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Wang D, Zhang J, Bu C, Liu G, Guo G, Zhang Z, Lv G, Sheng Z, Yan Z, Gao Y, Wang M, Liu G, Zhao R, Li T, Ma C, Bu X. Dynamics of tumor in situ fluid circulating tumor DNA in recurrent glioblastomas forecasts treatment efficacy of immune checkpoint blockade coupled with low-dose bevacizumab. J Cancer Res Clin Oncol 2024; 150:466. [PMID: 39422764 PMCID: PMC11489198 DOI: 10.1007/s00432-024-05997-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/18/2024] [Accepted: 10/14/2024] [Indexed: 10/19/2024]
Abstract
PURPOSE Immune checkpoint blockade (ICB) therapies have shown efficacy in various tumors, but long-term responses in glioblastoma are less than 10%. Quantifying tumor in situ fluid circulating tumor DNA (TISF-ctDNA) and therapeutic dynamics may enable real-time GBM disease burden evaluation. This study explores the potential of tumor in situ fluid circulating tumor DNA (TISF-ctDNA) dynamics in predicting treatment efficacy. METHODS TISF and peripheral blood samples were collected from patients with recurrent glioblastoma (rGBM) undergoing tislelizumab (a programmed death 1 inhibitor) combined with low-dose bevacizumab (an anti-vascular endothelial growth factor antibody) treatment before and during each immunotherapy cycle. Biomarkers evaluated included TISF-ctDNA, measured using Next Generation Sequencing (NGS), and host inflammation markers such as the platelet-to-lymphocyte ratio (PLR). RESULTS All 32 patients received tislelizumab plus low-dose bevacizumab regularly. The median progression-free survival (PFS) was 4.0 months, and overall survival (OS) was 22.3 months. An analysis of 19 patients with continuous evaluable TISF showed baseline TISF-ctDNA abundance did not correlate with OS (p = 0.23) or PFS (p = 0.23). However, a change in TISF-ctDNA maximal Somatic Variant Allelic Frequency (MVAF) after six treatment cycles predicted both PFS (p = 0.02) and OS (p < 0.0001). Lower baseline PLR also correlated with better survival outcomes. CONCLUSION The combination of tislelizumab and low-dose bevacizumab therapy appears to be effective in extending both OS and PFS in rGBM patients. Continuous TISF-ctDNA testing shows potential utility in complementing radiological monitoring. The temporal change pattern of TISF MVAF is more predictive of immunotherapy response than imaging. PLR before immunotherapy can screen patients likely to benefit from tislelizumab plus low-dose bevacizumab therapy. TRIAL REGISTRATION The trial registration number: NCT05502991; Date of registration: 2022-08-14.
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Affiliation(s)
- Dayang Wang
- Department of Neurosurgery, Henan University People's Hospital, Henan Provincial People's Hospital, Zhengzhou, China
- Precision Diagnosis and Treatment Engineering Research Center for Glioma Henan Province, Zhengzhou, China
- Clinical Center for Glioma Henan Provincial People's Hospital, Zhengzhou, China
| | - Jiubing Zhang
- Department of Neurosurgery, Zhengzhou University People's Hospital, Henan Provincial People's Hospital, Zhengzhou, China
- Precision Diagnosis and Treatment Engineering Research Center for Glioma Henan Province, Zhengzhou, China
- Clinical Center for Glioma Henan Provincial People's Hospital, Zhengzhou, China
| | - Chaojie Bu
- Precision Diagnosis and Treatment Engineering Research Center for Glioma Henan Province, Zhengzhou, China
- Clinical Center for Glioma Henan Provincial People's Hospital, Zhengzhou, China
- Department of Psychological Medicine, Henan Provincial People's Hospital, Zhengzhou University People's Hospital, Henan University People's Hospital, Zhengzhou, Henan, China
| | - Guanzheng Liu
- Department of Neurosurgery, Zhengzhou University People's Hospital, Henan Provincial People's Hospital, Zhengzhou, China
- Precision Diagnosis and Treatment Engineering Research Center for Glioma Henan Province, Zhengzhou, China
- Clinical Center for Glioma Henan Provincial People's Hospital, Zhengzhou, China
| | - Guangzhong Guo
- Department of Neurosurgery, Zhengzhou University People's Hospital, Henan Provincial People's Hospital, Zhengzhou, China
- Precision Diagnosis and Treatment Engineering Research Center for Glioma Henan Province, Zhengzhou, China
- Clinical Center for Glioma Henan Provincial People's Hospital, Zhengzhou, China
| | - Ziyue Zhang
- Department of Neurosurgery, Zhengzhou University People's Hospital, Henan Provincial People's Hospital, Zhengzhou, China
- Precision Diagnosis and Treatment Engineering Research Center for Glioma Henan Province, Zhengzhou, China
- Clinical Center for Glioma Henan Provincial People's Hospital, Zhengzhou, China
| | - Guangming Lv
- Department of Neurosurgery, Zhengzhou University People's Hospital, Henan Provincial People's Hospital, Zhengzhou, China
- Precision Diagnosis and Treatment Engineering Research Center for Glioma Henan Province, Zhengzhou, China
- Clinical Center for Glioma Henan Provincial People's Hospital, Zhengzhou, China
| | - Zhiyuan Sheng
- Department of Neurosurgery, Zhengzhou University People's Hospital, Henan Provincial People's Hospital, Zhengzhou, China
- Precision Diagnosis and Treatment Engineering Research Center for Glioma Henan Province, Zhengzhou, China
- Clinical Center for Glioma Henan Provincial People's Hospital, Zhengzhou, China
| | - Zhaoyue Yan
- Department of Neurosurgery, Zhengzhou University People's Hospital, Henan Provincial People's Hospital, Zhengzhou, China
- Precision Diagnosis and Treatment Engineering Research Center for Glioma Henan Province, Zhengzhou, China
- Clinical Center for Glioma Henan Provincial People's Hospital, Zhengzhou, China
| | - Yvshuai Gao
- Department of Neurosurgery, Zhengzhou University People's Hospital, Henan Provincial People's Hospital, Zhengzhou, China
- Precision Diagnosis and Treatment Engineering Research Center for Glioma Henan Province, Zhengzhou, China
- Clinical Center for Glioma Henan Provincial People's Hospital, Zhengzhou, China
| | - Meiyun Wang
- Department of Radiology, Henan Provincial People's Hospital, Zhengzhou, China
| | - Gang Liu
- Department of Center for Clinical Single Cell Biomedicine, Department of Oncology, Clinical Research Center, Henan Provincial People's Hospital, Zhengzhou University People's Hospital, Zhengzhou, China
| | - Ruijiao Zhao
- Department of Pathology, Henan Provincial People's Hospital, Zhengzhou, China
| | - Tianxiao Li
- Department of Neurosurgery, Henan University People's Hospital, Henan Provincial People's Hospital, Zhengzhou, China
- Department of Neurosurgery, Zhengzhou University People's Hospital, Henan Provincial People's Hospital, Zhengzhou, China
| | - Chunxiao Ma
- Department of Neurosurgery, Henan University People's Hospital, Henan Provincial People's Hospital, Zhengzhou, China
- Department of Neurosurgery, Zhengzhou University People's Hospital, Henan Provincial People's Hospital, Zhengzhou, China
- Precision Diagnosis and Treatment Engineering Research Center for Glioma Henan Province, Zhengzhou, China
- Clinical Center for Glioma Henan Provincial People's Hospital, Zhengzhou, China
| | - Xingyao Bu
- Department of Neurosurgery, Henan University People's Hospital, Henan Provincial People's Hospital, Zhengzhou, China.
