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Xu H, Chen X, Sun Y, Hu X, Zhang X, Wang Y, Tang Q, Zhu Q, Song K, Chen H, Sheng X, Yao Y, Zhuang D, Chen L, Mao Y, Qin Z. Comprehensive molecular characterization of long-term glioblastoma survivors. Cancer Lett 2024; 593:216938. [PMID: 38734160 DOI: 10.1016/j.canlet.2024.216938] [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: 01/30/2024] [Revised: 05/01/2024] [Accepted: 05/02/2024] [Indexed: 05/13/2024]
Abstract
Fewer than 5 % glioblastoma (GBM) patients survive over five years and are termed long-term survivors (LTS), yet their molecular background is unclear. The present cohort included 72 isocitrate dehydrogenase (IDH)-wildtype GBM patients, consisting of 35 LTS and 37 short-term survivors (STS), and we employed whole exome sequencing, RNA-seq and DNA methylation array to delineate this largest LTS cohort to date. Although LTS and STS demonstrated analogous clinical characters and classical GBM biomarkers, CASC5 (P = 0.002) and SPEN (P = 0.013) mutations were enriched in LTS, whereas gene-to-gene fusions were concentrated in STS (P = 0.007). Importantly, LTS exhibited higher tumor mutation burden (P < 0.001) and copy number (CN) increase (P = 0.013), but lower mutant-allele tumor heterogeneity score (P < 0.001) and CN decrease (P = 0.026). Additionally, LTS demonstrated hypermethylated genome (P < 0.001) relative to STS. Differentially expressed and methylated genes both enriched in olfactory transduction. Further, analysis of the tumor microenvironment revealed higher infiltration of M1 macrophages (P = 0.043), B cells (P = 0.016), class-switched memory B cells (P = 0.002), central memory CD4+ T cells (P = 0.031) and CD4+ Th1 cells (P = 0.005) in LTS. We also separately analyzed a subset of patients who were methylation class-defined GBM, contributing 70.8 % of the entire cohort, and obtained similar results relative to prior analyses. Finally, we demonstrated that LTS and STS could be distinguished using a subset of molecular features. Taken together, the present study delineated unique molecular attributes of LTS GBM.
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Affiliation(s)
- Hao Xu
- Department of Neurosurgery, Huashan Hospital, Fudan University, Shanghai, China; National Center for Neurological Disorders, Shanghai, China; Shanghai Key Laboratory of Brain Function Restoration and Neural Regeneration, Shanghai, China
| | - Xinyu Chen
- Department of Breast and Urologic Medical Oncology, Fudan University Shanghai Cancer Center, Shanghai Medical College, Fudan University, Shanghai, China
| | - Ying Sun
- GenomiCare Biotechnology (Shanghai) Co. Ltd., Shanghai, China; Department of Data Science, Shanghai CreateCured Biotechnology Co. Ltd., Shanghai, China
| | - Xiaomu Hu
- Department of Pathology, Huashan Hospital, Fudan University, Shanghai, China
| | - Xuan Zhang
- GenomiCare Biotechnology (Shanghai) Co. Ltd., Shanghai, China
| | - Ye Wang
- Department of Neurosurgery, Huashan Hospital, Fudan University, Shanghai, China; National Center for Neurological Disorders, Shanghai, China; Shanghai Key Laboratory of Brain Function Restoration and Neural Regeneration, Shanghai, China
| | - Qisheng Tang
- Department of Neurosurgery, Huashan Hospital, Fudan University, Shanghai, China; National Center for Neurological Disorders, Shanghai, China; Shanghai Key Laboratory of Brain Function Restoration and Neural Regeneration, Shanghai, China
| | - Qiongji Zhu
- Department of Neurosurgery, Huashan Hospital, Fudan University, Shanghai, China; National Center for Neurological Disorders, Shanghai, China; Shanghai Key Laboratory of Brain Function Restoration and Neural Regeneration, Shanghai, China
| | - Kun Song
- Department of Neurosurgery, Huashan Hospital, Fudan University, Shanghai, China; National Center for Neurological Disorders, Shanghai, China; Shanghai Key Laboratory of Brain Function Restoration and Neural Regeneration, Shanghai, China
| | - Hong Chen
- Department of Pathology, Huashan Hospital, Fudan University, Shanghai, China
| | - Xiaofang Sheng
- Department of Radiation Oncology, Huashan Hospital, Fudan University, Shanghai, China
| | - Yu Yao
- Department of Neurosurgery, Huashan Hospital, Fudan University, Shanghai, China; National Center for Neurological Disorders, Shanghai, China; Shanghai Key Laboratory of Brain Function Restoration and Neural Regeneration, Shanghai, China
| | - Dongxiao Zhuang
- Department of Neurosurgery, Huashan Hospital, Fudan University, Shanghai, China; National Center for Neurological Disorders, Shanghai, China; Shanghai Key Laboratory of Brain Function Restoration and Neural Regeneration, Shanghai, China
| | - Lingchao Chen
- Department of Neurosurgery, Huashan Hospital, Fudan University, Shanghai, China; National Center for Neurological Disorders, Shanghai, China; Shanghai Key Laboratory of Brain Function Restoration and Neural Regeneration, Shanghai, China.
| | - Ying Mao
- Department of Neurosurgery, Huashan Hospital, Fudan University, Shanghai, China; National Center for Neurological Disorders, Shanghai, China; Shanghai Key Laboratory of Brain Function Restoration and Neural Regeneration, Shanghai, China.
| | - Zhiyong Qin
- Department of Neurosurgery, Huashan Hospital, Fudan University, Shanghai, China; National Center for Neurological Disorders, Shanghai, China; Shanghai Key Laboratory of Brain Function Restoration and Neural Regeneration, Shanghai, China.
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Kamenskikh EM, Krygina AY, Gomboeva SC, Zhailebaeva D, Koval DP, Kicherov NA, Otchurzhap CN, Birulina YG, Alifirova VM. [Biobanking in clinical trials involving multiple sclerosis patients]. Zh Nevrol Psikhiatr Im S S Korsakova 2024; 124:7-15. [PMID: 39175234 DOI: 10.17116/jnevro20241240727] [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] [Indexed: 08/24/2024]
Abstract
Investigation of multiple sclerosis (MS) pathogenesis requires sophisticated analytical tools of precision medicine, such as omics research, which include genomics, microbiomics and metabolomics (proteomics, lipidomics and glycomics). Such sensitive methods are based on careful preanalytical work with biomaterials to maintain quality and obtain objective results. Implementation of biobanking as a universal method for working with biomaterials will help to standardize the stages of research, compare different scientific team's results. Collaboration of MS researchers with large biobanks can also help to conduct multicenter and long-term prospective studies, to include a wide number of patients. In this article, we analyze the experience of biobanking practice technologies in studies of MS patients and share the experience of partnership between the Center for MS of the Tomsk Region and the Bank of Biological Material of the Siberian State Medical University.
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Affiliation(s)
| | - A Yu Krygina
- Siberian State Medical University, Tomsk, Russia
| | | | | | - D P Koval
- Siberian State Medical University, Tomsk, Russia
| | - N A Kicherov
- Siberian State Medical University, Tomsk, Russia
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Ma Y, Shi F, Sun T, Chen H, Cheng H, Liu X, Wu S, Lu J, Zou Y, Zhang J, Jin L, Shen D, Wu J. Histopathological auxiliary system for brain tumour (HAS-Bt) based on weakly supervised learning using a WHO CNS5-style pipeline. J Neurooncol 2023; 163:71-82. [PMID: 37173511 DOI: 10.1007/s11060-023-04306-6] [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: 02/11/2023] [Accepted: 03/31/2023] [Indexed: 05/15/2023]
Abstract
PURPOSE Classification and grading of central nervous system (CNS) tumours play a critical role in the clinic. When WHO CNS5 simplifies the histopathology diagnosis and places greater emphasis on molecular pathology, artificial intelligence (AI) has been widely used to meet the increased need for an automatic histopathology scheme that could liberate pathologists from laborious work. This study was to explore the diagnosis scope and practicality of AI. METHODS A one-stop Histopathology Auxiliary System for Brain tumours (HAS-Bt) is introduced based on a pipeline-structured multiple instance learning (pMIL) framework developed with 1,385,163 patches from 1038 hematoxylin and eosin (H&E) slides. The system provides a streamlined service including slide scanning, whole-slide image (WSI) analysis and information management. A logical algorithm is used when molecular profiles are available. RESULTS The pMIL achieved an accuracy of 0.94 in a 9-type classification task on an independent dataset composed of 268 H&E slides. Three auxiliary functions are developed and a built-in decision tree with multiple molecular markers is used to automatically formed integrated diagnosis. The processing efficiency was 443.0 s per slide. CONCLUSION HAS-Bt shows outstanding performance and provides a novel aid for the integrated neuropathological diagnostic workflow of brain tumours using CNS 5 pipeline.
