles. RESULTS Here the authors demonstrate for the first time 1) that cetuximab in combination with NK cells can mediate ADCC of chordoma cells; 2) the influence of the NK CD16 polymorphism in cetuximab-mediated ADCC for chordoma cell lysis; 3) that engineered haNK cells-that is, cells transduced to express the CD16 V158 FcγRIIIa receptor-bind cetuximab with similar affinity to normal NK cells expressing the high-affinity VV allele; and 4) that irradiated haNK cells induce ADCC with cetuximab in chordoma cells. CONCLUSIONS These studies provide rationale for the use of cetuximab in combination with irradiated haNK cells for therapy for chordoma.
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23
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Yamaguchi T, Imada H, Iida S, Szuhai K. Notochordal Tumors: An Update on Molecular Pathology with Therapeutic Implications. Surg Pathol Clin 2017; 10:637-656. [PMID: 28797506 DOI: 10.1016/j.path.2017.04.008] [Citation(s) in RCA: 18] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/27/2022]
Abstract
Recent molecular investigations of chordoma show common expression of various receptor tyrosine kinases and activation of downstream signaling pathways contributing to tumor growth and progression. The transcription factor brachyury (also known as T) is important in notochord differentiation, and germline duplication of the gene is often found in familial chordomas. Nuclear expression of brachyury is consistent in chordoma and in benign notochordal cell tumor. Based on the molecular evidence, targeting of several kinds of molecular agents has been attempted for the treatment of uncontrolled chordomas and achieved partial response or stable condition in many cases.
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Affiliation(s)
- Takehiko Yamaguchi
- Department of Pathology, Koshigaya Hospital, Dokkyo Medical University, 2-1-50 Minami-Koshigaya, Koshigaya, Saitama 343-8555, Japan.
| | - Hiroki Imada
- Department of Pathology, Koshigaya Hospital, Dokkyo Medical University, 2-1-50 Minami-Koshigaya, Koshigaya, Saitama 343-8555, Japan
| | - Shun Iida
- Department of Pathology, Koshigaya Hospital, Dokkyo Medical University, 2-1-50 Minami-Koshigaya, Koshigaya, Saitama 343-8555, Japan
| | - Karoly Szuhai
- Department of Molecular Cell Biology, Leiden University Medical Center, PO Box: 9600, Post Zone: R-01-P, Leiden 2300 RC, The Netherlands
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24
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Sarabia-Estrada R, Ruiz-Valls A, Shah SR, Ahmed AK, Ordonez AA, Rodriguez FJ, Guerrero-Cazares H, Jimenez-Estrada I, Velarde E, Tyler B, Li Y, Phillips NA, Goodwin CR, Petteys RJ, Jain SK, Gallia GL, Gokaslan ZL, Quinones-Hinojosa A, Sciubba DM. Effects of primary and recurrent sacral chordoma on the motor and nociceptive function of hindlimbs in rats: an orthotopic spine model. J Neurosurg Spine 2017; 27:215-226. [PMID: 28598292 DOI: 10.3171/2016.12.spine16917] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022]
Abstract
OBJECTIVE Chordoma is a slow-growing, locally aggressive cancer that is minimally responsive to conventional chemotherapy and radiotherapy and has high local recurrence rates after resection. Currently, there are no rodent models of spinal chordoma. In the present study, the authors sought to develop and characterize an orthotopic model of human chordoma in an immunocompromised rat. METHODS Thirty-four immunocompromised rats were randomly allocated to 4 study groups; 22 of the 34 rats were engrafted in the lumbar spine with human chordoma. The groups were as follows: UCH1 tumor-engrafted (n = 11), JHC7 tumor-engrafted (n = 11), sham surgery (n = 6), and intact control (n = 6) rats. Neurological impairment of rats due to tumor growth was evaluated using open field and locomotion gait analysis; pain response was evaluated using mechanical or thermal paw stimulation. Cone beam CT (CBCT), MRI, and nanoScan PET/CT were performed to evaluate bony changes due to tumor growth. On Day 550, rats were killed and spines were processed for H & E-based histological examination and immunohistochemistry for brachyury, S100β, and cytokeratin. RESULTS The spine tumors displayed typical chordoma morphology, that is, physaliferous cells filled with vacuolated cytoplasm of mucoid matrix. Brachyury immunoreactivity was confirmed by immunostaining, in which samples from tumor-engrafted rats showed a strong nuclear signal. Sclerotic lesions in the vertebral body of rats in the UCH1 and JHC7 groups were observed on CBCT. Tumor growth was confirmed using