- Department of Neurosurgery, Zhengzhou University People's Hospital, Henan Provincial People's Hospital, Zhengzhou, China.
- Precision Diagnosis and Treatment Engineering Research Center for Glioma Henan Province, Zhengzhou, China.
- Clinical Center for Glioma Henan Provincial People's Hospital, Zhengzhou, China.
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Guo G, Zhang Z, Zhang J, Wang D, Xu S, Liu G, Gao Y, Mei J, Yan Z, Zhao R, Wang M, Li T, Bu X. Predicting recurrent glioblastoma clinical outcome to immune checkpoint inhibition and low-dose bevacizumab with tumor in situ fluid circulating tumor DNA analysis. Cancer Immunol Immunother 2024; 73:193. [PMID: 39105794 PMCID: PMC11303371 DOI: 10.1007/s00262-024-03774-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/08/2024] [Accepted: 07/05/2024] [Indexed: 08/07/2024]
Abstract
OBJECTIVE Most recurrent glioblastoma (rGBM) patients do not benefit from immune checkpoint inhibition, emphasizing the necessity for response biomarkers. This study evaluates whether tumor in situ fluid (TISF) circulating tumor DNA (ctDNA) could serve as a biomarker for response to low-dose bevacizumab (Bev) plus anti-PD-1 therapy in rGBM patients, aiming to enhance systemic responses to immunotherapy. METHODS In this phase II trial, 32 GBM patients with first recurrence after standard therapy were enrolled and then received tislelizumab plus low-dose Bev each cycle. TISF samples were analyzed for ctDNA using a 551-gene panel before each treatment. RESULTS The median progression-free survival (mPFS) and overall survival (mOS) were 8.2 months (95% CI, 5.2-11.1) and 14.3 months (95% CI, 6.5-22.1), respectively. The 12-month OS was 43.8%, and the objective response rate was 56.3%. Patients with more than 20% reduction in the mutant allele fraction and tumor mutational burden after treatment were significantly associated with better prognosis compared to baseline TISF-ctDNA. Among detectable gene mutations, patients with MUC16 mutation, EGFR mutation & amplification, SRSF2 amplification, and H3F3B amplification were significantly associated with worse prognosis. CONCLUSIONS Low-dose Bev plus anti-PD-1 therapy significantly improves OS in rGBM patients, offering guiding significance for future individualized treatment strategies. TISF-ctDNA can monitor rGBM patients' response to combination therapy and guide treatment. CLINICAL TRIAL REGISTRATION This trial is registered with ClinicalTrials.gov, NCT05540275.
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Affiliation(s)
- Guangzhong Guo
- Department of Neurosurgery, Juha International Center for Neurosurgery, Glioma Clinical Diagnosis and Treatment Center of Henan Province, Glioma Engineering Research Center for Precision Diagnosis and Treatment of Henan Province, Zhengzhou University People's Hospital, Zhengzhou, 450003, Henan, China
| | - Ziyue Zhang
- Department of Neurosurgery, Juha International Center for Neurosurgery, Glioma Clinical Diagnosis and Treatment Center of Henan Province, Glioma Engineering Research Center for Precision Diagnosis and Treatment of Henan Province, Zhengzhou University People's Hospital, Zhengzhou, 450003, Henan, China
| | - Jiubing Zhang
- Department of Neurosurgery, Juha International Center for Neurosurgery, Glioma Clinical Diagnosis and Treatment Center of Henan Province, Glioma Engineering Research Center for Precision Diagnosis and Treatment of Henan Province, Zhengzhou University People's Hospital, Zhengzhou, 450003, Henan, China
| | - Dayang Wang
- Department of Cerebrovascular Disease, Zhengzhou University People's Hospital, Henan Provincial People's Hospital, Henan University People's Hospital, Zhengzhou, Henan, China
| | - Sensen Xu
- Department of Neurosurgery, Juha International Center for Neurosurgery, Glioma Clinical Diagnosis and Treatment Center of Henan Province, Glioma Engineering Research Center for Precision Diagnosis and Treatment of Henan Province, Zhengzhou University People's Hospital, Zhengzhou, 450003, Henan, China
| | - Guanzheng Liu
- Department of Neurosurgery, Juha International Center for Neurosurgery, Glioma Clinical Diagnosis and Treatment Center of Henan Province, Glioma Engineering Research Center for Precision Diagnosis and Treatment of Henan Province, Zhengzhou University People's Hospital, Zhengzhou, 450003, Henan, China
| | - Yushuai Gao
- Department of Neurosurgery, Juha International Center for Neurosurgery, Glioma Clinical Diagnosis and Treatment Center of Henan Province, Glioma Engineering Research Center for Precision Diagnosis and Treatment of Henan Province, Zhengzhou University People's Hospital, Zhengzhou, 450003, Henan, China
| | - Jie Mei
- Department of Neurosurgery, Juha International Center for Neurosurgery, Glioma Clinical Diagnosis and Treatment Center of Henan Province, Glioma Engineering Research Center for Precision Diagnosis and Treatment of Henan Province, Zhengzhou University People's Hospital, Zhengzhou, 450003, Henan, China
| | - Zhaoyue Yan
- Department of Neurosurgery, Juha International Center for Neurosurgery, Glioma Clinical Diagnosis and Treatment Center of Henan Province, Glioma Engineering Research Center for Precision Diagnosis and Treatment of Henan Province, Zhengzhou University People's Hospital, Zhengzhou, 450003, Henan, China
