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1.
Nat Neurosci ; 27(6): 1103-1115, 2024 Jun.
Artigo em Inglês | MEDLINE | ID: mdl-38741020

RESUMO

The subcommissural organ (SCO) is a gland located at the entrance of the aqueduct of Sylvius in the brain. It exists in species as distantly related as amphioxus and humans, but its function is largely unknown. Here, to explore its function, we compared transcriptomes of SCO and non-SCO brain regions and found three genes, Sspo, Car3 and Spdef, that are highly expressed in the SCO. Mouse strains expressing Cre recombinase from endogenous promoter/enhancer elements of these genes were used to genetically ablate SCO cells during embryonic development, resulting in severe hydrocephalus and defects in neuronal migration and development of neuronal axons and dendrites. Unbiased peptidomic analysis revealed enrichment of three SCO-derived peptides, namely, thymosin beta 4, thymosin beta 10 and NP24, and their reintroduction into SCO-ablated brain ventricles substantially rescued developmental defects. Together, these data identify a critical role for the SCO in brain development.


Assuntos
Encéfalo , Órgão Subcomissural , Animais , Camundongos , Encéfalo/metabolismo , Encéfalo/crescimento & desenvolvimento , Encéfalo/embriologia , Órgão Subcomissural/metabolismo , Regulação da Expressão Gênica no Desenvolvimento , Timosina/metabolismo , Timosina/genética , Camundongos Transgênicos , Hidrocefalia/genética , Hidrocefalia/metabolismo , Hidrocefalia/patologia , Neurônios/metabolismo , Movimento Celular/fisiologia , Peptídeos/metabolismo , Camundongos Endogâmicos C57BL
2.
J Neurosurg Spine ; 40(5): 662-668, 2024 May 01.
Artigo em Inglês | MEDLINE | ID: mdl-38335520

RESUMO

OBJECTIVE: Isolated spinal aneurysms (ISAs) are rare causes of subarachnoid hemorrhage (SAH), which encompass a highly heterogeneous group of clinical entities with multifarious pathogeneses, clinical characteristics, and treatment strategies. Therefore, knowledge about the ISAs remains inadequate. In this study, the authors present a comprehensive analysis of clinical data associated with ISAs at their institutions to enhance the understanding of this disease. METHODS: Patients with ISAs confirmed by spinal angiography or surgery at the authors' institutions between 2015 and 2022 were included. Data regarding clinical presentation, lesion location, aneurysm morphology, comorbidities, treatment results, and clinical outcomes were reviewed. RESULTS: Seven patients with ISAs were included in the study. Among them, 4 patients (57.1%) experienced severe headache, and 3 patients (42.9%) reported sudden-onset back pain. Additionally, lower-extremity weakness and urinary retention were observed in 2 of these patients (28.6%). Four of the aneurysms exhibited fusiform morphology, whereas the remaining were saccular. All saccular aneurysms in this series were attributed to hemodynamic factors. Conservative treatment was administered to 3 patients, 2 of whom underwent follow-up digital subtraction angiography, which showed spontaneous occlusion of both aneurysms. Four patients ultimately underwent invasive treatments, including 2 who underwent microsurgery and 2 who received endovascular embolization. One patient died of recurrent SAH, while the remaining 6 patients had a favorable prognosis at the latest follow-up assessment. CONCLUSIONS: The morphology of aneurysms may be associated with their etiology. Saccular ISAs are usually caused by pressure due to abnormally increased blood flow, whereas fusiform lesions may be more likely to be secondary to vessel wall damage. The authors found that a saccular spinal aneurysm in young patients with a significant dilated parent artery may be a vestige of spinal cord arteriovenous shunts. ISAs can be managed by surgical, endovascular, or conservative procedures, and the clinical outcome is generally favorable. However, the heterogeneous nature of the disease necessitates personalized treatment decision-making based on specific clinical features of each patient.