contrast-enhanced MRI. In UCH1 rats, large tumors were observed growing from the vertebral body. JHC7 chordoma-engrafted rats showed smaller tumors confined to the bone periphery compared with UCH1 chordoma-engrafted rats. Locomotion analysis showed a disruption in the normal gait pattern, with an increase in the step length and duration of the gait in tumor-engrafted rats. The distance traveled and the speed of rats in the open field test was significantly reduced in the UCH1 and JHC7 tumor-engrafted rats compared with controls. Nociceptive response to a mechanical stimulus showed a significant (p < 0.001) increase in the paw withdrawal threshold (mechanical hypalgesia). In contrast, the paw withdrawal response to a thermal stimulus decreased significantly (p < 0.05) in tumor-engrafted rats. CONCLUSIONS The authors developed an orthotopic human chordoma model in rats. Rats were followed for 550 days using imaging techniques, including MRI, CBCT, and nanoScan PET/CT, to evaluate lesion progression and bony integrity. Nociceptive evaluations and locomotion analysis were performed during follow-up. This model reproduces cardinal signs, such as locomotor and sensory deficits, similar to those observed clinically in human patients. To the authors' knowledge, this is the first spine rodent model of human chordoma. Its use and further study will be essential for pathophysiology research and the development of new therapeutic strategies.
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Affiliation(s)
| | | | - Sagar R Shah
- Department of Neurologic Surgery, Mayo Clinic, Jacksonville, Florida.,Biomedical Engineering, Johns Hopkins University School of Medicine, Baltimore, Maryland
| | | | - Alvaro A Ordonez
- Pediatrics, Center for Infection and Inflammation Imaging Research
| | | | | | - Ismael Jimenez-Estrada
- Department of Physiology, Biophysics, and Neurosciences, Research Center for Advanced Studies IPN, Mexico City, Mexico
| | | | | | - Yuxin Li
- Department of Neurosurgery, Jinan General Hospital of PLA, Jinan, China
| | | | | | | | - Sanjay K Jain
- Pediatrics, Center for Infection and Inflammation Imaging Research
| | | | - Ziya L Gokaslan
- Department of Neurosurgery, The Warren Alpert Medical School of Brown University, Providence, Rhode Island; and
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Current status and perspectives of patient-derived xenograft models in cancer research. J Hematol Oncol 2017; 10:106. [PMID: 28499452 PMCID: PMC5427553 DOI: 10.1186/s13045-017-0470-7] [Citation(s) in RCA: 191] [Impact Index Per Article: 27.3] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/15/2017] [Accepted: 04/22/2017] [Indexed: 12/15/2022] Open
Abstract
Cancers remain a major public health problem worldwide, which still require profound research in both the basic and preclinical fields. Patient-derived xenograft (PDX) models are created when cancerous cells or tissues from patients' primary tumors are implanted into immunodeficient mice to simulate human tumor biology in vivo, which have been extensively used in cancer research. The routes of implantation appeared to affect the outcome of PDX research, and there has been increasing applications of patient-derived orthotopic xenograft (PDOX) models. In this review, we firstly summarize the methodology to establish PDX models and then go over recent application and function of PDX models in basic cancer research on the areas of cancer characterization, initiation, proliferation, metastasis, and tumor microenvironment and in preclinical explorations of anti-cancer targets, drugs, and therapeutic strategies and finally give our perspectives on the future prospects of PDX models.
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26
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Trapani D, Conforti F, De Pas T. EGFR Inhibition in a Pretreated Sacral Chordoma: A Role for Erlotinib? Case Report and a Brief Review of Literature. Transl Med UniSa 2017; 16:30-33. [PMID: 28775967 PMCID: PMC5536160] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022] Open
Abstract
We describe the case of a 69-year old male with an EGFR- positive Imatinib refractory sacral chordoma with synchronous lung metastases, treated with erlotinib, a first-generation EGFR inhibitor. After disease progression following first-line Imatinib and a combination therapy with everolimus plus metformin, we made a challenge with an EGFR tyrosine kinase inhibitor (EGFR TKI), erlotinib. Despite a brief clinical benefit, the patient presented a rapid clinical deterioration leading to death, after 8 weeks of treatment.