| | - Ruijiao Zhao
- Department of Pathology, Zhengzhou University People's Hospital, Henan Provincial People's Hospital, Henan University People's Hospital, Zhengzhou, Henan, China
| | - Meiyun Wang
- Department of Radiology, Zhengzhou University People's Hospital, Henan Provincial People's Hospital, Henan University People's Hospital, Zhengzhou, Henan, China
| | - Tianxiao Li
- Henan Provincial Neurointerventional Engineering Research Center, Henan International Joint Laboratory of Cerebrovascular Disease, Henan Engineering Research Center of Cerebrovascular Intervention Innovation, Zhengzhou, Henan, China
- Department of Cerebrovascular Disease, Zhengzhou University People's Hospital, Henan Provincial People's Hospital, Henan University People's Hospital, Zhengzhou, Henan, China
| | - Xingyao Bu
- Department of Neurosurgery, Juha International Center for Neurosurgery, Glioma Clinical Diagnosis and Treatment Center of Henan Province, Glioma Engineering Research Center for Precision Diagnosis and Treatment of Henan Province, Zhengzhou University People's Hospital, Zhengzhou, 450003, Henan, China.
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Song HH, Park H, Cho D, Bang HI, Oh HJ, Kim J. Optimization of a Protocol for Isolating Cell-free DNA From Cerebrospinal Fluid. Ann Lab Med 2024; 44:294-298. [PMID: 38151854 PMCID: PMC10813833 DOI: 10.3343/alm.2023.0267] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/10/2023] [Revised: 11/01/2023] [Accepted: 12/08/2023] [Indexed: 12/29/2023] Open
Abstract
A standardized protocol for the isolation of cell-free DNA (cfDNA) from cerebrospinal fluid (CSF) is lacking. Therefore, we established a cfDNA isolation protocol optimized for clinical CSF specimens, integrating acceptable modifications and using artificial CSF generated from remnant CSF spiked with reference cell-free tumor DNA (ctDNA). We compared the isolation yields of in vitro diagnostic (IVD)-certified column-based (CB) and magnetic bead-based (MB) isolation. Furthermore, we modified both methods, including pre- and post-elution steps. To confirm ctDNA integrity and quantify the variant allele frequency after isolation, we performed droplet digital PCR (ddPCR) targeting IDH1 R132C in the reference ctDNA. MB isolation had a higher yield than CB isolation (P<0.0001), and post-isolation vacuum increased the final concentration in both methods, with little effect on cfDNA integrity. Our study provides a protocol to maximize CSF-ctDNA concentrations in IVD testing and future studies.
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Affiliation(s)
- Ho Hyun Song
- Department of Interdisciplinary Program in Biomedical Science, Graduate School, Soonchunhyang University, Asan, Korea
| | - Hyeran Park
- Department of Neurosurgery, Soonchunhyang University Seoul Hospital, Seoul, Korea
| | - Doohwan Cho
- Department of Laboratory Medicine, Soonchunhyang University Seoul Hospital, Seoul, Korea
| | - Hae In Bang
- Department of Laboratory Medicine, Soonchunhyang University Seoul Hospital, Seoul, Korea
| | - Hyuk-Jin Oh
- Department of Neurosurgery, Soonchunhyang University Cheonan Hospital, Cheonan, Korea
| | - Jieun Kim
- Department of Laboratory Medicine, Soonchunhyang University Seoul Hospital, Seoul, Korea
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Sheng Z, Bu C, Mei J, Xu S, Zhang Z, Guo G, Gao Y, Xing L, Chen Z, Hernesniemi J, Zemmar A, Bu X. Tracking tumor evolution during the first-line treatment in brain glioma via serial profiling of cell-free tumor DNA from tumor in situ fluid. Front Oncol 2023; 13:1238607. [PMID: 37920153 PMCID: PMC10619896 DOI: 10.3389/fonc.2023.1238607] [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: 06/12/2023] [Accepted: 09/12/2023] [Indexed: 11/04/2023] Open
Abstract
Objective Tumor in situ fluid (TISF) refers to the fluid within surgical cavities of glioma. Several studies preliminarily proved the value of cell-free tumor DNA (cf-tDNA) from TISF in the dynamic characterization of the glioma genome. Here, we assessed the potential utility of TISF cf-tDNA in broad aspects of tumor evolution under therapeutic pressure. Methods This study was conducted under an Institutional Review Board-approved protocol at Henan Provincial People's Hospital (China). Cf-tDNA samples were sequenced with a designed 68-gene panel. A total of 205 cf-tDNA samples from 107 patients were studied. The clinical relevance of serial cf-tDNA profiling during the postoperative course was analyzed. Results At least one tumor mutations were detected in 179/205 (87.3%) TISF cf-tDNA samples. Serial cf-tDNA was complementary to molecular residual disease and to initial tumors. Serial cf-tDNA revealed the selection of pre-existing mismatch repair-deficient cells by temozolomide as a resistant mechanism. Cf-tDNA parameters during treatment were predictive of recurrence, and serial cf-tDNA monitoring had diagnostic value for early recurrence. A total of 223 potentially actionable genomic alterations were assessed in cf-tDNA samples, wherein 78% were not found in any tumor tissue. Conclusions In conclusion, serial TISF cf-tDNA profiling is valuable in tracking the tumor evolution of glioma during treatment and may be a feasible non-invasive option for monitoring glioma in future prospective studies and clinical practice.