Assuntos
Embolização Terapêutica , Humanos , Masculino , Feminino , Pessoa de Meia-Idade , Adulto , Idoso , Resultado do Tratamento , Hemorragia Subaracnóidea/etiologia , Hemorragia Subaracnóidea/cirurgia , Hemorragia Subaracnóidea/terapia , Aneurisma/cirurgia , Aneurisma/etiologia , Aneurisma/diagnóstico por imagem , Estudos Retrospectivos , Microcirurgia , Angiografia Digital , Procedimentos Endovasculares , Medula Espinal/irrigação sanguínea , Medula Espinal/patologia
3.
Acta Neurochir (Wien) ; 166(1): 96, 2024 Feb 21.
Artigo em Inglês | MEDLINE | ID: mdl-38383924

RESUMO

BACKGROUND: Isolated sinus dural arteriovenous fistulas (DAVFs) constitute a rare and distinctive subtype of DAVF, typically found in small case numbers or case reports. The optimal treatment for this DAVF type remains unclear. OBJECTIVE: This study aims to further detail the treatment outcomes of isolated sinus DAVFs in a sizable cohort from a single center. METHODS: A retrospective study was undertaken on a consecutive series of patients with isolated sinus DAVFs treated at a single institution from 2002 to 2022. The article delineates the clinical presentation, angiographic features, treatment strategy, clinical and angiographic outcomes, and complications. RESULTS: The cohort consisted of 31 males and 13 females, with an average age of 52.0 ± 15.5 years (range, 16-83). The success rate for trans-arterial embolization (TAE) was 97.3% (36/37). Transvenous embolization (TVE) with the reopening technique was successful in 3 of 4 patients (75.0%). Two open burr-hole TVE cases (66.7%, 2/3) and one surgery (100%) resulted in immediate complete closure of the fistula. Immediate complete occlusion was achieved in 93.2% (41/44) of cases. There was one major complication (2.3%, 1/44) and two fistulas recurred (9.5%, 2/21). CONCLUSIONS: The majority of isolated sinus DAVFs can be effectively treated with TAE using Onyx. TVE and surgery serve as alternative techniques when arterial access is deemed inappropriate or when complete occlusion cannot be attained with TAE. Complete embolization of isolated sinus DAVFs by TAE can typically be achieved without delay.


Assuntos
Malformações Vasculares do Sistema Nervoso Central , Embolização Terapêutica , Masculino , Feminino , Humanos , Adulto , Pessoa de Meia-Idade , Idoso , Estudos Retrospectivos , Resultado do Tratamento , Malformações Vasculares do Sistema Nervoso Central/diagnóstico por imagem , Malformações Vasculares do Sistema Nervoso Central/cirurgia , Procedimentos Cirúrgicos Vasculares , Angiografia , Embolização Terapêutica/efeitos adversos
4.
Neurosurg Rev ; 47(1): 46, 2024 Jan 15.
Artigo em Inglês | MEDLINE | ID: mdl-38221539

RESUMO

Non-cavernous sinus (CS) dural arteriovenous fistulas (DAVFs) involving the sphenoid bone are rare entities that are easily confused with one another due to the complex structure and high variability of the venous system around the middle cranial fossa. We present a large retrospective study on middle cranial fossa non-CS DAVFs and review the literature on DAVF treatment in this location as well as relative anatomy. 15 patients had DAVFs involving the lesser sphenoid wing and 11 patients had DAVFs involving the greater sphenoid wing. Six patients presented with intracranial hemorrhage or subarachnoid hemorrhage (23.1%, 6/26). The most common symptoms were eye symptoms (38.5%, 10/26). Nineteen patients were treated with trans-arterial embolization (TAE) using liquid embolic agents and two patients were treated with transvenous embolization (TVE) using Onyx or in combination with coils. Surgical disconnection of the drainage veins was performed in five patients, with three cases experiencing unsuccessful TAE. Anatomic cure was achieved in 92.3% of the patients (24/26). Twelve patients had DSA and clinical follow-up from 3 to 27 months. There was one recurrence (8.3%) of the fistula in the patient two months after the initial complete occlusion. The majority of patients can be cured endovascularly. Laterocavernous sinus DAVFs may not be embolized by transvenous approach via the cavernous sinus because there is often no connection between them in most patients. A small percentage of patients may require surgical ligation to be cured.