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Affiliation(s)
- D. Trapani
- University of Milan, Department of Oncology and Hematology, Via Festa del Perdono 7, Milan, Italy
- Early Drug Development for innovative therapies, European Institute of Oncology, Via Ripamonti 435, Milan, Italy
| | - F. Conforti
- Melanoma, sarcoma and rare tumors program, European Institute of Oncology, Via Ripamonti 435, Milan, Italy
| | - T. De Pas
- Melanoma, sarcoma and rare tumors program, European Institute of Oncology, Via Ripamonti 435, Milan, Italy
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27
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Tsitouras V, Wang S, Dirks P, Drake J, Bouffet E, Hawkins C, Laughlin S, Rutka JT. Management and outcome of chordomas in the pediatric population: The Hospital for Sick Children experience and review of the literature. J Clin Neurosci 2016; 34:169-176. [DOI: 10.1016/j.jocn.2016.06.003] [Citation(s) in RCA: 22] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/10/2016] [Accepted: 06/13/2016] [Indexed: 12/17/2022]
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28
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Ghaly M, Seelemann C, Jahani-Asl A. A focused compound screen highlights the significance of epidermal growth factor receptor signalling in chordoma pathogenesis. J Pathol 2016; 240:381-383. [PMID: 27538356 DOI: 10.1002/path.4780] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/15/2016] [Revised: 08/07/2016] [Accepted: 08/13/2016] [Indexed: 12/27/2022]
Abstract
Chordoma is a rare primary bone cancer with limited treatment options. Surgical resection followed by radiotherapy has proven effective; however, when, in 30-40% of patients, tumours recur and metastasize, a high level of resistance to chemotherapies leaves these patients with a dearth of treatment options. Recent work published in the Journal of Pathology by Scheipl et al describing a focused compound drug screen highlights the significance of epidermal growth factor receptor (EGFR) signalling in chordoma, and shows potential for EGFR inhibitors as a way forward for developing an effective treatment for chordoma. Importantly, combining EGFR inhibitors with a MET inhibitor induces a synergistic effect on growth inhibition of resistant chordoma cells, highlighting the significance of combined EGFR and MET inhibitors as a potential avenue to defeat chemoresistance in chordoma patients. Copyright © 2016 Pathological Society of Great Britain and Ireland. Published by John Wiley & Sons, Ltd.
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Affiliation(s)
- Mira Ghaly
- Department of Oncology, Faculty of Medicine, McGill University and Lady Davis Medical Research Institute, Jewish General Hospital, Montreal, Quebec, Canada
| | - Corin Seelemann
- Department of Oncology, Faculty of Medicine, McGill University and Lady Davis Medical Research Institute, Jewish General Hospital, Montreal, Quebec, Canada
| | - Arezu Jahani-Asl
- Department of Oncology, Faculty of Medicine, McGill University and Lady Davis Medical Research Institute, Jewish General Hospital, Montreal, Quebec, Canada
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29
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Scheipl S, Barnard M, Cottone L, Jorgensen M, Drewry DH, Zuercher WJ, Turlais F, Ye H, Leite AP, Smith JA, Leithner A, Möller P, Brüderlein S, Guppy N, Amary F, Tirabosco R, Strauss SJ, Pillay N, Flanagan AM. EGFR inhibitors identified as a potential treatment for chordoma in a focused compound screen. J Pathol 2016; 239:320-34. [PMID: 27102572 PMCID: PMC4922416 DOI: 10.1002/path.4729] [Citation(s) in RCA: 60] [Impact Index Per Article: 7.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/19/2015] [Revised: 03/11/2016] [Accepted: 04/10/2016] [Indexed: 12/24/2022]
Abstract
Chordoma is a rare malignant bone tumour with a poor prognosis and limited therapeutic options. We undertook a focused compound screen (FCS) against 1097 compounds on three well-characterized chordoma cell lines; 154 compounds were selected from the single concentration screen (1 µm), based on their growth-inhibitory effect. Their half-maximal effective concentration (EC50 ) values were determined in chordoma cells and normal fibroblasts. Twenty-seven of these compounds displayed chordoma selective cell kill and 21/27 (78%) were found to be EGFR/ERBB family inhibitors. EGFR inhibitors in clinical development were then studied on an extended cell line panel of seven chordoma cell lines, four of which were sensitive to EGFR inhibition. Sapitinib (AstraZeneca) emerged as the lead compound, followed by gefitinib (AstraZeneca) and erlotinib (Roche/Genentech). The compounds were shown to induce apoptosis in the sensitive cell lines and suppressed phospho-EGFR and its downstream pathways in a dose-dependent manner. Analysis of substituent patterns suggested that EGFR-inhibitors with small aniline substituents in the 4-position of the quinazoline ring were more effective than inhibitors with large substituents in that position. Sapitinib showed significantly reduced tumour growth in two xenograft mouse models (U-CH1 xenograft and a patient-derived xenograft, SF8894). One of the resistant cell lines (U-CH2) was shown to express high levels of phospho-MET, a known bypass signalling pathway to EGFR. Neither amplifications (EGFR, ERBB2, MET) nor mutations in EGFR, ERBB2, ERBB4, PIK3CA, BRAF, NRAS, KRAS, PTEN, MET or other cancer gene hotspots were detected in the cell lines. Our findings are consistent with the reported (p-)EGFR expression in the majority of clinical samples, and provide evidence for exploring the efficacy of EGFR inhibitors in the treatment of patients with chordoma and studying possible resistance mechanisms to these compounds in vitro and in vivo. © 2016 The Authors. The Journal of Pathology published by John Wiley & Sons Ltd on behalf of Pathological Society of Great Britain and Ireland.