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Affiliation(s)
- Yixin Ma
- Glioma Surgery Division, Neurologic Surgery Department, Huashan Hospital Fudan University, Shanghai, China
- National Center for Neurological Disorders, Huashan Hospital Fudan University, Shanghai, China
| | - Feng Shi
- Department of Research and Development, Shanghai United Imaging Intelligence Co., Ltd., Shanghai, China
| | - Tianyang Sun
- Department of Research and Development, Shanghai United Imaging Intelligence Co., Ltd., Shanghai, China
| | - Hong Chen
- National Center for Neurological Disorders, Huashan Hospital Fudan University, Shanghai, China
- Department of Pathology, Huashan Hospital Fudan University, Shanghai, China
| | - Haixia Cheng
- National Center for Neurological Disorders, Huashan Hospital Fudan University, Shanghai, China
- Department of Pathology, Huashan Hospital Fudan University, Shanghai, China
| | - Xiaojia Liu
- National Center for Neurological Disorders, Huashan Hospital Fudan University, Shanghai, China
- Department of Pathology, Huashan Hospital Fudan University, Shanghai, China
| | - Shuai Wu
- Glioma Surgery Division, Neurologic Surgery Department, Huashan Hospital Fudan University, Shanghai, China
- National Center for Neurological Disorders, Huashan Hospital Fudan University, Shanghai, China
| | - Junfeng Lu
- Glioma Surgery Division, Neurologic Surgery Department, Huashan Hospital Fudan University, Shanghai, China
- National Center for Neurological Disorders, Huashan Hospital Fudan University, Shanghai, China
| | - Yaping Zou
- Wuhan Zhongji Biotechnology Co., Ltd, Wuhan, China
| | - Jun Zhang
- Wuhan Zhongji Biotechnology Co., Ltd, Wuhan, China
| | - Lei Jin
- Glioma Surgery Division, Neurologic Surgery Department, Huashan Hospital Fudan University, Shanghai, China.
- National Center for Neurological Disorders, Huashan Hospital Fudan University, Shanghai, China.
| | - Dinggang Shen
- Department of Research and Development, Shanghai United Imaging Intelligence Co., Ltd., Shanghai, China.
- School of Biomedical Engineering, ShanghaiTech University, Shanghai, China.
- Shanghai Clinical Research and Trial Center, Shanghai, China.
| | - Jinsong Wu
- Glioma Surgery Division, Neurologic Surgery Department, Huashan Hospital Fudan University, Shanghai, China.
- National Center for Neurological Disorders, Huashan Hospital Fudan University, Shanghai, China.
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Chen C, Xu H, Song K, Zhang Y, Zhang J, Wang Y, Sheng X, Chen L, Qin Z. Tumor Treating Fields Combine with Temozolomide for Newly Diagnosed Glioblastoma: A Retrospective Analysis of Chinese Patients in a Single Center. J Clin Med 2022; 11:jcm11195855. [PMID: 36233722 PMCID: PMC9570572 DOI: 10.3390/jcm11195855] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/12/2022] [Revised: 08/05/2022] [Accepted: 09/26/2022] [Indexed: 12/05/2022] Open
Abstract
Introduction: TTFields plus Temozolomide (TTFields/TMZ) extended survival versus TMZ alone in newly diagnosed glioblastoma (GBM) patients in the EF-14 trial. We have reported a retrospective analysis of newly diagnosed Chinese GBM patients who received TTFields/TMZ treatment and TMZ treatment from August 2018 to May 2021 in Huashan hospital in Shanghai. Methods: Overall survival (OS) and progression-free survival (PFS) curves were constructed using the Kaplan−Meier method. A Cox proportional hazards regression model, propensity score matched data, and inverse probability of treatment weighting (IPTW) based on propensity score were used to assess the effect of TTFields and account for confounding factors. Results: In the preliminary analysis, the median PFS in TTFields/TMZ group was 16 months (95% CI, 9.6−24.6) versus 11 months (95% CI, 9−12) in TMZ group (p < 0.05). Median overall survival was 21.8 months (95% CI, 17.4-NA) with TTFields/TMZ versus 15 months (HR = 0.43; 95% CI, 13−18) with TMZ alone. The multivariate analysis identified surgery type, STUPP scheme, IDH status, and TTFields use as favorable prognostic factors. After PSM adjustment, the variate among the groups was similar, except that the methylation rate of MGMT promoter remained high in the TMZ group (12 v 32 months; p = 0.011). Upon IPTW Survival analysis, TTFields was associated with a significantly lower risk of death (HR = 0.19 in OS; 95% CI, 0.09−0.41) and progression (HR = 0.35; 95% CI 0.14−0.9) compared with TMZ group. Conclusion: In the final analysis of our single-center Chinese patients with glioblastoma, adding TTFields to temozolomide chemotherapy resulted in statistically significant improvement in PFS and OS.
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Affiliation(s)
- Chunjui Chen
- Department of Neurosurgery, Huashan Hospital, Fudan University, Shanghai 200040, China
- National Center for Neurological Disorders, Shanghai 200040, China
- Shanghai Key Laboratory of Brain Function Restoration and Neural Regeneration, Shanghai 200040, China
- Neurosurgical Institute of Fudan University, Shanghai 200040, China
- Shanghai Clinical Medical Center of Neurosurgery, Shanghai 200040, China
| | - Hao Xu
- Department of Neurosurgery, Huashan Hospital, Fudan University, Shanghai 200040, China
- National Center for Neurological Disorders, Shanghai 200040, China
- Shanghai Key Laboratory of Brain Function Restoration and Neural Regeneration, Shanghai 200040, China
- Neurosurgical Institute of Fudan University, Shanghai 200040, China
- Shanghai Clinical Medical Center of Neurosurgery, Shanghai 200040, China
| | - Kun Song
- Department of Neurosurgery, Huashan Hospital, Fudan University, Shanghai 200040, China
- National Center for Neurological Disorders, Shanghai 200040, China
- Shanghai Key Laboratory of Brain Function Restoration and Neural Regeneration, Shanghai 200040, China
- Neurosurgical Institute of Fudan University, Shanghai 200040, China
- Shanghai Clinical Medical Center of Neurosurgery, Shanghai 200040, China
| | - Yi Zhang
- Department of Neurosurgery, Huashan Hospital, Fudan University, Shanghai 200040, China
- National Center for Neurological Disorders, Shanghai 200040, China
- Shanghai Key Laboratory of Brain Function Restoration and Neural Regeneration, Shanghai 200040, China
- Neurosurgical Institute of Fudan University, Shanghai 200040, China
- Shanghai Clinical Medical Center of Neurosurgery, Shanghai 200040, China
| | - Junyan Zhang
- Bothwin Clinical Study Consultant, Shanghai 201702, China
- Branch of Clinical Epidemiology and Evidence-Based Medicine, Shanghai Medical Association, Shanghai 200040, China
| | - Yang Wang
- Department of Radiation Oncology, Huashan Hospital, Fudan University, Shanghai 200040, China
| | - Xiaofang Sheng
- Department of Radiation Oncology, Huashan Hospital, Fudan University, Shanghai 200040, China
| | - Lingchao Chen
- Department of Neurosurgery, Huashan Hospital, Fudan University, Shanghai 200040, China
- National Center for Neurological Disorders, Shanghai 200040, China
- Shanghai Key Laboratory of Brain Function Restoration and Neural Regeneration, Shanghai 200040, China
- Neurosurgical Institute of Fudan University, Shanghai 200040, China
- Shanghai Clinical Medical Center of Neurosurgery, Shanghai 200040, China
- Correspondence: (L.C.); (Z.Q.)
| | - Zhiyong Qin
- Department of Neurosurgery, Huashan Hospital, Fudan University, Shanghai 200040, China
- National Center for Neurological Disorders, Shanghai 200040, China
- Shanghai Key Laboratory of Brain Function Restoration and Neural Regeneration, Shanghai 200040, China
- Neurosurgical Institute of Fudan University, Shanghai 200040, China
- Shanghai Clinical Medical Center of Neurosurgery, Shanghai 200040, China
- Correspondence: (L.C.); (Z.Q.)
