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BACKGROUND: A glaring gender inequality persists in global neurosurgery, influenced by various factors, including the notion that female neurosurgeons have lower academic output. This study aims to compare the research output of female and male neurosurgeons at the leading academic institutions in India. METHODS: The pertinent details regarding female neurosurgeons were collected from the Neurological Society of India (NSI) and Women In Neurosurgery (India) database. The institutes with at least five neurosurgery faculty recognised by the Medical Council of India (MCI) were included in the study. Various bibliometric parameters of male and female faculty at these academic centres were collected and compared using PubMed and Web of Science databases. RESULTS: Among the 2643 neurosurgeons in NSI, 113 were females (4.27%). Out of 156 faculty members across eighteen academic institutions, only seven (4.7%) were female, with eleven institutions lacking female faculty. Female academic neurosurgeons had slightly higher h-index (9.57 vs. 9.56), citation per publication (8.82 vs. 8.54), and original article percentage (47.5 vs. 46.5) compared to males. They also had more citations per year (34.01 vs. 33.17), while males had more total publications (51.19 vs. 46.71) and citations (565.22 vs. 533.57), but these differences weren't statistically significant. Only 4.1% (327/7955) of neurosurgery research was contributed by females. Female neurosurgeons authored articles received 3735 citations (4.2%) out of 87,953 total citations. CONCLUSION: Female academic neurosurgeons in India exhibit comparable or superior academic output compared to their male counterparts, suggesting gender equality or even superiority in certain aspects of academic performance.
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Metabolic syndrome (MetS) is an ever-evolving set of diseases that poses a serious health risk in many countries worldwide. Existing evidence illustrates that individuals with MetS have a 30%-40% higher chance of acquiring type 2 diabetes mellitus (T2DM), cardiovascular disease (CVD), or both. This study was undertaken to uncover the regulatory role of natural organosulfur compounds (OSCs), S-allyl-L-cysteine (SAC), and S-ethyl-L-cysteine (SEC), in targeting high carbohydrate high fat (HCHF)-diet-induced MetS-associated risk management. Our findings suggested that SAC and SEC ameliorated HCHF-diet-induced diabetic profiles, plasma lipid and lipoprotein level, liver function, oxidative-stress, inflammatory cytokines, and chemokines including monocyte chemoattractant protein-1 (MCP-1), lipid peroxidation, plasma proprotein convertase subtilisin/kexin type-9 (PCSK-9), and high-sensitivity C-reactive protein (hs-CRP). Moreover, the assessment of the hepatic mRNA expression of the key genes involved in cholesterol homeostasis depicted that SAC and SEC downregulated the PCSK-9 mRNA expression via targeting the expression of HNF-1α, a transcriptional activator of PCSK-9. On the other hand, the LDL-receptor (LDL-R) expression was upregulated through the activation of its transcriptional regulator sterol regulatory element binding protein-2 (SREBP-2). In addition, the activity and the mRNA expression of 3-hydroxy-3-methylglutaryl coenzyme-A reductases (HMG-R) and peroxisome proliferator-activated receptors (PPARs) were also improved by the treatment of SAC and SEC. We concluded that SAC and SEC can protect against MetS via improving the lipid and lipoprotein content, glycemic indices, hepatic function, targeting the inflammatory cascades, and oxidative imbalance, regulation of the mRNA expression of PCSK-9, LDL-R, SREBP-2, HNF-1α, PPARs, and inflammatory biomarkers.
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Anaerobic bacteria are rare but important cause of otogenic brain abscess. Improved patient management techniques and early clinical and laboratory diagnosis of otogenic infections are necessary to reduce the risk of intracranial complications. Here we present a case of recurrent pyogenic brain abscess caused by Bacteroides fragilis secondary to otitis media.