Assuntos
Malformações Vasculares do Sistema Nervoso Central , Embolização Terapêutica , Humanos , Fossa Craniana Média/cirurgia , Estudos Retrospectivos , Malformações Vasculares do Sistema Nervoso Central/diagnóstico por imagem , Malformações Vasculares do Sistema Nervoso Central/cirurgia , Procedimentos Cirúrgicos Vasculares , Resultado do Tratamento
5.
Brain ; 146(9): 3634-3647, 2023 09 01.
Artigo em Inglês | MEDLINE | ID: mdl-36995941

RESUMO

Cerebral cavernous malformations (CCMs) and spinal cord cavernous malformations (SCCMs) are common vascular abnormalities of the CNS that can lead to seizure, haemorrhage and other neurological deficits. Approximately 85% of patients present with sporadic (versus congenital) CCMs. Somatic mutations in MAP3K3 and PIK3CA were recently reported in patients with sporadic CCM, yet it remains unknown whether MAP3K3 mutation is sufficient to induce CCMs. Here we analysed whole-exome sequencing data for patients with CCM and found that ∼40% of them have a single, specific MAP3K3 mutation [c.1323C>G (p.Ile441Met)] but not any other known mutations in CCM-related genes. We developed a mouse model of CCM with MAP3K3I441M uniquely expressed in the endothelium of the CNS. We detected pathological phenotypes similar to those found in patients with MAP3K3I441M. The combination of in vivo imaging and genetic labelling revealed that CCMs were initiated with endothelial expansion followed by disruption of the blood-brain barrier. Experiments with our MAP3K3I441M mouse model demonstrated that CCM can be alleviated by treatment with rapamycin, the mTOR inhibitor. CCM pathogenesis has usually been attributed to acquisition of two or three distinct genetic mutations involving the genes CCM1/2/3 and/or PIK3CA. However, our results demonstrate that a single genetic hit is sufficient to cause CCMs.


Assuntos
Hemangioma Cavernoso do Sistema Nervoso Central , Proteínas Proto-Oncogênicas , Animais , Camundongos , Hemangioma Cavernoso do Sistema Nervoso Central/genética , Mutação/genética , Fenótipo , Medula Espinal/patologia
6.
J Neurosurg ; 139(3): 687-697, 2023 09 01.
Artigo em Inglês | MEDLINE | ID: mdl-36640099

RESUMO

OBJECTIVE: Current knowledge about venous hypertensive myelopathy (VHM) is incomplete. This study was performed with the aim of clarifying the clinical features and outcomes of craniocervical VHM. METHODS: This retrospective, single-center cohort study included 65 patients with craniocervical junction arteriovenous fistulas resulting in VHM treated in Xuanwu Hospital from January 1, 2002, to December 30, 2020. All patients underwent microsurgery or endovascular treatment. The primary outcome was neurological function assessment using the Japanese Orthopaedic Association (JOA) scale, modified Aminoff-Logue Scale (mALS), and Venous Hypertensive Myelopathy Scale (VHMS). The secondary outcomes were recurrences and postoperative adverse events. Pearson linear regression and receiver operating characteristic curves were used to evaluate the relationships among the three scales. Kaplan-Meier and multivariate logistic regression analyses were performed to predict outcomes. RESULTS: The mean patient age was 57.4 ± 11.4 years, and 88% of patients were male. The 1-year follow-up rate was 83.1%, and the 5-year follow-up rate was 50.8%. The VHMS was correlated with the JOA (R2 = 0.6722) and mALS (R2 = 0.7399) and increased the assessment accuracy by approximately 20% when compared with the other two scales. Overall, 25.9% of patients experienced delayed neurological decline beyond the 1-year follow-up. Further logistic regression suggested that age > 65 years was an independent predictor (OR 7.831, 95% CI 1.090-56.266; p = 0.041). Embolic recanalization and new bilateral symmetry feeders were the major reasons for recurrence. Recurrence increased the risk of adverse events after the second surgery (OR 20.455, 95% CI 1.170-357.320; p = 0.039). CONCLUSIONS: CCJ AVFs resulting in VHM are a rare but deadly complication, and providers should be cautious of age-related delayed neurological decline and strive for a one-time anatomical cure.


Assuntos
Fístula Arteriovenosa , Malformações Vasculares do Sistema Nervoso Central , Embolização Terapêutica , Doenças da Medula Espinal , Humanos , Masculino , Pessoa de Meia-Idade , Idoso , Feminino , Prognóstico , Estudos Retrospectivos , Estudos de Coortes , Doenças da Medula Espinal/etiologia , Doenças da Medula Espinal/cirurgia , Fístula Arteriovenosa/complicações , Fístula Arteriovenosa/cirurgia , Embolização Terapêutica/métodos , Malformações Vasculares do Sistema Nervoso Central/terapia , Resultado do Tratamento
7.
Childs Nerv Syst ; 39(1): 265-267, 2023 01.
Artigo em Inglês | MEDLINE | ID: mdl-35852613