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Affiliation(s)
- Zhiyuan Sheng
- Department of Neurosurgery, Zhengzhou University People’s Hospital, Henan Provincial People’s Hospital, Zhengzhou, China
- Juha International Center for Neurosurgery, Henan Provincial People’s Hospital, Zhengzhou, China
| | - Chaojie Bu
- Department of Neurosurgery, Zhengzhou University People’s Hospital, Henan Provincial People’s Hospital, Zhengzhou, China
- Department of Psychological Medicine, Henan Provincial People’s Hospital, Zhengzhou, China
| | - Jie Mei
- Department of Neurosurgery, Zhengzhou University People’s Hospital, Henan Provincial People’s Hospital, Zhengzhou, China
- Department of Nursing, Henan Provincial People’s Hospital, Zhengzhou, China
| | - Sensen Xu
- Department of Neurosurgery, Zhengzhou University People’s Hospital, Henan Provincial People’s Hospital, Zhengzhou, China
| | - Ziyue Zhang
- Department of Neurosurgery, Zhengzhou University People’s Hospital, Henan Provincial People’s Hospital, Zhengzhou, China
| | - Guangzhong Guo
- Department of Neurosurgery, Zhengzhou University People’s Hospital, Henan Provincial People’s Hospital, Zhengzhou, China
| | - Yushuai Gao
- Department of Neurosurgery, Zhengzhou University People’s Hospital, Henan Provincial People’s Hospital, Zhengzhou, China
| | - Liyuan Xing
- Department of Nursing, Henan Provincial People’s Hospital, Zhengzhou, China
| | - Zhongcan Chen
- Department of Neurosurgery, Zhengzhou University People’s Hospital, Henan Provincial People’s Hospital, Zhengzhou, China
- Juha International Center for Neurosurgery, Henan Provincial People’s Hospital, Zhengzhou, China
| | - Juha Hernesniemi
- Department of Neurosurgery, Zhengzhou University People’s Hospital, Henan Provincial People’s Hospital, Zhengzhou, China
- Juha International Center for Neurosurgery, Henan Provincial People’s Hospital, Zhengzhou, China
| | - Ajmal Zemmar
- Department of Neurosurgery, Zhengzhou University People’s Hospital, Henan Provincial People’s Hospital, Zhengzhou, China
- Juha International Center for Neurosurgery, Henan Provincial People’s Hospital, Zhengzhou, China
| | - Xingyao Bu
- Department of Neurosurgery, Zhengzhou University People’s Hospital, Henan Provincial People’s Hospital, Zhengzhou, China
- Juha International Center for Neurosurgery, Henan Provincial People’s Hospital, Zhengzhou, China
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Liu G, Bu C, Guo G, Zhang Z, Sheng Z, Deng K, Wu S, Xu S, Bu Y, Gao Y, Wang M, Liu G, Kong L, Li T, Li M, Bu X. Molecular and clonal evolution in vivo reveal a common pathway of distant relapse gliomas. iScience 2023; 26:107528. [PMID: 37649695 PMCID: PMC10462858 DOI: 10.1016/j.isci.2023.107528] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/06/2022] [Revised: 06/18/2023] [Accepted: 07/28/2023] [Indexed: 09/01/2023] Open
Abstract
The evolutionary trajectories of genomic alterations underlying distant recurrence in glioma remain largely unknown. To elucidate glioma evolution, we analyzed the evolutionary trajectories of matched pairs of primary tumors and relapse tumors or tumor in situ fluid (TISF) based on deep whole-genome sequencing data (ctDNA). We found that MMR gene mutations occurred in the late stage in IDH-mutant glioma during gene evolution, which activates multiple signaling pathways and significantly increases distant recurrence potential. The proneural subtype characterized by PDGFRA amplification was likely prone to hypermutation and distant recurrence following treatment. The classical and mesenchymal subtypes tended to progress locally through subclonal reconstruction, trunk genes transformation, and convergence evolution. EGFR and NOTCH signaling pathways and CDNK2A mutation play an important role in promoting tumor local progression. Glioma subtypes displayed distinct preferred evolutionary patterns. ClinicalTrials.gov, NCT05512325.