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Infecciones por Bacteroides , Bacteroides fragilis , Absceso Encefálico , Humanos , Bacteroides fragilis/aislamiento & purificación , Infecciones por Bacteroides/diagnóstico , Infecciones por Bacteroides/microbiología , Infecciones por Bacteroides/tratamiento farmacológico , Absceso Encefálico/microbiología , Absceso Encefálico/diagnóstico , Absceso Encefálico/tratamiento farmacológico , Masculino , Recurrencia , Otitis Media/microbiología , Antibacterianos/uso terapéutico , AdultoRESUMEN
INTRODUCTION: Cleft lip and palate (CLP) is a common congenital anomaly characterized by incomplete fusion of the lip and/or palate during embryonic development. The etiology of CLP is multifactorial, involving genetics and different environmental factors. The methylenetetrahydrofolate reductase (MTHFR) gene has been proposed as a candidate gene associated with CLP due to its involvement in folate metabolism and DNA methylation processes. However, the association between MTHFR gene variants and CLP in non-syndromic patients in the North Indian population remains unclear. AIM AND OBJECTIVES: This research aimed to see the association between MTHFR gene polymorphisms in non-syndromic patients with CLP in the North Indian population. MATERIALS AND METHOD: A case-control observational design comprised 50 CLP patients (cases) and 50 healthy individuals without CLP (controls). Blood samples were collected from patients visiting two hospitals. Genomic DNA was extracted from collected peripheral blood samples, and the genotyping of MTHFR gene polymorphisms (specifically, C677T) was performed using polymerase chain reaction-restriction fragment length polymorphism (PCR-RFLP) analysis. The allelic and genotypic frequencies of MTHFR gene variants were compared between cases and controls using appropriate statistical tests. RESULT: This research revealed a significant association between MTHFR gene polymorphism and CLP in the North Indian population. The odds for the genotypes reach statistical significance, suggesting that the MTHFR gene variant may play a major role in this population's susceptibility to non-syndromic CLP. CONCLUSION: This study provides evidence for a linkage between the MTHFR gene C677T polymorphism and an increased risk of CLP in non-syndromic patients in the North Indian population. These findings do support the involvement of MTHFR gene variants in the etiology of CLP. In the future, more research is warranted to elucidate the underlying mechanisms linking MTHFR gene variants to CLP and to explore potential gene-environment interactions in this context.
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Imagen por Resonancia Magnética , Neoplasias de la Médula Espinal , Humanos , Neoplasias de la Médula Espinal/cirugía , Neoplasias de la Médula Espinal/diagnóstico por imagen , Procedimientos Neuroquirúrgicos/métodos , Niño , Masculino , Vértebras Cervicales/cirugía , Vértebras Cervicales/diagnóstico por imagenRESUMEN
BACKGROUND: Radiosurgery plays an important role as a treatment modality for intracranial meningiomas. Perfusion MR imaging can be performed by using arterial spin-labeling (ASL) which is a relatively new and advanced technique. OBJECTIVES: To assess the changes in perfusion parameters on ASL perfusion MRI in intracranial meningioma after radiosurgery and correlate with histopathological grade of meningioma. MATERIALS AND METHODS: In this Prospective study done at the our institute over a period of 20 months (Jan 2016-Aug 2017), patients with intracranial meningiomas had perfusion MRI with ASL sequence on GE Optima 450W®, 1.5T MRI (GE Medical Systems) prior to GKT and at 6 months after GKT were included in the study. RESULTS: Twenty-seven patients were included in this study. Mean cerebral blood flow (CBF) was higher in angiomatous meningiomas. Though mean values of average CBF, maximum, minimum, and SD derived from the ASL MR perfusion were relatively higher in post GKT group as compared to those obtained in pre-GKT but it was not clinically significant. Mean baseline volume of whole cohort was 5.71 cm3 and decreased significantly post GKT in a follow up of 6 months to 5.59 cm3 (P value 0.0018). On comparing volumes of primary and secondary group, volumes were not found be significantly decreased in primary group (P value = 0.1361), 0.1361), but significantly reduced in secondary group (7.13 vs 7.034 cm3) (P value of = 0.0038). CONCLUSION: Our preliminary observations support ASL as a sensitive MRI sequence for the evaluation of meningioma perfusion patterns.