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Affiliation(s)
- Susanne Scheipl
- University College London Cancer Institute, London, UK
- Department of Orthopaedics and Orthopaedic Surgery, Medical University of Graz, Austria
| | - Michelle Barnard
- University College London Cancer Institute, London, UK
- Cancer Research Technology Discovery Laboratories, Cambridge, UK
- CRUK-MedImmune Alliance Laboratory, Cambridge, UK
| | - Lucia Cottone
- University College London Cancer Institute, London, UK
| | | | - David H Drewry
- GlaxoSmithKline, Research Triangle Park, NC, USA
- SGC-UNC, UNC Eshelman School of Pharmacy, University of North Carolina at Chapel Hill, NC, USA
| | - William J Zuercher
- GlaxoSmithKline, Research Triangle Park, NC, USA
- SGC-UNC, UNC Eshelman School of Pharmacy, University of North Carolina at Chapel Hill, NC, USA
| | - Fabrice Turlais
- Cancer Research Technology Discovery Laboratories, Cambridge, UK
| | - Hongtao Ye
- Department of Histopathology, Royal National Orthopaedic Hospital, Stanmore, UK
| | - Ana P Leite
- University College London Cancer Institute, London, UK
| | - James A Smith
- Cancer Research Technology Discovery Laboratories, Cambridge, UK
| | - Andreas Leithner
- Department of Orthopaedics and Orthopaedic Surgery, Medical University of Graz, Austria
| | | | | | - Naomi Guppy
- University College London Advanced Diagnostics, London, UK
| | - Fernanda Amary
- Department of Histopathology, Royal National Orthopaedic Hospital, Stanmore, UK
| | - Roberto Tirabosco
- Department of Histopathology, Royal National Orthopaedic Hospital, Stanmore, UK
| | | | - Nischalan Pillay
- University College London Cancer Institute, London, UK
- Department of Histopathology, Royal National Orthopaedic Hospital, Stanmore, UK
| | - Adrienne M Flanagan
- University College London Cancer Institute, London, UK
- Department of Histopathology, Royal National Orthopaedic Hospital, Stanmore, UK
- University College London Advanced Diagnostics, London, UK
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30
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Sun X, Hornicek F, Schwab JH. Chordoma: an update on the pathophysiology and molecular mechanisms. Curr Rev Musculoskelet Med 2016; 8:344-52. [PMID: 26493697 DOI: 10.1007/s12178-015-9311-x] [Citation(s) in RCA: 41] [Impact Index Per Article: 5.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/20/2023]
Abstract
Chordoma is a rare low-grade primary malignant skeletal tumor, which is presumed to derive from notochord remnants. The pathogenesis of chordoma has not been fully elucidated. However, recent advances in the molecular biology studies have identified brachyury underlying the initiation and progression of chordoma cells. More efforts have been made on accumulating evidence of the notochordal origin of chordoma, discovering signaling pathways and identifying crucial targets in chordomagenesis. In this review, we summarize the most recent research findings and focus on the pathophysiology and molecular mechanisms of chordoma.