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Affiliation(s)
- Guanzheng Liu
- Department of Neurosurgery, Zhengzhou University People’s Hospital, Henan Provincial People’s Hospital, Zhengzhou 450003, China
- Juha International Central Laboratory of Neurosurgery, Henan Provincial People’s Hospital, Zhengzhou 450003, China
| | - Chaojie Bu
- Department of Neurosurgery, Zhengzhou University People’s Hospital, Henan Provincial People’s Hospital, Zhengzhou 450003, China
- Juha International Central Laboratory of Neurosurgery, Henan Provincial People’s Hospital, Zhengzhou 450003, China
| | - Guangzhong Guo
- Department of Neurosurgery, Zhengzhou University People’s Hospital, Henan Provincial People’s Hospital, Zhengzhou 450003, China
- Juha International Central Laboratory of Neurosurgery, Henan Provincial People’s Hospital, Zhengzhou 450003, China
| | - Zhiyue Zhang
- Department of Neurosurgery, Zhengzhou University People’s Hospital, Henan Provincial People’s Hospital, Zhengzhou 450003, China
- Juha International Central Laboratory of Neurosurgery, Henan Provincial People’s Hospital, Zhengzhou 450003, China
| | - Zhiyuan Sheng
- Department of Neurosurgery, Zhengzhou University People’s Hospital, Henan Provincial People’s Hospital, Zhengzhou 450003, China
- Juha International Central Laboratory of Neurosurgery, Henan Provincial People’s Hospital, Zhengzhou 450003, China
| | - Kaiyuan Deng
- Department of Neurosurgery, Zhengzhou University People’s Hospital, Henan Provincial People’s Hospital, Zhengzhou 450003, China
- Juha International Central Laboratory of Neurosurgery, Henan Provincial People’s Hospital, Zhengzhou 450003, China
| | - Shuang Wu
- Department of Neurosurgery, Zhengzhou University People’s Hospital, Henan Provincial People’s Hospital, Zhengzhou 450003, China
- Juha International Central Laboratory of Neurosurgery, Henan Provincial People’s Hospital, Zhengzhou 450003, China
| | - Sensen Xu
- Department of Neurosurgery, Zhengzhou University People’s Hospital, Henan Provincial People’s Hospital, Zhengzhou 450003, China
- Juha International Central Laboratory of Neurosurgery, Henan Provincial People’s Hospital, Zhengzhou 450003, China
| | - Yage Bu
- Department of Neurosurgery, Zhengzhou University People’s Hospital, Henan Provincial People’s Hospital, Zhengzhou 450003, China
- Juha International Central Laboratory of Neurosurgery, Henan Provincial People’s Hospital, Zhengzhou 450003, China
| | - Yushuai Gao
- Department of Neurosurgery, Zhengzhou University People’s Hospital, Henan Provincial People’s Hospital, Zhengzhou 450003, China
- Juha International Central Laboratory of Neurosurgery, Henan Provincial People’s Hospital, Zhengzhou 450003, China
| | - Meiyun Wang
- Department of Radiology, Henan Provincial People’s Hospital, Zhengzhou 450003, China
| | - Gang Liu
- Department of Center for Clinical Single Cell Biomedicine, Clinical Research Center, Department of Oncology, Henan Provincial People’s Hospital, Zhengzhou University People’s Hospital, Zhengzhou 450003, China
| | - Lingfei Kong
- Department of Pathology, Henan Provincial People’s Hospital, Zhengzhou 450003, China
| | - Tianxiao Li
- Department of Neurosurgery, Zhengzhou University People’s Hospital, Henan Provincial People’s Hospital, Zhengzhou 450003, China
- Juha International Central Laboratory of Neurosurgery, Henan Provincial People’s Hospital, Zhengzhou 450003, China
| | - Ming Li
- Department of Neurosurgery, Zhengzhou University People’s Hospital, Henan Provincial People’s Hospital, Zhengzhou 450003, China
- Juha International Central Laboratory of Neurosurgery, Henan Provincial People’s Hospital, Zhengzhou 450003, China
| | - Xingyao Bu
- Department of Neurosurgery, Zhengzhou University People’s Hospital, Henan Provincial People’s Hospital, Zhengzhou 450003, China
- Juha International Central Laboratory of Neurosurgery, Henan Provincial People’s Hospital, Zhengzhou 450003, China
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Liu G, Bu C, Guo G, Zhang Z, Sheng Z, Deng K, Wu S, Xu S, Bu Y, Gao Y, Wang M, Liu G, Kong L, Li T, Li M, Bu X. Genomic alterations of oligodendrogliomas at distant recurrence. Cancer Med 2023; 12:17171-17183. [PMID: 37533228 PMCID: PMC10501240 DOI: 10.1002/cam4.6327] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/18/2023] [Revised: 06/19/2023] [Accepted: 06/28/2023] [Indexed: 08/04/2023] Open
Abstract
BACKGROUND Oligodendroglioma is known for its relatively better prognosis and responsiveness to radiotherapy and chemotherapy. However, little is known about the evolution of genetic changes as oligodendroglioma progresses. METHODS In this study, we evaluated gene evolution invivo during tumor progression based on deep whole-genome sequencing data (ctDNA). We analyzed longitudinal genomic data from six patients during tumor evolution, of which five patients developed distant recurrence. RESULTS Whole-exome sequencing demonstrated that the rate of shared mutations between the primary and recurrent samples was relatively low. In two cases, even well-known major driver mutations in CIC and FUBP1 that were detected in primary tumors were not detected in the relapse samples. Among these cases, two patients had a conversion from the IDH mutation in the originating state to the IDH1 wild state during the process of gene evolution under chemotherapy treatment, indicating that the cell phenotype and genetic characteristics of oligodendroglioma may change during tumor evolution. Two patients received long-term temozolomide (TMZ) treatment before the operation, and we found that recurrence tumors harbored mutations in the PI3K/AKT and Sonic hedgehog (SHh) signaling pathways. Hypermutation occurred with mutations in MMR genes in one patient, contributing to the rapid progression of the tumor. CONCLUSION Oligodendroglioma displayed great spatial and temporal heterogeneity during tumor evolution. The PI3K/AKT and SHh signaling pathways may play an important role in promoting treatment resistance and distant relapse during oligodendroglioma evolution. In addition, there was a tendency to increase the degree of tumor malignancy during evolution. Distant recurrence may be a later event duringoligodendroglioma progression. CLINICALTRIALS gov, Identifier: NCT05512325.