RESUMO

Cavernous malformations (CM) that arise in the central nervous system have long been considered congenital, while there are many reports of de novo non-familial-type CM adjacent to developmental venous anomalies (DVA) or after radiation. The mechanisms that cause de novo formations of sporadic cavernous malformation (CM) still remain unknown and purely speculative. We report a case of de novo cerebral CM in a child with multiple developmental venous anomalies and cutaneous vascular malformations. Histological examination and whole-exome sequencing (WES) was performed on a fresh-frozen tissue sample of the CM. WES revealed 2 missense non-synonymous variants in two genes, EPHB4 and PIK3CA. The mutant allele of EPHB4 (NM_004444.4: c.1840 T > C, p.Y614H) appeared in 248/469 WES reads (allele frequency, 52.88%), which suggested the mutation a germline one. PIK3CA (NM_006218.2) somatic mutations were found in exon 9: c.1624G > A (p.Glu542Lys) with variant frequency of 2.2% (2/89 WES reads). We did not find any non-synonymous mutations of the three CCM genes (KRIT1, CCM2, and PDCD10) in this patient. Our findings suggested that the combination of gain of function in PIK3CA and loss of function in EPHB4 may play an important role in the pathogenesis of CM, which can develop in acquired form like tumorigenesis.


Assuntos
Hemangioma Cavernoso do Sistema Nervoso Central , Criança , Humanos , Proteínas de Transporte/genética , Classe I de Fosfatidilinositol 3-Quinases/genética , Mutação em Linhagem Germinativa , Hemangioma Cavernoso do Sistema Nervoso Central/genética , Proteínas de Membrana/genética , Mutação , Proteínas Proto-Oncogênicas/genética
8.
Front Neurol ; 13: 957713, 2022.
Artigo em Inglês | MEDLINE | ID: mdl-36388187

RESUMO

Background: Dural arteriovenous fistulas (DAVFs) in the Galen region are the most deeply located and most complex type of dural arteriovenous fistulas. However, cases of DAVFs in this region have not been well described. Thus, we aimed to summarize the characteristics of Galenic DAVFs involving clinical symptoms, anatomical architecture, and drainage patterns, providing experientially therapeutic strategies for these lesions based on our 20 years of clinical experience. Methods: We retrospectively examined 31 patients with Galenic DAVFs between January 2000 and June 2021. A comprehensive analysis was carried out based on the symptoms, imaging features, feeding arteries, draining veins, number and location of the fistulas, choice of treatment methods, and prognosis assessment. Results: Twenty-nine patients received endovascular embolization, and no perioperative deaths occurred. A transarterial approach was performed in 27 patients, and a combined transarterial and transvenous approach in one. And in one case, access was established by surgical drilling and embolization was done via the venous route. Twenty-four cases were completely obliterated after first embolization, and another five cases received a second period treatment. Only one patient developed cognitive dysfunction after embolization, and the outcomes of the remaining patients were improved at long-term follow-up. Conclusion: The understanding of symptoms of non-hemorrhagic neurological deficits in DAVF needs to be further clarified. Lesions with pial feeders may be considered first when determining surgical orders. Multi-approach and multi-stage embolization would be safe and effective. Excessive embolization and deep-vein system obstruction should be avoided. Approach creation by surgery would be an innovative interventional therapy.

9.
Front Immunol ; 13: 922281, 2022.
Artigo em Inglês | MEDLINE | ID: mdl-35844490

RESUMO

Cerebral cavernous malformation (CCM) is a type of vascular anomaly that arises due to the dyshomeostasis of brain capillary networks. In the past two decades, many advances have been made in this research field. Notably, as a more reasonable current view, the CCM lesions should be attributed to the results of a great number of additional events related to the homeostasis disorder of the endothelial cell. Indeed, one of the most fascinating concerns in the research field is the inflammatory perturbation in the immune microenvironment, which would affect the disease progression as well as the patients' outcomes. In this work, we focused on this topic, and underlined the immune-related factors' contribution to the CCM pathologic progression.