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Affiliation(s)
- Xin Sun
- Section of Orthopedic Oncology, Department of Orthopedic Surgery, Harvard Medical School, Massachusetts General Hospital, Yawkey 355 Fruit Street, Boston, MA, 02114, USA
| | - Francis Hornicek
- Section of Orthopedic Oncology, Department of Orthopedic Surgery, Harvard Medical School, Massachusetts General Hospital, Yawkey 355 Fruit Street, Boston, MA, 02114, USA
| | - Joseph H Schwab
- Section of Orthopedic Oncology, Department of Orthopedic Surgery, Harvard Medical School, Massachusetts General Hospital, Yawkey 355 Fruit Street, Boston, MA, 02114, USA.
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Abstract
PURPOSE OF REVIEW Clival chordomas are rare malignant tumors associated with a poor prognosis. In this article, we review the current literature to identify a variety of strategies that provide guidelines toward the optimal management for this aggressive tumor. RECENT FINDINGS Molecular disease, particularly, the development of characterized chordoma cell lines, has become one of the new cornerstones for the histological diagnosis of chordomas and for the development of effective chemotherapeutic agents against this tumor. Brachyury, a transcription factor in notochord development, seems to provide an excellent diagnostic marker for chordoma and may also prove to be a valuable target for chordoma therapy. Aggressive cytoreductive surgery aiming for gross total resection with maintenance of key neurovascular structures, followed by proton beam or hadron radiation, provides the best local recurrence and overall survival rates. SUMMARY Clival chordomas are locally aggressive tumors that are challenging to treat because of their unique biology, proximity to key neurovascular structures and poor prognosis. Currently, chordomas are optimally managed with aggressive surgery, whilst preserving key structures, and postoperative radiation in a multidisciplinary setting with an experienced team. The advancement of molecular techniques offers exciting future diagnostic and therapeutic options in the management of chordomas.
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Houessinon A, Boone M, Constans JM, Toussaint P, Chauffert B. Sustained response of a clivus chordoma to erlotinib after imatinib failure. Case Rep Oncol 2015; 8:25-9. [PMID: 25762924 PMCID: PMC4342859 DOI: 10.1159/000371843] [Citation(s) in RCA: 19] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/19/2022] Open
Abstract
Chordoma is a rare malignant axial tumour that develops from embryonic remnants of the notochord. Surgery and irradiation are the standard initial treatment. However, local recurrence is frequent and cytotoxic chemotherapy is inefficient. Transient activity of imatinib, a platelet-derived growth factor receptor inhibitor, was described in a phase II study. Activity of epidermal growth factor receptor (EGFR) inhibitors (erlotinib, gefitinib) has also been shown in a few recent case reports. We describe a 68-year-old female in whom clivus chordoma recurred after surgery and radiotherapy. The tumour progressed despite imatinib treatment. A partial and sustained response (28+ months) was obtained using erlotinib, an EGFR inhibitor. Erlotinib should be evaluated in a prospective trial investigating new potential therapies against recurrent chordoma.
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Affiliation(s)
| | - Mathieu Boone
- University Hospital, Department of Oncology CHU, Amiens, France
| | | | | | - Bruno Chauffert
- University Hospital, Department of Oncology CHU, Amiens, France
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Scheil-Bertram S. [Novel molecular aspects of chordomas]. DER PATHOLOGE 2014; 35 Suppl 2:237-41. [PMID: 25394972 DOI: 10.1007/s00292-014-1986-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 10/24/2022]
Abstract
Chordomas are rare and slowly growing malignant bone tumors which mostly occur in adults. These bone tumors are characterized by epithelial and mesenchymal aspects. It is suggested that they arise from remnants of the notochord because they are found along the axial skeleton (e.g. clival, spinal and sacrococcygeal locations). It appears that cytogenetic aberrations are not randomly found in this tumor group. Loss of chromosomal material (e.g. 1p, 3p, 10q, 13q and 14q) is more frequently found than gain of material (e.g. 7q, especially 7q33). Several studies demonstrated brachyury expression (T; 6q27) as a possible candidate gene in the oncogenesis of chordomas (e.g. knock down in the chordoma cell line U-CH1). So far therapy consists of complete resection and irradiation, e.g. with carbon ions. Targeting therapy is not yet established in routine protocols but phase II studies with tyrosine kinase inhibitors have shown partial response of tumors and, in some studies stabilization of the disease has been described.