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Affiliation(s)
- Guanzheng Liu
- Department of NeurosurgeryZhengzhou University People's Hospital, Henan Provincial People's HospitalZhengzhouChina
- Juha International Central Laboratory of NeurosurgeryHenan Provincial People's HospitalZhengzhouChina
| | - Chaojie Bu
- Department of NeurosurgeryZhengzhou University People's Hospital, Henan Provincial People's HospitalZhengzhouChina
- Juha International Central Laboratory of NeurosurgeryHenan Provincial People's HospitalZhengzhouChina
| | - Guangzhong Guo
- Department of NeurosurgeryZhengzhou University People's Hospital, Henan Provincial People's HospitalZhengzhouChina
- Juha International Central Laboratory of NeurosurgeryHenan Provincial People's HospitalZhengzhouChina
| | - Zhiyue Zhang
- Department of NeurosurgeryZhengzhou University People's Hospital, Henan Provincial People's HospitalZhengzhouChina
- Juha International Central Laboratory of NeurosurgeryHenan Provincial People's HospitalZhengzhouChina
| | - Zhiyuan Sheng
- Department of NeurosurgeryZhengzhou University People's Hospital, Henan Provincial People's HospitalZhengzhouChina
- Juha International Central Laboratory of NeurosurgeryHenan Provincial People's HospitalZhengzhouChina
| | - Kaiyuan Deng
- Department of NeurosurgeryZhengzhou University People's Hospital, Henan Provincial People's HospitalZhengzhouChina
- Juha International Central Laboratory of NeurosurgeryHenan Provincial People's HospitalZhengzhouChina
| | - Shuang Wu
- Department of NeurosurgeryZhengzhou University People's Hospital, Henan Provincial People's HospitalZhengzhouChina
- Juha International Central Laboratory of NeurosurgeryHenan Provincial People's HospitalZhengzhouChina
| | - Sensen Xu
- Department of NeurosurgeryZhengzhou University People's Hospital, Henan Provincial People's HospitalZhengzhouChina
- Juha International Central Laboratory of NeurosurgeryHenan Provincial People's HospitalZhengzhouChina
| | - Yage Bu
- Department of NeurosurgeryZhengzhou University People's Hospital, Henan Provincial People's HospitalZhengzhouChina
- Juha International Central Laboratory of NeurosurgeryHenan Provincial People's HospitalZhengzhouChina
| | - Yushuai Gao
- Department of NeurosurgeryZhengzhou University People's Hospital, Henan Provincial People's HospitalZhengzhouChina
- Juha International Central Laboratory of NeurosurgeryHenan Provincial People's HospitalZhengzhouChina
| | - Meiyun Wang
- Department of RadiologyHenan Provincial People's HospitalZhengzhouChina
| | - Gang Liu
- Department of Center for Clinical Single Cell Biomedicine, Department of Oncology, Clinical Research Center, Henan Provincial People's HospitalZhengzhou University People's HospitalZhengzhouChina
| | - Lingfei Kong
- Department of PathologyHenan Provincial People's HospitalZhengzhouChina
| | - Tianxiao Li
- Department of NeurosurgeryZhengzhou University People's Hospital, Henan Provincial People's HospitalZhengzhouChina
- Juha International Central Laboratory of NeurosurgeryHenan Provincial People's HospitalZhengzhouChina
| | - Ming Li
- Department of NeurosurgeryZhengzhou University People's Hospital, Henan Provincial People's HospitalZhengzhouChina
- Juha International Central Laboratory of NeurosurgeryHenan Provincial People's HospitalZhengzhouChina
| | - Xingyao Bu
- Department of NeurosurgeryZhengzhou University People's Hospital, Henan Provincial People's HospitalZhengzhouChina
- Juha International Central Laboratory of NeurosurgeryHenan Provincial People's HospitalZhengzhouChina
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7
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Philip AK, Samuel BA, Bhatia S, Khalifa SAM, El-Seedi HR. Artificial Intelligence and Precision Medicine: A New Frontier for the Treatment of Brain Tumors. Life (Basel) 2022; 13:24. [PMID: 36675973 PMCID: PMC9866715 DOI: 10.3390/life13010024] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/14/2022] [Revised: 12/08/2022] [Accepted: 12/19/2022] [Indexed: 12/24/2022] Open
Abstract
Brain tumors are a widespread and serious neurological phenomenon that can be life- threatening. The computing field has allowed for the development of artificial intelligence (AI), which can mimic the neural network of the human brain. One use of this technology has been to help researchers capture hidden, high-dimensional images of brain tumors. These images can provide new insights into the nature of brain tumors and help to improve treatment options. AI and precision medicine (PM) are converging to revolutionize healthcare. AI has the potential to improve cancer imaging interpretation in several ways, including more accurate tumor genotyping, more precise delineation of tumor volume, and better prediction of clinical outcomes. AI-assisted brain surgery can be an effective and safe option for treating brain tumors. This review discusses various AI and PM techniques that can be used in brain tumor treatment. These new techniques for the treatment of brain tumors, i.e., genomic profiling, microRNA panels, quantitative imaging, and radiomics, hold great promise for the future. However, there are challenges that must be overcome for these technologies to reach their full potential and improve healthcare.
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Affiliation(s)
- Anil K. Philip
- School of Pharmacy, University of Nizwa, Birkat Al Mouz, Nizwa 616, Oman
| | - Betty Annie Samuel
- School of Pharmacy, University of Nizwa, Birkat Al Mouz, Nizwa 616, Oman
| | - Saurabh Bhatia
- Natural and Medical Science Research Center, University of Nizwa, Birkat Al Mouz, Nizwa 616, Oman
| | - Shaden A. M. Khalifa
- Department of Molecular Biosciences, The Wenner-Gren Institute, Stockholm University, S-106 91 Stockholm, Sweden
| | - Hesham R. El-Seedi
- International Research Center for Food Nutrition and Safety, Jiangsu University, Zhenjiang 212013, China
- Pharmacognosy Group, Department of Pharmaceutical Biosciences, BMC, Uppsala University, SE-751 24 Uppsala, Sweden
- International Joint Research Laboratory of Intelligent Agriculture and Agri-Products Processing, Jiangsu Education Department, Jiangsu University, Nanjing 210024, China
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8
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Ge X, Xu M, Cheng T, Hu N, Sun P, Lu B, Wang Z, Li J. TP53I13 promotes metastasis in glioma via macrophages, neutrophils, and fibroblasts and is a potential prognostic biomarker. Front Immunol 2022; 13:974346. [PMID: 36275718 PMCID: PMC9585303 DOI: 10.3389/fimmu.2022.974346] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/21/2022] [Accepted: 09/20/2022] [Indexed: 11/13/2022] Open
Abstract
Background TP53I13 is a protein coding tumor suppression gene encoded by the tumor protein p53. Overexpression of TP53I13 impedes tumor cell proliferation. Nevertheless, TP53I13 role and expression in the emergence and progression of glioma (low-grade glioma and glioblastoma) are yet to be identified. Thus, we aim to use comprehensive bioinformatics analyses to investigate TP53I13 and its prognostic value in gliomas. Methods Multiple databases were consulted to evaluate and assess the expression of TP53I13, such as the Cancer Genome Atlas (TCGA), the Chinese Glioma Genome Atlas (CGGA), GeneMANIA, and Gene Expression Profiling Interactive. TP53I13 expression was further explored using immunohistochemistry (IHC) and multiplex immunohistochemistry (mIHC). Through Gene Set Enrichment Analysis (GSEA), the biological functions of TP53I13 and metastatic processes associated with it were studied. Results The expression of TP53I13 was higher in tumor samples compared to normal samples. In samples retrieved from the TCGA and CGGA databases, high TP53I13 expression was associated with poor survival outcomes. The analysis of multivariate Cox showed that TP53I13 might be an independent prognostic marker of glioma. It was also found that increased expression of TP53I13 was significantly correlated with PRS type, status, 1p/19q codeletion status, IDH mutation status, chemotherapy, age, and tumor grade. According to CIBERSORT (Cell-type Identification by Estimating Relative Subsets of RNA Transcript), the expression of TP53I13 correlates with macrophages, neutrophils, and dendritic cells. GSEA shows a close correlation between TP53I13 and p53 signaling pathways, DNA replication, and the pentose phosphate pathway. Conclusion Our results reveal a close correlation between TP53I13 and gliomas. Further, TP53I13 expression could affect the survival outcomes in glioma patients. In addition, TP53I13 was an independent marker that was crucial in regulating the infiltration of immune cells into tumors. As a result of these findings, TP53I13 might represent a new biomarker of immune infiltration and prognosis in patients with gliomas.