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Li T, Yang Z, Li H, Zhu J, Wang Y, Tang Q, Shi Z. Phospholipase Cγ1 (PLCG1) overexpression is associated with tumor growth and poor survival in IDH wild-type lower-grade gliomas in adult patients. J Transl Med 2022; 102:143-153. [PMID: 34697421 PMCID: PMC8784314 DOI: 10.1038/s41374-021-00682-7] [Citation(s) in RCA: 20] [Impact Index Per Article: 10.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/02/2021] [Revised: 09/23/2021] [Accepted: 09/24/2021] [Indexed: 12/20/2022] Open
Abstract
Gliomas are the most common and recalcitrant intracranial tumors, approximately a quarter of which are classified as lower-grade gliomas (WHO II-III). Although the prognosis of lower-grade gliomas (LGGs) is significantly better than that of higher-grade gliomas, as a highly heterogeneous tumor type, the prognosis of LGGs varies greatly based on the molecular diagnosis. IDH wild-type used to be regarded as a dismal prognostic biomarker in LGGs; however, several studies revealed that IDH wild-type LGGs might not always be equivalent to glioblastoma (WHO IV). Hence, we hypothesize that underlying biological events in LGGs can result in different prognosis. In our study, transcriptome profiling was performed in 24 samples of LGG, and the results showed that the expression of phospholipase Cγ1 (PLCG1) was significantly correlated with IDH1/2 status and patients' clinical outcome. Furthermore, the cancer genome atlas (TCGA) and the Chinese glioma genome atlas (CGGA) databases verified that elevated PLCG1 expression was associated with tumor progression and poor survival in LGG patients. Moreover, PLCG1-targeted siRNA dramatically affected the growth, migration and invasiveness of IDH wild-type LGG cell lines. In in vitro and in vivo experiments, the PLC-targeted drug significantly suppressed the tumor growth of IDH wild-type LGG cell lines in vitro and tumors in mouse models. Taken together, our results demonstrated that higher PLCG1 expression was associated with tumor growth and worse prognosis in IDH wild-type LGGs and PLCG1 could serve as a potential therapeutic target for IDH wild-type LGG patients.
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Affiliation(s)
- Tianwen Li
- Department of Neurosurgery, Huashan Hospital, Fudan University, Shanghai, China
- National Center for Neurological Disorders, Shanghai, China
- Institute of Neurosurgery, Fudan University, Shanghai, China
| | - Zhipeng Yang
- National Center for Neurological Disorders, Shanghai, China
- Institute of Engineering, Fudan University, Shanghai, China
| | - Haoyuan Li
- Department of Neurosurgery, Huashan Hospital, Fudan University, Shanghai, China
- National Center for Neurological Disorders, Shanghai, China
| | - Jingjing Zhu
- National Center for Neurological Disorders, Shanghai, China
- Department of Pathology, Huashan Hospital, Fudan University, Shanghai, China
| | - Ye Wang
- National Center for Neurological Disorders, Shanghai, China
- Institute of Neurosurgery, Fudan University, Shanghai, China
| | - Qisheng Tang
- National Center for Neurological Disorders, Shanghai, China.
- Institute of Neurosurgery, Fudan University, Shanghai, China.
| | - Zhifeng Shi
- Department of Neurosurgery, Huashan Hospital, Fudan University, Shanghai, China.
- National Center for Neurological Disorders, Shanghai, China.
- Institute of Neurosurgery, Fudan University, Shanghai, China.
- Shanghai Key Laboratory of Neural Regeneration and Brain Function Restoration, Shanghai, China.
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Bridging gaps between images and data: a systematic update on imaging biobanks. Eur Radiol 2022; 32:3173-3186. [PMID: 35001159 DOI: 10.1007/s00330-021-08431-6] [Citation(s) in RCA: 9] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/24/2021] [Revised: 10/01/2021] [Accepted: 10/22/2021] [Indexed: 12/11/2022]
Abstract
BACKGROUND AND OBJECTIVE The systematic collection of medical images combined with imaging biomarkers and patient non-imaging data is the core concept of imaging biobanks, a key element for fuelling the development of modern precision medicine. Our purpose is to review the existing image repositories fulfilling the criteria for imaging biobanks. METHODS Pubmed, Scopus and Web of Science were searched for articles published in English from January 2010 to July 2021 using a combination of the terms: "imaging" AND "biobanks" and "imaging" AND "repository". Moreover, the Community Research and Development Information Service (CORDIS) database ( https://cordis.europa.eu/projects ) was searched using the terms: "imaging" AND "biobanks", also including collections, projects, project deliverables, project publications and programmes. RESULTS Of 9272 articles retrieved, only 54 related to biobanks containing imaging data were finally selected, of which 33 were disease-oriented (61.1%) and 21 population-based (38.9%). Most imaging biobanks were European (26/54, 48.1%), followed by American biobanks (20/54, 37.0%). Among disease-oriented biobanks, the majority were focused on neurodegenerative (9/33, 27.3%) and oncological diseases (9/33, 27.3%). The number of patients enrolled ranged from 240 to 3,370,929, and the imaging modality most frequently involved was MRI (40/54, 74.1%), followed by CT (20/54, 37.0%), PET (13/54, 24.1%), and ultrasound (12/54, 22.2%). Most biobanks (38/54, 70.4%) were accessible under request. CONCLUSIONS Imaging biobanks can serve as a platform for collecting, sharing and analysing medical images integrated with imaging biomarkers, biological and clinical data. A relatively small proportion of current biobanks also contain images and can thus be classified as imaging biobanks. KEY POINTS • Imaging biobanks are a powerful tool for large-scale collection and processing of medical images integrated with imaging biomarkers and patient non-imaging data. • Most imaging biobanks retrieved were European, disease-oriented and accessible under user request. • While many biobanks have been developed so far, only a relatively small proportion of them are imaging biobanks.
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Jin L, Shi F, Chun Q, Chen H, Ma Y, Wu S, Hameed NUF, Mei C, Lu J, Zhang J, Aibaidula A, Shen D, Wu J. Artificial intelligence neuropathologist for glioma classification using deep learning on hematoxylin and eosin stained slide images and molecular markers. Neuro Oncol 2021; 23:44-52. [PMID: 32663285 PMCID: PMC7850049 DOI: 10.1093/neuonc/noaa163] [Citation(s) in RCA: 59] [Impact Index Per Article: 19.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/21/2022] Open
Abstract
BACKGROUND Pathological diagnosis of glioma subtypes is essential for treatment planning and prognosis. Standard histological diagnosis of glioma is based on postoperative hematoxylin and eosin stained slides by neuropathologists. With advancing artificial intelligence (AI), the aim of this study was to determine whether deep learning can be applied to glioma classification. METHODS A neuropathological diagnostic platform is designed comprising a slide scanner and deep convolutional neural networks (CNNs) to classify 5 major histological subtypes of glioma to assist pathologists. The CNNs were trained and verified on over 79 990 histological patch images from 267 patients. A logical algorithm is used when molecular profiles are available. RESULTS A new model of the squeeze-and-excitation block DenseNet with weighted cross-entropy (named SD-Net_WCE) is developed for the glioma classification task, which learns the recognizable features of glioma histology CNN-based independent diagnostic testing on data from 56 patients with 17 262 histological patch images demonstrated patch level accuracy of 86.5% and patient level accuracy of 87.5%. Histopathological classifications could be further amplified to integrated neuropathological diagnosis by 2 molecular markers (isocitrate dehydrogenase and 1p/19q). CONCLUSION The model is capable of solving multiple classification tasks and can satisfactorily classify glioma subtypes. The system provides a novel aid for the integrated neuropathological diagnostic workflow of glioma.