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Affiliation(s)
- S Scheil-Bertram
- Institut für Pathologie und Zytologie, Dr. Horst Schmidt Klinik GmbH, Ludwig-Erhard-Str. 100, 65199, Wiesbaden, Deutschland,
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PD-1, PD-L1, PD-L2 expression in the chordoma microenvironment. J Neurooncol 2014; 121:251-9. [PMID: 25349132 DOI: 10.1007/s11060-014-1637-5] [Citation(s) in RCA: 53] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/05/2014] [Accepted: 10/18/2014] [Indexed: 12/31/2022]
Abstract
Chordomas are rare malignant tumors that are postulated to arise from remnants of the notochord. Currently, the interaction between chordomas and the host immune system is poorly understood. The checkpoint protein, PD-1 is expressed by circulating lymphocytes and is a marker of activation and exhaustion. Its ligands, PD-L1 (B7-H1, CD274) and PD-L2 (B7-DC, CD273), are expressed on a variety of human cancers; however this pathway has not been previously reported in chordomas. We used flow cytometric and RT-PCR analysis in three established primary and recurrent chordoma cell lines (U-CH1, U-CH2, and JHC7) as well as immunohistochemical analysis of chordoma tissues from 10 patients to identify and localize expression of PD-1 pathway proteins. PD-1 ligands are not constitutively expressed by chordoma cells, but their expression is induced in the setting of pro-inflammatory cytokines in all cell lines examined. In paraffin embedded tissues, we found that tumor infiltrating lymphocytes expressed PD-1 in 3/6 cases. We also found that, although chordoma cells did not express significant levels of PD-L1, PD-L1 expression was observed on tumor-infiltrating macrophages and tumor infiltrating lymphocytes. Our study suggests that PD-1, PD-L1, and PD-L2 are present in the microenvironment of a subset of chordomas analyzed. Future studies are needed to evaluate the contribution of the PD-1 pathway to the immunosuppressive microenvironment of chordomas.
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Ziegler YS, Moresco JJ, Tu PG, Yates JR, Nardulli AM. Plasma membrane proteomics of human breast cancer cell lines identifies potential targets for breast cancer diagnosis and treatment. PLoS One 2014; 9:e102341. [PMID: 25029196 PMCID: PMC4100819 DOI: 10.1371/journal.pone.0102341] [Citation(s) in RCA: 39] [Impact Index Per Article: 3.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/08/2014] [Accepted: 06/16/2014] [Indexed: 01/06/2023] Open
Abstract
The use of broad spectrum chemotherapeutic agents to treat breast cancer results in substantial and debilitating side effects, necessitating the development of targeted therapies to limit tumor proliferation and prevent metastasis. In recent years, the list of approved targeted therapies has expanded, and it includes both monoclonal antibodies and small molecule inhibitors that interfere with key proteins involved in the uncontrolled growth and migration of cancer cells. The targeting of plasma membrane proteins has been most successful to date, and this is reflected in the large representation of these proteins as targets of newer therapies. In view of these facts, experiments were designed to investigate the plasma membrane proteome of a variety of human breast cancer cell lines representing hormone-responsive, ErbB2 over-expressing and triple negative cell types, as well as a benign control. Plasma membranes were isolated by using an aqueous two-phase system, and the resulting proteins were subjected to mass spectrometry analysis. Overall, each of the cell lines expressed some unique proteins, and a number of proteins were expressed in multiple cell lines, but in patterns that did not always follow traditional clinical definitions of breast cancer type. From our data, it can be deduced that most cancer cells possess multiple strategies to promote uncontrolled growth, reflected in aberrant expression of tyrosine kinases, cellular adhesion molecules, and structural proteins. Our data set provides a very rich and complex picture of plasma membrane proteins present on breast cancer cells, and the sorting and categorizing of this data provides interesting insights into the biology, classification, and potential treatment of this prevalent and debilitating disease.
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Affiliation(s)
- Yvonne S. Ziegler
- Department of Molecular and Integrative Physiology, University of Illinois at Urbana-Champaign, Urbana, Illinois, United States of America
| | - James J. Moresco
- Department of Chemical Physiology, The Scripps Research Institute, La Jolla, California, United States of America
| | - Patricia G. Tu
- Department of Chemical Physiology, The Scripps Research Institute, La Jolla, California, United States of America
| | - John R. Yates
- Department of Chemical Physiology, The Scripps Research Institute, La Jolla, California, United States of America
| | - Ann M. Nardulli
- Department of Molecular and Integrative Physiology, University of Illinois at Urbana-Champaign, Urbana, Illinois, United States of America
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