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Affiliation(s)
- Xinqi Ge
- Department of Clinical Biobank & Institute of Oncology, Affiliated Hospital of Nantong University, Medical School of Nantong University, Nantong, China
- Medical School of Nantong University, Nantong, China
| | - Manyu Xu
- Department of Clinical Biobank & Institute of Oncology, Affiliated Hospital of Nantong University, Medical School of Nantong University, Nantong, China
- Medical School of Nantong University, Nantong, China
| | - Tong Cheng
- Department of Clinical Biobank & Institute of Oncology, Affiliated Hospital of Nantong University, Medical School of Nantong University, Nantong, China
- Medical School of Nantong University, Nantong, China
| | - Nan Hu
- Medical School of Nantong University, Nantong, China
| | - Pingping Sun
- Department of Clinical Biobank & Institute of Oncology, Affiliated Hospital of Nantong University, Medical School of Nantong University, Nantong, China
| | - Bing Lu
- Department of Clinical Biobank & Institute of Oncology, Affiliated Hospital of Nantong University, Medical School of Nantong University, Nantong, China
| | - Ziheng Wang
- Department of Clinical Biobank & Institute of Oncology, Affiliated Hospital of Nantong University, Medical School of Nantong University, Nantong, China
- Department of Neurosurgery, Affiliated Hospital of Nantong University, Medical School of Nantong University, Nantong, China
- Centre for Precision Medicine Research and Training, Faculty of Health Sciences, University of Macau, Macau SAR, China
- *Correspondence: Jian Li, ; Ziheng Wang,
| | - Jian Li
- Department of Neurosurgery, Affiliated Hospital of Nantong University, Medical School of Nantong University, Nantong, China
- *Correspondence: Jian Li, ; Ziheng Wang,
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9
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Senhaji N, Squalli Houssaini A, Lamrabet S, Louati S, Bennis S. Molecular and Circulating Biomarkers in Patients with Glioblastoma. Int J Mol Sci 2022; 23:7474. [PMID: 35806478 PMCID: PMC9267689 DOI: 10.3390/ijms23137474] [Citation(s) in RCA: 19] [Impact Index Per Article: 9.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/30/2022] [Revised: 04/28/2022] [Accepted: 05/16/2022] [Indexed: 02/04/2023] Open
Abstract
Glioblastoma is the most aggressive malignant tumor of the central nervous system with a low survival rate. The difficulty of obtaining this tumor material represents a major limitation, making the real-time monitoring of tumor progression difficult, especially in the events of recurrence or resistance to treatment. The identification of characteristic biomarkers is indispensable for an accurate diagnosis, the rigorous follow-up of patients, and the development of new personalized treatments. Liquid biopsy, as a minimally invasive procedure, holds promise in this regard. The purpose of this paper is to summarize the current literature regarding the identification of molecular and circulating glioblastoma biomarkers and the importance of their integration as a valuable tool to improve patient care.
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Affiliation(s)
- Nadia Senhaji
- Department of Biology, Faculty of Sciences, Moulay Ismail University, Meknes 50000, Morocco
- Laboratory of Biomedical and Translational Research, Faculty of Medicine, Pharmacy and Dental Medicine of Fez, Sidi Mohamed Ben Abdellah University, Fez 30070, Morocco; (A.S.H.); (S.L.); (S.B.)
| | - Asmae Squalli Houssaini
- Laboratory of Biomedical and Translational Research, Faculty of Medicine, Pharmacy and Dental Medicine of Fez, Sidi Mohamed Ben Abdellah University, Fez 30070, Morocco; (A.S.H.); (S.L.); (S.B.)
| | - Salma Lamrabet
- Laboratory of Biomedical and Translational Research, Faculty of Medicine, Pharmacy and Dental Medicine of Fez, Sidi Mohamed Ben Abdellah University, Fez 30070, Morocco; (A.S.H.); (S.L.); (S.B.)
| | - Sara Louati
- Medical Biotechnology Laboratory, Faculty of Medicine and Pharmacy of Rabat, Mohammed Vth University, Rabat 10000, Morocco;
| | - Sanae Bennis
- Laboratory of Biomedical and Translational Research, Faculty of Medicine, Pharmacy and Dental Medicine of Fez, Sidi Mohamed Ben Abdellah University, Fez 30070, Morocco; (A.S.H.); (S.L.); (S.B.)