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Affiliation(s)
- Lei Jin
- Glioma Surgery Division, Neurologic Surgery Department, Huashan Hospital, Fudan University, Shanghai, China
- Shanghai Key laboratory of Brain Function Restoration and Neural Regeneration
| | - Feng Shi
- Shanghai United Imaging Intelligence Co, Shanghai, China
| | - Qiuping Chun
- Shanghai United Imaging Intelligence Co, Shanghai, China
| | - Hong Chen
- Department of Pathology, Huashan Hospital, Fudan University, Shanghai, China
| | - Yixin Ma
- Glioma Surgery Division, Neurologic Surgery Department, Huashan Hospital, Fudan University, Shanghai, China
- Shanghai Key laboratory of Brain Function Restoration and Neural Regeneration
| | - Shuai Wu
- Glioma Surgery Division, Neurologic Surgery Department, Huashan Hospital, Fudan University, Shanghai, China
- Shanghai Key laboratory of Brain Function Restoration and Neural Regeneration
| | - N U Farrukh Hameed
- Glioma Surgery Division, Neurologic Surgery Department, Huashan Hospital, Fudan University, Shanghai, China
- Shanghai Key laboratory of Brain Function Restoration and Neural Regeneration
| | | | - Junfeng Lu
- Glioma Surgery Division, Neurologic Surgery Department, Huashan Hospital, Fudan University, Shanghai, China
- Shanghai Key laboratory of Brain Function Restoration and Neural Regeneration
| | - Jun Zhang
- Wuhan Zhongji Biotechnology Co, Wuhan, China
| | - Abudumijiti Aibaidula
- Glioma Surgery Division, Neurologic Surgery Department, Huashan Hospital, Fudan University, Shanghai, China
- Shanghai Key laboratory of Brain Function Restoration and Neural Regeneration
| | - Dinggang Shen
- Shanghai United Imaging Intelligence Co, Shanghai, China
| | - Jinsong Wu
- Glioma Surgery Division, Neurologic Surgery Department, Huashan Hospital, Fudan University, Shanghai, China
- Shanghai Key laboratory of Brain Function Restoration and Neural Regeneration
- Institute of Brain-Intelligence Technology, Zhangjiang Lab
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Establishment of a dynamic osteosarcoma biobank: Ruijin experience. Cell Tissue Bank 2020; 21:447-455. [PMID: 32297010 DOI: 10.1007/s10561-020-09831-6] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/06/2019] [Accepted: 03/28/2020] [Indexed: 12/25/2022]
Abstract
Outcomes for patients with metastatic and recurrent osteosarcoma remain poor and a better understanding of the biology of this malignancy is critical to the development of prognostic biomarkers and novel therapies. The purpose of this study was to establish a biobank of osteosarcoma which has the potential of monitoring tumors dynamically with exosomes, to facilitate clinical and basic scientific research. The osteosarcoma biological specimen and clinical data of osteosarcoma were collected in Ruijin Hospital in two stages. In the first stage (2015-2017), the collection of tissue specimens and blood samples were performed at diagnostic biopsy, definitive surgery, recurrence and lung metastasis, according to the Children's Oncology Group protocol. In the second stage (2017-2019), the tissue specimens were collected the same as before, but the blood samples were collected at the beginning of each MAP-I (methotrexate, cisplatin, doxorubicin, ifosfamide) chemotherapy cycle, and every 6 months after the last chemotherapy up to 3 years, according to our modified protocol, to dynamically monitor the status of possible alteration of gene expression profiling in the osteosarcoma. A total of 268 patients with osteosarcoma were enrolled in this study, 161 were men and 107 were women, with the mean age of 24.51 ± 15.58 years. Local recurrence occurred in 29 patients and lung metastasis in 51. The numbers of tissue and blood specimens reached 360 and 1023, respectively. 11 specimens were from recurrent osteosarcoma and 25 were from lung metastasis. The corresponding clinical and demographic data were collected in our electronic database. The osteosarcoma biobank built with our modified protocol mentioned above has the potential of monitoring tumors dynamically with exosomes and could provide specimens to the researches improving the biological understanding and outcome of this disease.
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Liu L, Zhang H, Wu J, Yu Z, Chen X, Rekik I, Wang Q, Lu J, Shen D. Overall survival time prediction for high-grade glioma patients based on large-scale brain functional networks. Brain Imaging Behav 2020; 13:1333-1351. [PMID: 30155788 DOI: 10.1007/s11682-018-9949-2] [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] [Indexed: 12/19/2022]
Abstract
High-grade glioma (HGG) is a lethal cancer with poor outcome. Accurate preoperative overall survival (OS) time prediction for HGG patients is crucial for treatment planning. Traditional presurgical and noninvasive OS prediction studies have used radiomics features at the local lesion area based on the magnetic resonance images (MRI). However, the highly complex lesion MRI appearance may have large individual variability, which could impede accurate individualized OS prediction. In this paper, we propose a novel concept, namely brain connectomics-based OS prediction. It is based on presurgical resting-state functional MRI (rs-fMRI) and the non-local, large-scale brain functional networks where the global and systemic prognostic features rather than the local lesion appearance are used to predict OS. We propose that the connectomics features could capture tumor-induced network-level alterations that are associated with prognosis. We construct both low-order (by means of sparse representation with regional rs-fMRI signals) and high-order functional connectivity (FC) networks (characterizing more complex multi-regional relationship by synchronized dynamics FC time courses). Then, we conduct a graph-theoretic analysis on both networks for a jointly, machine-learning-based individualized OS prediction. Based on a preliminary dataset (N = 34 with bad OS, mean OS, ~400 days; N = 34 with good OS, mean OS, ~1030 days), we achieve a promising OS prediction accuracy (86.8%) on separating the individuals with bad OS from those with good OS. However, if using only conventionally derived descriptive features (e.g., age and tumor characteristics), the accuracy is low (63.2%). Our study highlights the importance of the rs-fMRI and brain functional connectomics for treatment planning.
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Affiliation(s)
- Luyan Liu
- Med-X Research Institute, School of Biomedical Engineering, Shanghai Jiao Tong University, 1954 Huashan Road, Shanghai, 200030, China.,Department of Radiology and BRIC, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
| | - Han Zhang
- Department of Radiology and BRIC, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
| | - Jinsong Wu
- Glioma Surgery Division, Neurosurgery Department of Huashan Hospital, Fudan University, Shanghai, 200040, China.,Shanghai Key Lab of Medical Image Computing and Computer-Assisted Intervention, Shanghai, 200040, China.,Neurosurgery Department of Huashan Hospital, 12 Wulumuqi Zhong Road, Shanghai, 200040, China
| | - Zhengda Yu
- Glioma Surgery Division, Neurosurgery Department of Huashan Hospital, Fudan University, Shanghai, 200040, China
| | - Xiaobo Chen
- Department of Radiology and BRIC, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
| | - Islem Rekik
- Department of Radiology and BRIC, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA.,BASIRA Lab, CVIP Group, School of Science and Engineering, Computing, University of Dundee, Dundee, UK
| | - Qian Wang
- Med-X Research Institute, School of Biomedical Engineering, Shanghai Jiao Tong University, 1954 Huashan Road, Shanghai, 200030, China.
| | - Junfeng Lu
- Glioma Surgery Division, Neurosurgery Department of Huashan Hospital, Fudan University, Shanghai, 200040, China. .,Shanghai Key Lab of Medical Image Computing and Computer-Assisted Intervention, Shanghai, 200040, China. .,Neurosurgery Department of Huashan Hospital, 12 Wulumuqi Zhong Road, Shanghai, 200040, China.
| | - Dinggang Shen
- Department of Radiology and BRIC, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA. .,Department of Brain and Cognitive Engineering, Korea University, Seoul, 02841, Republic of Korea.
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10
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Clavreul A, Soulard G, Lemée JM, Rigot M, Fabbro-Peray P, Bauchet L, Figarella-Branger D, Menei P. The French glioblastoma biobank (FGB): a national clinicobiological database. J Transl Med 2019; 17:133. [PMID: 31014363 PMCID: PMC6480741 DOI: 10.1186/s12967-019-1859-6] [Citation(s) in RCA: 16] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/04/2019] [Accepted: 03/27/2019] [Indexed: 12/20/2022] Open
Abstract
BACKGROUND Glioblastomas (GB) are the most common and lethal primary brain tumors. Significant progress has been made toward identifying potential risk factors for GB and diagnostic and prognostic biomarkers. However, the current standard of care for newly diagnosed GB, the Stupp protocol, has remained unchanged for over a decade. Large-scale translational programs based on a large clinicobiological database are required to improve our understanding of GB biology, potentially facilitating the development of personalized and specifically targeted therapies. With this goal in mind, a well-annotated clinicobiological database housing data and samples from GB patients has been set up in France: the French GB biobank (FGB). METHODS The biobank contains data and samples from adult GB patients from 24 centers in France providing written informed consent. Clinical and biomaterial data are stored in anonymized certified electronic case report forms. Biological samples (including frozen and formalin-fixed paraffin-embedded tumor tissues, blood samples, and hair) are conserved in certified biological resource centers or tumor tissue banks at each participating center. RESULTS Clinical data and biological materials have been collected for 1087 GB patients. A complete set of samples (tumor, blood and hair) is available for 66%, and at least one frozen tumor sample is available for 88% of the GB patients. CONCLUSIONS This large biobank is unique in Europe and can support the large-scale translational projects required to improve GB care. Additional biological materials, such as peritumoral brain zone and fecal samples, will be collected in the future, to respond to research needs.