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Circulación Cerebrovascular , Neoplasias Meníngeas , Meningioma , Radiocirugia , Humanos , Meningioma/diagnóstico por imagen , Meningioma/cirugía , Radiocirugia/métodos , Estudios Prospectivos , Neoplasias Meníngeas/diagnóstico por imagen , Neoplasias Meníngeas/cirugía , Neoplasias Meníngeas/patología , Femenino , Masculino , Persona de Mediana Edad , Adulto , Circulación Cerebrovascular/fisiología , Anciano , Imagen por Resonancia Magnética , Angiografía por Resonancia Magnética , Marcadores de SpinRESUMEN
PURPOSE/OBJECTIVES: Admission into dental school involves selecting applicants for successful completion of the course. This study aimed to predict the academic performance of Kulliyyah of Dentistry, International Islamic University Malaysia pre-clinical dental students based on admission results using artificial intelligence machine learning (ML) models, and Pearson correlation coefficient (PCC). METHODS: ML algorithms logistic regression (LR), decision tree (DT), random forest (RF), and support vector machine (SVM) models were applied. Academic performance prediction in pre-clinical years was made using three input parameters: age during admission, pre-university Cumulative Grade Point Average (CGPA), and total matriculation semester. PCC was deployed to identify the correlation between pre-university CGPA and dental school grades. The proposed models' classification accuracy ranged from 29% to 57%, ranked from highest to lowest as follows: RF, SVM, DT, and LR. Pre-university CGPA was shown to be predictive of dental students' academic performance; however, alone they did not yield optimal outcomes. RF was the most precise algorithm for predicting grades A, B, and C, followed by LR, DT, and SVM. In forecasting failure, LR predicted three grades with the highest recall, SVM predicted two grades, and DT predicted one. RF performance was insignificant. CONCLUSION: The findings demonstrated the application of ML algorithms and PCC to predict dental students' academic performance. However, it was limited by several factors. Each algorithm has unique performance qualities, and trade-offs between different performance metrics may be necessary. No definitive model stood out as the best algorithm for predicting student academic success in this study.
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BACKGROUND: Craniovertebral junction (CVJ) tumors are challenging due to their unique anatomical location. This study aimed to evaluate the complexities in dealing with such precarious CVJ extradural lesions over the decade. METHODS: Twenty-seven patients of extradural CVJ tumors operated between 2009 and 2018 were included. The demographic details, neurological status, surgical approach, extent of resection, type of fixation, complications, and outcome at final follow-up were recorded for each patient. RESULTS: The mean age of the patients was 39.5 ± 20 years. Most (17/27) of the patients had involvement of a single level. Clivus was the most common (9/17) involved region followed by atlas (7/17) vertebrae. Majority of the patients (13/27) were operated through the posterior-only approach. About 15 patients (55.5%) had instability or extensive lesions that necessitated posterior fixation. None of the patients underwent anterior fixation. Gross and near total excision were achieved in 10 patients (37%) and 3 patients (11%) respectively while 14 patients underwent subtotal excision of tumor. On histopathological analysis, clival chordoma (8/27) was found to be the most common pathology followed by giant cell tumor (6/27), plasmacytoma (4/27), and multiple myeloma (2/27). Most patients (13 out of 27) had the same neurological status after the surgery. Six patients (22%) improved post-operatively with decreased weakness and spasticity. Thirteen (48%) patients underwent adjuvant radiotherapy. CONCLUSIONS: This retrospective study provides valuable insights into managing extradural CVJ tumors and highlights the importance of individualized approaches for optimal outcome.