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10
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Sheng Z, Yu J, Deng K, Bu Y, Wu S, Xu S, Gao Y, Zhang Q, Yan Z, Bu C, Chen Z, Gu J, Jia Y, Gao X, Zemmar A, Sumardi F, Hernesniemi J, Kong L, Liu G, Li M, Wang M, Li T, Bu X. Integrating real-time in vivo tumour genomes for longitudinal analysis and management of glioma recurrence. Clin Transl Med 2021; 11:e567. [PMID: 34841677 PMCID: PMC8567036 DOI: 10.1002/ctm2.567] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/21/2021] [Revised: 08/21/2021] [Accepted: 08/25/2021] [Indexed: 11/07/2022] Open
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11
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Yu J, Sheng Z, Wu S, Gao Y, Yan Z, Bu C, Gu J, Bu Y, Deng K, Xu S, Chen Z, Zhang Q, Zemmar A, Hernesniemi J, Wang M, Liu G, Li T, Bu X. Tumor DNA From Tumor In Situ Fluid Reveals Mutation Landscape of Minimal Residual Disease After Glioma Surgery and Risk of Early Recurrence. Front Oncol 2021; 11:742037. [PMID: 34712610 PMCID: PMC8547270 DOI: 10.3389/fonc.2021.742037] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/15/2021] [Accepted: 09/20/2021] [Indexed: 11/25/2022] Open
Abstract
The recurrence of glioma is a difficult problem in clinical treatment. The molecular markers of primary tumors after resection cannot fully represent the characteristics of recurrent tumors. Here, abundant tumor DNA was detected in tumor in situ fluid (TISF). We report that TISF-derived tumor DNA (TISF-DNA) can detect genomic changes in recurrent tumors and facilitate recurrence risk analysis, providing valuable information for diagnosis and prognosis. The tumor DNA in TISF is more representative and sensitive than that in cerebrospinal fluid. It reveals the mutational landscape of minimal residual disease after glioma surgery and the risk of early recurrence, contributing to the clinical management and clinical research of glioma patients.
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Affiliation(s)
- Jinliang Yu
- Department of Neurosurgery, Children's Hospital Affiliated to Zhengzhou University, Henan Children's Hospital, Zhengzhou Children's Hospital, Zhengzhou, China
| | - Zhiyuan Sheng
- Department of Neurosurgery, Zhengzhou University People's Hospital, Henan Provincial People's Hospital, Zhengzhou, China.,Juha International Central Laboratory of Neurosurgery, Henan Provincial People's Hospital, Zhengzhou, China
| | - Shuang Wu
- Department of Neurosurgery, Zhengzhou University People's Hospital, Henan Provincial People's Hospital, Zhengzhou, China.,Juha International Central Laboratory of Neurosurgery, Henan Provincial People's Hospital, Zhengzhou, China
| | - Yushuai Gao
- Department of Neurosurgery, Zhengzhou University People's Hospital, Henan Provincial People's Hospital, Zhengzhou, China.,Juha International Central Laboratory of Neurosurgery, Henan Provincial People's Hospital, Zhengzhou, China
| | - Zhaoyue Yan
- Department of Neurosurgery, Zhengzhou University People's Hospital, Henan Provincial People's Hospital, Zhengzhou, China.,Juha International Central Laboratory of Neurosurgery, Henan Provincial People's Hospital, Zhengzhou, China
| | - Chaojie Bu
- Juha International Central Laboratory of Neurosurgery, Henan Provincial People's Hospital, Zhengzhou, China.,Juha International Center for Neurosurgery, Henan Provincial People's Hospital, Zhengzhou, China
| | - Jianjun Gu
- Juha International Central Laboratory of Neurosurgery, Henan Provincial People's Hospital, Zhengzhou, China.,Juha International Center for Neurosurgery, Henan Provincial People's Hospital, Zhengzhou, China
| | - Yage Bu
- Department of Neurosurgery, Zhengzhou University People's Hospital, Henan Provincial People's Hospital, Zhengzhou, China.,Juha International Central Laboratory of Neurosurgery, Henan Provincial People's Hospital, Zhengzhou, China
| | - Kaiyuan Deng
- Department of Neurosurgery, Zhengzhou University People's Hospital, Henan Provincial People's Hospital, Zhengzhou, China.,Juha International Central Laboratory of Neurosurgery, Henan Provincial People's Hospital, Zhengzhou, China
| | - Sensen Xu
- Department of Neurosurgery, Zhengzhou University People's Hospital, Henan Provincial People's Hospital, Zhengzhou, China.,Juha International Central Laboratory of Neurosurgery, Henan Provincial People's Hospital, Zhengzhou, China
| | - Zhongcan Chen
- Juha International Central Laboratory of Neurosurgery, Henan Provincial People's Hospital, Zhengzhou, China.,Juha International Center for Neurosurgery, Henan Provincial People's Hospital, Zhengzhou, China
| | - Qianqian Zhang
- Juha International Center for Neurosurgery, Henan Provincial People's Hospital, Zhengzhou, China
| | - Ajmal Zemmar
- Juha International Center for Neurosurgery, Henan Provincial People's Hospital, Zhengzhou, China
| | - Juha Hernesniemi
- Juha International Central Laboratory of Neurosurgery, Henan Provincial People's Hospital, Zhengzhou, China.,Juha International Center for Neurosurgery, Henan Provincial People's Hospital, Zhengzhou, China
| | - Meiyun Wang
- Department of Medical Imaging, Henan Provincial People's Hospital, The People's Hospital of Zhengzhou University, Zhengzhou, China.,Henan Provincial Key Laboratory for Imaging Diagnosis and Research of Neurological Diseases, Henan Provincial People's Hospital, The People's Hospital of Zhengzhou University, Zhengzhou, China
| | - Gang Liu
- Department of Center for Clinical Single Cell Biomedicine, Clinical Research Center, Department of Oncology, Henan Provincial People's Hospital, The People's Hospital of Zhengzhou University, Zhengzhou, China
| | - Tianxiao Li
- Juha International Central Laboratory of Neurosurgery, Henan Provincial People's Hospital, Zhengzhou, China.,Juha International Center for Neurosurgery, Henan Provincial People's Hospital, Zhengzhou, China
| | - Xingyao Bu
- Department of Neurosurgery, Zhengzhou University People's Hospital, Henan Provincial People's Hospital, Zhengzhou, China.,Juha International Central Laboratory of Neurosurgery, Henan Provincial People's Hospital, Zhengzhou, China
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