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Affiliation(s)
- Anne Clavreul
- Département de Neurochirurgie, CHU, 4 rue Larrey, 49 933, Angers Cedex 9, France.,CRCINA, INSERM, Université de Nantes, Université d'Angers, Angers, France
| | - Gwénaëlle Soulard
- Département de Neurochirurgie, CHU, 4 rue Larrey, 49 933, Angers Cedex 9, France.,CRCINA, INSERM, Université de Nantes, Université d'Angers, Angers, France
| | - Jean-Michel Lemée
- Département de Neurochirurgie, CHU, 4 rue Larrey, 49 933, Angers Cedex 9, France.,CRCINA, INSERM, Université de Nantes, Université d'Angers, Angers, France
| | - Marion Rigot
- Département Promotion, Direction de la Recherche, CHU Nantes, Nantes, France
| | - Pascale Fabbro-Peray
- Département de Biostatistique, Epidémiologie, Santé Publique, CHU Nîmes, Nîmes, France.,Unité de recherche EA2415, Université de Montpellier, Montpellier, France
| | - Luc Bauchet
- Département de Neurochirurgie, Hôpital Gui de Chauliac, CHU Montpellier, Université de Montpellier, Montpellier, France.,Institut des Neurosciences de Montpellier INSERM U1051, Montpellier, France
| | - Dominique Figarella-Branger
- APHM, Hôpital de la Timone, Service d'Anatomie Pathologique et de Neuropathologie, Marseille, France.,Aix-Marseille Univ, CNRS, INP, Inst Neurophysiopathol, Marseille, France
| | - Philippe Menei
- Département de Neurochirurgie, CHU, 4 rue Larrey, 49 933, Angers Cedex 9, France. .,CRCINA, INSERM, Université de Nantes, Université d'Angers, Angers, France.
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11
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Yu Z, Zhang N, Hameed NUF, Qiu T, Zhuang D, Lu J, Wu J. The Analysis of Risk Factors and Survival Outcome for Chinese Patients with Epilepsy with High-Grade Glioma. World Neurosurg 2019; 125:e947-e957. [PMID: 30763739 DOI: 10.1016/j.wneu.2019.01.213] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/28/2018] [Revised: 01/21/2019] [Accepted: 01/22/2019] [Indexed: 12/14/2022]
Abstract
OBJECTIVE To evaluate the risk factors of tumor-related epilepsy (TRE) and the relationship between TRE and functional/survival outcomes in patients with high-grade glioma (HGG). METHODS The clinical data of 587 patients with HGG were retrospectively analyzed. A χ2 test and logistic multiple-regression analysis were used to analyze factors associated with TRE. Logistic and Cox regression were used to analyze factors that may influence functional and survival outcomes. RESULTS Glioma location in temporal (odds ratio [OR], 0.439; P = 0.04) and parietal lobes (OR, 0.092; P = 0.02) were independent protective factors of preoperative epilepsy, compared with gliomas of frontal lobe. Preoperative epilepsy (OR, 9.290; P < 0.001) and dominant hemispheric location (OR, 2.616; P = 0.04) were independent risk factors of postoperative epilepsy. On univariate analysis, patients with preoperative epilepsy had longer progression-free survival (PFS) (P = 0.001) and overall survival (OS) (P < 0.001). Multivariate analysis further confirmed that preoperative epilepsy was an independent protective factor of OS (hazard ratio, 0.587; P = 0.008). CONCLUSIONS In patients with HGG, preoperative epilepsy is significantly associated with tumor involvement of the frontal lobe, whereas postoperative epilepsy is associated with preoperative epilepsy and dominant hemispheric location. Also, patients with HGG with preoperative epilepsy have better PFS and OS.
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Affiliation(s)
- Zhengda Yu
- Glioma Surgery Division, Neurological Surgery Department of Huashan Hospital, Fudan University, Shanghai, China
| | - Nan Zhang
- Glioma Surgery Division, Neurological Surgery Department of Huashan Hospital, Fudan University, Shanghai, China
| | - N U Farrukh Hameed
- Glioma Surgery Division, Neurological Surgery Department of Huashan Hospital, Fudan University, Shanghai, China
| | - Tianming Qiu
- Glioma Surgery Division, Neurological Surgery Department of Huashan Hospital, Fudan University, Shanghai, China
| | - Dongxiao Zhuang
- Glioma Surgery Division, Neurological Surgery Department of Huashan Hospital, Fudan University, Shanghai, China
| | - Junfeng Lu
- Glioma Surgery Division, Neurological Surgery Department of Huashan Hospital, Fudan University, Shanghai, China
| | - Jinsong Wu
- Glioma Surgery Division, Neurological Surgery Department of Huashan Hospital, Fudan University, Shanghai, China.
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12
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Paskal W, Paskal AM, Dębski T, Gryziak M, Jaworowski J. Aspects of Modern Biobank Activity - Comprehensive Review. Pathol Oncol Res 2018; 24:771-785. [PMID: 29728978 PMCID: PMC6132819 DOI: 10.1007/s12253-018-0418-4] [Citation(s) in RCA: 77] [Impact Index Per Article: 12.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/02/2017] [Accepted: 04/27/2018] [Indexed: 12/13/2022]
Abstract
Biobanks play an increasing role in contemporary research projects. These units meet all requirements to regard them as a one of the most innovative and up-to-date in the field of biomedical research. They enable conducting wide-scale research by the professional collection of biological specimens and correlated clinical data. Pathology units may be perceived roots of biobanking. The review aims at describing the concept of biobanks, their model of function and scientific potential. It comprises the division of biobanks, sample preservation methods and IT solutions as well as guidelines and recommendations for management of a vast number of biological samples and clinical data. Therefore, appropriate standard operating procedures and protocols are outlined. Constant individualization of diagnostic process and treatment procedures creates the niche for translational units. Thus, the role of biobanks in personalized medicine was also specified. The exceptionality of biobanks poses some new ethical-legal issues which have various solutions, in each legal system, amongst the world. Finally, distribution and activity of European biobanks are mentioned.
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Affiliation(s)
- Wiktor Paskal
- The Department of Histology and Embryology, Laboratory of Centre for Preclinical Research, Medical University of Warsaw, ul. Banacha 1B, 02-097, Warsaw, Poland.
- Plastic Surgery Department, Centre of Postgraduate Medical Education, Warsaw, Poland.
- The Department of Applied Pharmacy, Medical University of Warsaw, Warsaw, Poland.