Assuntos
Hemangioma Cavernoso do Sistema Nervoso Central , Encéfalo/patologia , Células Endoteliais/patologia , Hemangioma Cavernoso do Sistema Nervoso Central/etiologia , Hemangioma Cavernoso do Sistema Nervoso Central/patologia , Humanos , Microambiente Tumoral
10.
Biomed Opt Express ; 12(5): 2968-2978, 2021 May 01.
Artigo em Inglês | MEDLINE | ID: mdl-34168909

RESUMO

Optical kidney biopsy, serological examination, and clinical symptoms are the main methods for membranous nephropathy (MN) diagnosis. However, false positives and undetectable biochemical components in the results of optical inspections lead to unsatisfactory diagnostic sensitivity and pose obstacles to pathogenic mechanism analysis. In order to reveal detailed component information of immune complexes of MN, microscopic hyperspectral imaging technology is employed to establish a hyperspectral database of 68 patients with two types of MN. Based on the characteristic of the medical HSI, a novel framework of tensor patch-based discriminative linear regression (TDLR) is proposed for MN classification. Experimental results show that the classification accuracy of the proposed model for MN identification is 98.77%. The combination of tensor-based classifiers and hyperspectral data analysis provides new ideas for the research of kidney pathology, which has potential clinical value for the automatic diagnosis of MN.

11.
BMC Nephrol ; 22(1): 231, 2021 06 19.
Artigo em Inglês | MEDLINE | ID: mdl-34147076

RESUMO

BACKGROUND: Common subtypes seen in Chinese patients with membranous nephropathy (MN) include idiopathic membranous nephropathy (IMN) and hepatitis B virus-related membranous nephropathy (HBV-MN). However, the morphologic differences are not visible under the light microscope in certain renal biopsy tissues. METHODS: We propose here a deep learning-based framework for processing hyperspectral images of renal biopsy tissue to define the difference between IMN and HBV-MN based on the component of their immune complex deposition. RESULTS: The proposed framework can achieve an overall accuracy of 95.04% in classification, which also leads to better performance than support vector machine (SVM)-based algorithms. CONCLUSION: IMN and HBV-MN can be correctly separated via the deep learning framework using hyperspectral imagery. Our results suggest the potential of the deep learning algorithm as a new method to aid in the diagnosis of MN.


Assuntos
Aprendizado Profundo , Diagnóstico por Computador/métodos , Glomerulonefrite Membranosa/classificação , Glomerulonefrite Membranosa/diagnóstico , Adulto , Artefatos , Biópsia , Diagnóstico Diferencial , Estudos de Viabilidade , Feminino , Glomerulonefrite Membranosa/patologia , Glomerulonefrite Membranosa/virologia , Humanos , Masculino
12.
Front Oncol ; 11: 607989, 2021.
Artigo em Inglês | MEDLINE | ID: mdl-33889541

RESUMO

Glioblastoma (GBM), the primary malignant brain tumor, is typically associated with a poor prognosis and poor quality of life, mainly due to the lack of early diagnostic biomarkers and therapeutic targets. However, gene sequencing technologies and bioinformatics analysis are currently being actively utilized to explore potential targets for the diagnosis and management of malignancy. Herein, based on a variety of bioinformatics tools for the reverse prediction of target genes associated with the prognosis of GBM, a ceRNA network of AGAP2-AS1-miR-9-5p-MMP2/MMP9 was constructed, and a potential therapeutic target for GBM was identified. Enrichment analysis predicted that the ceRNA regulatory network participates in the processes of cell proliferation, differentiation, and migration.

13.
Front Genet ; 12: 617350, 2021.
Artigo em Inglês | MEDLINE | ID: mdl-33767729

RESUMO

Glioblastoma accounts for 45.2% of central nervous system tumors. Despite the availability of multiple treatments (e.g., surgery, radiotherapy, chemotherapy, biological therapy, immunotherapy, and electric field therapy), glioblastoma has a poor prognosis, with a 5-year survival rate of approximately 5%. The pathogenesis and prognostic markers of this cancer are currently unclear. To this end, this study aimed to explore the pathogenesis of glioblastoma and identify potential prognostic markers. We used data from the GEO and TCGA databases and identified five genes (ITGA5, MMP9, PTPRN, PTX3, and STX1A) that could affect the survival rate of glioblastoma patients and that were differentially expressed between glioblastoma patients and non-tumors groups. Based on a variety of bioinformatics tools for reverse prediction of target genes associated with the prognosis of GBM, a ceRNA network of messenger RNA (STX1A, PTX3, MMP9)-microRNA (miR-9-5p)-long non-coding RNA (CRNDE) was constructed. Finally, we identified five potential therapeutic drugs (bacitracin, hecogenin, clemizole, chrysin, and gibberellic acid) that may be effective treatments for glioblastoma.