| | - Adriana M Paskal
- The Department of Histology and Embryology, Laboratory of Centre for Preclinical Research, Medical University of Warsaw, ul. Banacha 1B, 02-097, Warsaw, Poland
| | - Tomasz Dębski
- Plastic Surgery Department, Centre of Postgraduate Medical Education, Warsaw, Poland
| | - Maciej Gryziak
- The Department of Applied Pharmacy, Medical University of Warsaw, Warsaw, Poland
- Maria Sklodowska-Curie Institute of Oncology, Warsaw, Poland
| | - Janusz Jaworowski
- The Department of Applied Pharmacy, Medical University of Warsaw, Warsaw, Poland
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13
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Ma C, Feng R, Chen H, Hameed NUF, Aibaidula A, Song Y, Wu J. BRAF V600E, TERT, and IDH2 Mutations in Pleomorphic Xanthoastrocytoma: Observations from a Large Case-Series Study. World Neurosurg 2018; 120:e1225-e1233. [PMID: 30240866 DOI: 10.1016/j.wneu.2018.09.050] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/06/2018] [Revised: 09/04/2018] [Accepted: 09/06/2018] [Indexed: 11/30/2022]
Abstract
BACKGROUND Anaplastic pleomorphic xanthoastrocytoma (PXA) was added to grade III glial tumors as a distinct entity in the 2016 World Health Organization (WHO) classification of tumors of the central nervous system. We retrospectively reviewed and analyzed 55 pathologically confirmed PXA cases according to the newest WHO classification to better clarify the clinical, molecular, and prognostic features of this rare neoplasm. METHODS In total, 55 pathologically confirmed PXA cases according to the newest WHO classification were retrospectively reviewed and analyzed. After sequencing for BRAF, TERT, IDH1/2, and H3F3A, survival analysis was performed to determine the factors affecting survival. RESULTS The patients with BRAF V600E mutations were generally younger than those without it, although not statistically significant (27.9 ± 15.4 years and 37.1 ± 17.0 years, respectively, P = 0.054). TERT promoter mutation frequency in PXA was lower than in patients with anaplastic PXA although not statistically significant (4.4% and 28.6%, P = 0.083). One instance of PXA with IDH2 mutation, and no IDH1 and H3F3A mutations were found. In terms of prognosis, patients with anaplastic PXA had shorter overall survival and progression-free survival compared with patients with PXA. The subgroup with gross total resection had a longer median OS (not reached vs. 60.0 months, P = 0.0221) and PFS (not reached vs. 60.0 months, P = 0.0232) compared with patients with PXA with subtotal resection. CONCLUSIONS The identification of BRAF V600E, TERT, and IDH2 mutations in PXA expands our molecular understanding of PXA. Patients with PXA with gross total resection achieve good outcomes.
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Affiliation(s)
- Chengxin Ma
- Glioma Surgery Division, Department of Neurosurgery, Huashan Hospital, Fudan University, Shanghai, China
| | - Rui Feng
- Glioma Surgery Division, Department of Neurosurgery, Huashan Hospital, Fudan University, Shanghai, China
| | - Hong Chen
- Department of Pathology, Huashan Hospital, Fudan University, Shanghai, China
| | - N U Farrukh Hameed
- Glioma Surgery Division, Department of Neurosurgery, Huashan Hospital, Fudan University, Shanghai, China
| | - Abudumijit Aibaidula
- Glioma Surgery Division, Department of Neurosurgery, Huashan Hospital, Fudan University, Shanghai, China
| | - Yanyan Song
- Department of Biostatistics, Medical School of Shanghai Jiaotong University, Shanghai, China
| | - Jinsong Wu
- Glioma Surgery Division, Department of Neurosurgery, Huashan Hospital, Fudan University, Shanghai, China.
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14
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Zhang N, Yu Z, Hameed NUF, Xu G, Song Y, Wu B, Zhang J, Qiu T, Zhuang D, Lu J, Wu J. Long-Term Functional and Oncologic Outcomes of Glioma Surgery with and without Intraoperative Neurophysiologic Monitoring: A Retrospective Cohort Study in a Single Center. World Neurosurg 2018; 119:e94-e105. [PMID: 30026163 DOI: 10.1016/j.wneu.2018.07.051] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/24/2018] [Revised: 07/04/2018] [Accepted: 07/05/2018] [Indexed: 01/22/2023]
Abstract
OBJECTIVE To evaluate long-term functional and survival outcomes of patients with glioma after intraoperative neurophysiologic monitoring (IONM) application. METHODS A total of 856 patients with glioma, who underwent tumor resection between October 2010 and March 2016, were included in this retrospective cohort study. All patients were stratified into IONM (439 patients) and non-IONM groups (417 patients). The primary outcome measured was overall survival (OS), and the secondary outcome measured was rate of late neurologic deficits. Analyses were performed using univariate tests and multivariate logistic regression and Cox proportional hazard model. RESULTS The 2 cohorts were well balanced with respect to baseline characteristics. Univariate survival analysis showed longer OS in the IONM group than that in the non-IONM group (P = 0.036), especially in patients with high-grade astrocytic tumor (P = 0.034). The IONM group showed a lower rate of neurologic deficits than did the non-IONM group. Multivariate analysis showed that IONM was a favorable factor of OS (odds ratio, 0.776; P = 0.046) and late neurologic function (odds ratio, 0.583; P = 0.039). Dominant hemispheric and eloquent location of glioma had no association with OS. CONCLUSIONS Application of IONM is beneficial to long-term functional and oncologic outcomes of patients with glioma.
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Affiliation(s)
- Nan Zhang
- Glioma Surgery Division, Neurological Surgery Department of Huashan Hospital, Fudan University, Shanghai, China
| | - Zhengda Yu
- Glioma Surgery Division, Neurological Surgery Department of Huashan Hospital, Fudan University, Shanghai, China
| | - N U Farrukh Hameed
- Glioma Surgery Division, Neurological Surgery Department of Huashan Hospital, Fudan University, Shanghai, China
| | - Geng Xu
- Glioma Surgery Division, Neurological Surgery Department of Huashan Hospital, Fudan University, Shanghai, China
| | - Yanyan Song
- Department of Biostatistics, Institute of Medical Sciences, Shanghai Jiaotong University School of Medicine, Shanghai, China
| | - Bin Wu
- Glioma Surgery Division, Neurological Surgery Department of Huashan Hospital, Fudan University, Shanghai, China
| | - Jie Zhang
- Glioma Surgery Division, Neurological Surgery Department of Huashan Hospital, Fudan University, Shanghai, China
| | - Tianming Qiu
- Glioma Surgery Division, Neurological Surgery Department of Huashan Hospital, Fudan University, Shanghai, China
| | - Dongxiao Zhuang
- Glioma Surgery Division, Neurological Surgery Department of Huashan Hospital, Fudan University, Shanghai, China
| | - Junfeng Lu
- Glioma Surgery Division, Neurological Surgery Department of Huashan Hospital, Fudan University, Shanghai, China.
| | - Jinsong Wu
- Glioma Surgery Division, Neurological Surgery Department of Huashan Hospital, Fudan University, Shanghai, China
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15
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Wang L, Hou Y, Yin X, Su J, Zhao Z, Ye X, Zhou X, Zhou L, Wang Z. Rottlerin inhibits cell growth and invasion via down-regulation of Cdc20 in glioma cells. Oncotarget 2018; 7:69770-69782. [PMID: 27626499 PMCID: PMC5342514 DOI: 10.18632/oncotarget.11974] [Citation(s) in RCA: 26] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/30/2016] [Accepted: 09/05/2016] [Indexed: 02/07/2023] Open
Abstract
Rottlerin, isolated from a medicinal plant Mallotus phillippinensis, has been demonstrated to inhibit cellular growth and induce cytoxicity in glioblastoma cell lines through inhibition of calmodulin-dependent protein kinase III. Emerging evidence suggests that rottlerin exerts its antitumor activity as a protein kinase C inhibitor. Although further studies revealed that rottlerin regulated multiple signaling pathways to suppress tumor cell growth, the exact molecular insight on rottlerin-mediated tumor inhibition is not fully elucidated. In the current study, we determine the function of rottlerin on glioma cell growth, apoptosis, cell cycle, migration and invasion. We found that rottlerin inhibited cell growth, migration, invasion, but induced apoptosis and cell cycle arrest. Mechanistically, the expression of Cdc20 oncoprotein was measured by the RT-PCR and Western blot analysis in glioma cells treated with rottlerin. We observed that rottlerin significantly inhibited the expression of Cdc20 in glioma cells, implying that Cdc20 could be a novel target of rottlerin. In line with this, over-expression of Cdc20 decreased rottlerin-induced cell growth inhibition and apoptosis, whereas down-regulation of Cdc20 by its shRNA promotes rottlerin-induced anti-tumor activity. Our findings indicted that rottlerin could exert its tumor suppressive function by inhibiting Cdc20 pathway which is constitutively active in glioma cells. Therefore, down-regulation of Cdc20 by rottlerin could be a promising therapeutic strategy for the treatment of glioma.
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Affiliation(s)
- Lixia Wang
- The Cyrus Tang Hematology Center and Collaborative Innovation Center of Hematology, Jiangsu Institute of Hematology, the First Affiliated Hospital, Soochow University, Suzhou, China
| | - Yingying Hou
- The Cyrus Tang Hematology Center and Collaborative Innovation Center of Hematology, Jiangsu Institute of Hematology, the First Affiliated Hospital, Soochow University, Suzhou, China
| | - Xuyuan Yin
- The Cyrus Tang Hematology Center and Collaborative Innovation Center of Hematology, Jiangsu Institute of Hematology, the First Affiliated Hospital, Soochow University, Suzhou, China
| | - Jingna Su
- The Cyrus Tang Hematology Center and Collaborative Innovation Center of Hematology, Jiangsu Institute of Hematology, the First Affiliated Hospital, Soochow University, Suzhou, China
| | - Zhe Zhao
- The Cyrus Tang Hematology Center and Collaborative Innovation Center of Hematology, Jiangsu Institute of Hematology, the First Affiliated Hospital, Soochow University, Suzhou, China
| | - Xiantao Ye
- The Cyrus Tang Hematology Center and Collaborative Innovation Center of Hematology, Jiangsu Institute of Hematology, the First Affiliated Hospital, Soochow University, Suzhou, China
| | - Xiuxia Zhou
- The Cyrus Tang Hematology Center and Collaborative Innovation Center of Hematology, Jiangsu Institute of Hematology, the First Affiliated Hospital, Soochow University, Suzhou, China
| | - Li Zhou
- Department of Gynecologic Oncosurgery, Jilin province Cancer Hospital, Changchun, Jilin, China
| | - Zhiwei Wang
- The Cyrus Tang Hematology Center and Collaborative Innovation Center of Hematology, Jiangsu Institute of Hematology, the First Affiliated Hospital, Soochow University, Suzhou, China.,Department of Pathology, Beth Israel Deaconess Medical Center, Harvard Medical School, USA
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16
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Wang J, Zhou F, Li Y, Li Q, Wu Z, Yu L, Yuan F, Liu J, Tian Y, Cao Y, Zhao Y, Zheng Y. Cdc20 overexpression is involved in temozolomide-resistant glioma cells with epithelial-mesenchymal transition. Cell Cycle 2017; 16:2355-2365. [PMID: 29108461 DOI: 10.1080/15384101.2017.1388972] [Citation(s) in RCA: 21] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/06/2023] Open
Abstract
Glioma remains one of the most aggressive and lethal cancers in central nervous system. Temozolomide (TMZ) is the most commonly used chemotherapeutic agent in gliomas. However, therapeutic benefits of TMZ could be very limited and all patients would finally suffer from tumor progression as the tumors develop resistance to TMZ. In this study, we aim to investigate the underlying mechanism of chemoresistance in glioma cell line and to identify whether there is still a close link between epithelial-mesenchymal transition (EMT) and TMZ resistance in gliomas. The real-time RT-PCR and Western blotting were used to measure the expression of EMT markers in TMZ-resistant cells. The migration and invasion assays were conducted to detect the cell motility activity in TMZ-resistant cells. The transfection was used to down-regulate the Cdc20 expression. The student t-test was applied for data analysis. We established stable TMZ-resistant glioma cells and designated as TR. Our results revealed that TR cells exhibited a significantly increased resistance to TMZ compared with their parental cells. Moreover, TMZ-resistant cells had acquired EMT-like changes. For the mechanism study, we measured a significant increased expression of CDC20 and decreased expression of Bim in TR cells. Moreover, upon suppression of CDC20 by shRNA transfection, TR cells underwent a reverse of EMT features. Importantly, knockdown of CDC20 enhanced the drug sensitivity of TR cells to TMZ. Our results suggested that inactivation of CDC20 could contribute to the future therapy that possibly overcomes drug resistance in human cancers.
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Affiliation(s)
- Jianjiao Wang
- a Department of Neurosurgery , the 2nd Affiliated Hospital, Harbin Medical University , Harbin 150086 , China
| | - Fenggang Zhou
- a Department of Neurosurgery , the 2nd Affiliated Hospital, Harbin Medical University , Harbin 150086 , China
| | - Yang Li
- a Department of Neurosurgery , the 2nd Affiliated Hospital, Harbin Medical University , Harbin 150086 , China
| | - Qingsong Li
- a Department of Neurosurgery , the 2nd Affiliated Hospital, Harbin Medical University , Harbin 150086 , China
| | - Zhichao Wu
- a Department of Neurosurgery , the 2nd Affiliated Hospital, Harbin Medical University , Harbin 150086 , China
| | - Lili Yu
- b Department of Neurosurgery , Acheng People hospital , Harbin 150086 , China
| | - Fei Yuan
- a Department of Neurosurgery , the 2nd Affiliated Hospital, Harbin Medical University , Harbin 150086 , China
| | - Jie Liu
- a Department of Neurosurgery , the 2nd Affiliated Hospital, Harbin Medical University , Harbin 150086 , China
| | - Yu Tian
- a Department of Neurosurgery , the 2nd Affiliated Hospital, Harbin Medical University , Harbin 150086 , China
| | - Yu Cao
- a Department of Neurosurgery , the 2nd Affiliated Hospital, Harbin Medical University , Harbin 150086 , China
| | - Yan Zhao
- a Department of Neurosurgery , the 2nd Affiliated Hospital, Harbin Medical University , Harbin 150086 , China
| | - Yongri Zheng
- a Department of Neurosurgery , the 2nd Affiliated Hospital, Harbin Medical University , Harbin 150086 , China
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17
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Wang X, Deng J, Yuan J, Tang X, Wang Y, Chen H, Liu Y, Zhou L. Curcumin exerts its tumor suppressive function via inhibition of NEDD4 oncoprotein in glioma cancer cells. Int J Oncol 2017. [PMID: 28627598 PMCID: PMC5505128 DOI: 10.3892/ijo.2017.4037] [Citation(s) in RCA: 44] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/05/2023] Open
Abstract
Glioblastoma is the most common brain cancer in adults. It represents one of the top ten malignant tumors with an average survival time of nine months despite treatments with surgery, radiotherapy and chemotherapy. Curcumin is a phytochemical turmeric isolated from root of the Curcuma longa plant. Accumulating evidence have proved that curcumin targets numerous cancer signaling pathways. The E3 ubiquitin ligase NEDD4, neural precursor cell expressed developmentally downregulated protein 4, is frequently overexpressed in various cancers. However, whether curcumin regulates NEDD4 expression has not been described in human cancers. Therefore, in this study, we explored the roles of NEDD4 in glioma cell proliferation, apoptosis and mobility. We further investigated whether curcumin exerts its antitumor activities via suppressing NEDD4 expression. We found that curcumin reduced the expression of NEDD4 and Notch1 and pAKT, leading to glioma cell growth inhibition, apoptosis, and suppression of migration and invasion. Moreover, deletion of NEDD4 expression enhanced the sensitivity of glioma cells to curcumin treatment. Thus, inactivation of NEDD4 by curcumin could be a promising approach for therapeutic intervention.
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Affiliation(s)
- Xue Wang
- School of Life Science, Shandong University, Jinan, Shandong 250100, P.R. China
| | - Jiaojiao Deng
- Department of Neurosurgery and State Key Laboratory of Biotherapy, West China Hospital, Sichuan University, and Collaborative Innovation Center for Biotherapy, Chengdu, Sichuan 610041, P.R. China
| | - Jinxia Yuan
- School of Life Science, Shandong University, Jinan, Shandong 250100, P.R. China
| | - Xin Tang
- Department of Neurosurgery and State Key Laboratory of Biotherapy, West China Hospital, Sichuan University, and Collaborative Innovation Center for Biotherapy, Chengdu, Sichuan 610041, P.R. China
| | - Yuelong Wang
- Department of Neurosurgery and State Key Laboratory of Biotherapy, West China Hospital, Sichuan University, and Collaborative Innovation Center for Biotherapy, Chengdu, Sichuan 610041, P.R. China
| | - Haifeng Chen
- Department of Neurosurgery and State Key Laboratory of Biotherapy, West China Hospital, Sichuan University, and Collaborative Innovation Center for Biotherapy, Chengdu, Sichuan 610041, P.R. China
| | - Yi Liu
- Department of Neurosurgery and State Key Laboratory of Biotherapy, West China Hospital, Sichuan University, and Collaborative Innovation Center for Biotherapy, Chengdu, Sichuan 610041, P.R. China
| | - Liangxue Zhou
- Department of Neurosurgery and State Key Laboratory of Biotherapy, West China Hospital, Sichuan University, and Collaborative Innovation Center for Biotherapy, Chengdu, Sichuan 610041, P.R. China
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18
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Yu K, Xing J, Zhang J, Zhao R, Zhang Y, Zhao L. Effect of multiple cycles of freeze-thawing on the RNA quality of lung cancer tissues. Cell Tissue Bank 2017; 18:433-440. [PMID: 28573389 DOI: 10.1007/s10561-016-9600-7] [Citation(s) in RCA: 23] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/04/2016] [Accepted: 11/07/2016] [Indexed: 11/25/2022]
Abstract
RNA degradation is a major problem in tissue banking. We explored the effect of thawing flash-frozen biospecimens on the quality and integrity of RNA for genetic testing as well as for other cancer research studies. The histological quality of the frozen tumor sections was evaluated by using hematoxylin and eosin staining. RNA extraction from 60 lung cancer tissue samples subjected to various freeze/thaw cycles was performed using the RNeasy Plus isolation kit. RNA integrity was assessed by using an Agilent bioanalyzer to obtain RNA integrity numbers (RIN). Furthermore, RNA from different groups was used for fluorescence Reverse transcription-polymerase chain reaction (RT-PCR) analysis of the echinoderm microtubule-associated protein-like 4 and anaplastic lymphoma kinase (EML4-ALK) fusion gene mutation to verify whether it can be used for research or clinical testing. Highly variable RIN values were observed among the samples, which showed no correlation with the number of freeze/thaw cycles conducted. However, after 3 freeze/thaw cycles (each thaw event lasted for 10 min), an increasing number of changes in peak intensity in RINs were observed. After 5 freeze/thaw cycles, RNA integrity decreased to approximately 35%. After 3 freeze/thaw cycles, the RNA could still be used for RT-PCR analysis of EML4-ALK fusion gene mutations; whereas those subjected to 5 freeze/thaw cycles could not. Limited (<3) freeze/thaw cycles did not adversely affect the quality of RNA extracted from tumor tissues and subsequent RT-PCR analysis. Our data could be utilized in the establishment of a standardized procedure for tissue biospecimen collection and storage.