14.
IEEE J Biomed Health Inform ; 25(8): 3041-3051, 2021 08.
Artigo em Inglês | MEDLINE | ID: mdl-33434138

RESUMO

The traditional differential diagnosis of membranous nephropathy (MN) mainly relies on clinical symptoms, serological examination and optical renal biopsy. However, there is a probability of false positives in the optical inspection results, and it is unable to detect the change of biochemical components, which poses an obstacle to pathogenic mechanism analysis. Microscopic hyperspectral imaging can reveal detailed component information of immune complexes, but the high dimensionality of microscopic hyperspectral image brings difficulties and challenges to image processing and disease diagnosis. In this paper, a novel classification framework, including spatial-spectral density peaks-based discriminant analysis (SSDP), is proposed for intelligent diagnosis of MN using a microscopic hyperspectral pathological dataset. SSDP constructs a set of graphs describing intrinsic structure of MHSI in both spatial and spectral domains by employing density peak clustering. In the process of graph embedding, low-dimensional features with important diagnostic information in the immune complex are obtained by compacting the spatial-spectral local intra-class pixels while separating the spectral inter-class pixels. For the MN recognition task, a support vector machine (SVM) is used to classify pixels in the low-dimensional space. Experimental validation data employ two types of MN that are difficult to distinguish with optical microscope, including primary MN and hepatitis B virus-associated MN. Experimental results show that the proposed SSDP achieves a sensitivity of 99.36%, which has potential clinical value for automatic diagnosis of MN.


Assuntos
Glomerulonefrite Membranosa , Análise Discriminante , Glomerulonefrite Membranosa/diagnóstico por imagem , Humanos , Processamento de Imagem Assistida por Computador , Microscopia , Máquina de Vetores de Suporte
15.
Oncol Lett ; 18(6): 6171-6179, 2019 Dec.
Artigo em Inglês | MEDLINE | ID: mdl-31788092

RESUMO

The present study aimed to identify differentially regulated genes between the peritumoral brain zone (PBZ) and tumor core (TC) of glioblastoma (GBM), to elucidate the underlying molecular mechanisms and provide a target for the treatment of tumors. The GSE13276 and GSE116520 datasets were downloaded from the Gene Expression Omnibus (GEO) database. Differentially expressed genes (DEGs) for the PBZ and TC were obtained using the GEO2R tool. The bioinformatics and evolutionary genomics online tool Venn was used to identify common DEGs between the two datasets. The Database for Annotation, Visualization, and Integrated Discovery online tool was used to analyze enriched pathways of the Gene Ontology (GO) and Kyoto Encyclopedia of Genes and Genomes (KEGG) databases. The Search Tool for the Retrieval of Interacting Genes/Proteins online tool was used to construct a protein-protein interaction (PPI) network of DEGs. Hub genes were identified using Cytohubba, a plug-in for Cytoscape. The Gene Expression Profiling Interactive Analysis (GEPIA) database was utilized to perform survival analysis. In total, 75 DEGs, including 12 upregulated and 63 downregulated genes, were identified. In the GO term analysis, these DEGs were mainly enriched in 'regulation of angiogenesis' and 'central nervous system development'. Furthermore, in the KEGG pathway analysis, the DEGs were mainly enriched in 'bladder cancer' and 'endocytosis'. When filtering the results of the PPI network analysis using Cytohubba, a total of 10 hub genes, including proteolipid protein 1, myelin associated oligodendrocyte basic protein, contactin 2, myelin oligodendrocyte glycoprotein, myelin basic protein, myelin associated glycoprotein, SRY-box transcription factor 10, C-X-C motif chemokine ligand 8 (CXCL8), vascular endothelial growth factor A (VEGFA) and plasmolipin, were identified. These hub genes were further subjected to GO term and KEGG pathway analysis, and were revealed to be enriched in 'central nervous system development', 'bladder cancer' and 'rheumatoid arthritis'. These hub genes were used to perform survival analysis using the GEPIA database, and it was determined that VEGFA and CXCL8 were significantly associated with a reduction in the overall survival of patients with GBM. In conclusion, the results suggest that the recurrence of GBM is associated with high gene expression levels VEGFA and CXCL8, and the development of the central nervous system.

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