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Affiliation(s)
- Keke Yu
- Department of Pathology, Shanghai Chest Hospital, Shanghai JiaoTong University, West Huaihai Road, No. 241, Building 2, Room 4B, Shanghai, 230000, China
- Department of Biaobank, Shanghai Chest Hospital, Shanghai JiaoTong University, Shanghai, 230000, China
| | - Jie Xing
- Department of Pathology, Shanghai Chest Hospital, Shanghai JiaoTong University, West Huaihai Road, No. 241, Building 2, Room 4B, Shanghai, 230000, China
- Department of Biaobank, Shanghai Chest Hospital, Shanghai JiaoTong University, Shanghai, 230000, China
| | - Jie Zhang
- Department of Pathology, Shanghai Chest Hospital, Shanghai JiaoTong University, West Huaihai Road, No. 241, Building 2, Room 4B, Shanghai, 230000, China.
| | - Ruiying Zhao
- Department of Pathology, Shanghai Chest Hospital, Shanghai JiaoTong University, West Huaihai Road, No. 241, Building 2, Room 4B, Shanghai, 230000, China
| | - Ye Zhang
- Department of Pathology, Shanghai Chest Hospital, Shanghai JiaoTong University, West Huaihai Road, No. 241, Building 2, Room 4B, Shanghai, 230000, China
- Department of Biaobank, Shanghai Chest Hospital, Shanghai JiaoTong University, Shanghai, 230000, China
| | - Lanxiang Zhao
- Department of Pathology, Shanghai Chest Hospital, Shanghai JiaoTong University, West Huaihai Road, No. 241, Building 2, Room 4B, Shanghai, 230000, China
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Bregy A, Papadimitriou K, Faber DA, Shah AH, Gomez CR, Komotar RJ, Egea SC. Banking Brain Tumor Specimens Using a University Core Facility. Biopreserv Biobank 2015; 13:280-6. [PMID: 26280502 DOI: 10.1089/bio.2014.0106] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/21/2022] Open
Abstract
Within the past three decades, the significance of banking human cancer tissue for the advancement of cancer research has grown exponentially. The purpose of this article is to detail our experience in collecting brain tumor specimens in collaboration with the University of Miami/Sylvester Tissue Bank Core Facility (UM-TBCF), to ensure the availability of high-quality samples of central nervous system tumor tissue for research. Successful tissue collection begins with obtaining informed consent from patients following institutional IRB and federal HIPAA guidelines, and it needs a well-trained professional staff and continued maintenance of high ethical standards and record keeping. Since starting in 2011, we have successfully banked 225 brain tumor specimens for research. Thus far, the most common tumor histology identified among those specimens has been glioblastoma (22.1%), followed by meningioma (18.1%). The majority of patients were White, non-Hispanics accounting for 45.1% of the patient population; Hispanic/Latinos accounted for 23%, and Black/African Americans accounted for 14%, which represent the particular population of the State of Florida according to the 2010 census data. The most common tumors found in each subgroup were as follows: Black/African American, glioblastoma and meningioma; Hispanic, metastasis and glioblastoma; White, glioblastoma and meningioma. The UM-TBCF is a valuable repository, offering high-quality tumor samples from a unique patient population.
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Affiliation(s)
- Amade Bregy
- 1 Department of Neurological Surgery, University of Miami Miller School of Medicine , Miami, Florida
| | - Kyriakos Papadimitriou
- 1 Department of Neurological Surgery, University of Miami Miller School of Medicine , Miami, Florida
| | - David A Faber
- 1 Department of Neurological Surgery, University of Miami Miller School of Medicine , Miami, Florida
| | - Ashish H Shah
- 1 Department of Neurological Surgery, University of Miami Miller School of Medicine , Miami, Florida
| | - Carmen R Gomez
- 2 Department of Pathology, University of Miami Miller School of Medicine , Miami, Florida
| | - Ricardo J Komotar
- 1 Department of Neurological Surgery, University of Miami Miller School of Medicine , Miami, Florida
| | - Sophie C Egea
- 1 Department of Neurological Surgery, University of Miami Miller School of Medicine , Miami, Florida
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Knockdown of Rho-associated protein kinase 1 suppresses proliferation and invasion of glioma cells. Tumour Biol 2014; 36:421-8. [PMID: 25266804 DOI: 10.1007/s13277-014-2673-7] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/10/2014] [Accepted: 09/23/2014] [Indexed: 10/25/2022] Open
Abstract
Rho-associated protein kinase 1 (ROCK1), a serine/threonine protein kinase, affects cell invasion and migration by changing the status of the cytoskeleton. In recent years, ROCK1 was found to be overexpressed in a variety of tumors. However, the information of ROCK1 in glioma still remains elusive. In our study, the expression of ROCK1 in glioma tissues was examined by real-time PCR and the relationship between ROCK1 expression and clinical characteristics of patients with glioma was also analyzed. With the inhibition of ROCK1 expression by RNAi, the effects of ROCK1 on biological behaviors of glioma cells including cell viability, cell cycle, and cell invasion were probed in the U251 cell line by methyl thiazolyl tetrazolium (MTT) assay, flow cytometer analysis, and Transwell invasion experiment. In addition, the effects of ROCK1 on the regulation of Ki67, cyclin D1, matrix metalloproteinases 9 (MMP9), and E-cadherin were also investigated. The results indicated that ROCK1 messenger RNA (mRNA) was increased significantly compared to that in the adjacent normal tissue (P < 0.05) and the expression level of ROCK1 mRNA in high-grade malignant glioma tissue was significantly higher than that in low-grade malignant glioma tissue (P < 0.05). MTT assay and flow cytometer analysis revealed that the cell viability and cell proliferation in the ROCK1 small interfering RNA (siRNA) transfection group were markedly lower than those in the blank or negative control group (P < 0.05), and no obvious differences were found between the blank group and negative control group. The Transwell invasion experiments showed that the invasive ability of U251 cells in the ROCK1 siRNA transfection group was obviously lower than that in the blank or negative control group (P < 0.05), and there were no visible differences between the blank group and negative control group. Western blot demonstrated that the protein levels of Ki67, cyclin D1, and MMP9 in the ROCK1 siRNA transfection group were distinctly lower than those in the blank or negative control group (P < 0.05) and that the protein level of E-cadherin displayed an opposite variation (P < 0.05). In summary, the expressions of ROCK1 in glioma tissue were visibly upregulated and the increase of ROCK1 had a positive correlation with the malignant grade of glioma. The results implied that the proliferation and metastasis of the glioma cell could be inhibited by suppressing the expression of ROCK1, and our findings would provide a new target for intervention and treatment of glioma.
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