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Neoplasias de la Base del Cráneo , Neoplasias de la Médula Espinal , Humanos , Persona de Mediana Edad , Adulto Joven , Estudios Retrospectivos , Neoplasias de la Base del Cráneo/tratamiento farmacológico , Neoplasias de la Base del Cráneo/patología , Neoplasias de la Base del Cráneo/cirugía , Neoplasias de la Médula Espinal/tratamiento farmacológico , Neoplasias de la Médula Espinal/patología , Neoplasias de la Médula Espinal/cirugía , Resultado del Tratamiento , Medicina de Precisión , Masculino , FemeninoRESUMEN
Introduction: EGFR exon 20 insertion (ex20ins) mutations account for approximately 10% of EGFR mutations in lung adenocarcinoma. Patients with ex20ins mutation do not respond to standard EGFR tyrosine kinase inhibitor therapy. In this work, we analyzed the characteristics, treatment patterns, and outcomes in this subgroup of patients with NSCLC. Methods: The American Society of Clinical Oncology CancerLinQ Discovery data set was queried to identify patients with initial diagnosis of NSCLC between the years 1995 and 2018 and with EGFR ex20ins mutations. Data were extracted on patient demographics, tumor characteristics, treatments, and outcomes, and compared using chi-square and analysis of variance. Kaplan-Meier curves were generated to compare overall survival with log-rank tests. All analyses were performed using Python 3.6 (Python Software Foundation). Results: A total of 357 patients were eligible. Patient characteristics include a median age of 68 years comprising female sex of 54%, White race of 63%, and Black race of 9%. Approximately 62% of total patients had stage 4 disease, and 30% of all patients had brain metastasis. There were 54% of patients who were treated with chemotherapy and 15% with immune checkpoint inhibitors (ICIs). In patients with brain metastasis, 16% were treated with ICI, 18% with targeted therapy, and 59% with chemotherapy. The median survival of the entire group was 23.8 months. Among patients with stage 4 disease (n = 222): 51% were women, 64% were white, 37% had brain metastasis, 18% were treated with ICI, 14% had targeted therapy, and 60% were treated with chemotherapy. Stage 4 patients treated with targeted therapy had better survival compared with those who did not receive targeted therapy (20.6 versus 16.1 mo, p = 0.02). Univariate and multivariate analyses suggested favorable outcomes for patients treated with immunotherapy. Conclusions: EGFR ex20ins mutation represents a unique subset of NSCLC; it is associated with a higher propensity for brain metastases and a relatively modest overall survival. Novel treatment approaches are urgently needed to improve patient outcomes.
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Plasma is an abundant source of proteins and potential biomarkers to aid in the detection, diagnosis, and prognosis of human diseases. These proteins are often present at low levels in the blood and difficult to identify and measure due to the large dynamic range of proteins. The goal of this work was to characterize and compare various protein precipitation methods related to how they affect the depth and breadth of plasma proteomic studies. Abundant protein precipitation with perchloric acid (PerCA) can increase protein identifications and depth of plasma proteomic studies. Three acid- and four solvent-based precipitation methods were evaluated. All methods tested provided excellent plasma proteomic coverage (>600 identified protein groups) and detected protein in the low pg/mL range. Functional enrichment analysis revealed subtle differences within and larger changes between the precipitant groups. Methanol-based precipitation outperformed the other methods based on identifications and reproducibility. The methods' performance was verified using eight lung cancer patient samples, where >700 protein groups were measured and proteins with an estimated plasma concentration of â¼10 pg/mL were detected. Various protein precipitation agents are amenable to extending the depth and breadth of plasma proteomes. These data can guide investigators to implement inexpensive, high-throughput methods for their plasma proteomic workflows.
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Proteínas Sanguíneas , Precipitación Química , Proteómica , Humanos , Proteómica/métodos , Proteínas Sanguíneas/análisis , Proteínas Sanguíneas/aislamiento & purificación , Proteínas Sanguíneas/química , Proteoma/análisis , Neoplasias Pulmonares/sangre , Espectrometría de Masas en Tándem/métodosRESUMEN
Epilepsy is a neurological disorder characterised by unprovoked, repetitive seizures caused by abnormal neuronal firing. The Wnt/ß-Catenin signalling pathway is involved in seizure-induced neurogenesis, aberrant neurogenesis, neuroinflammation, and hyperexcitability associated with epileptic disorder. Wnt/ß-Catenin signalling is crucial for early brain development processes including neuronal patterning, synapse formation, and N-methyl-d-aspartate receptor (NMDAR) regulation. Disruption of molecular networks such as Wnt/ß-catenin signalling in epilepsy could offer encouraging anti-epileptogenic targets. So, with a better understanding of the canonical Wnt/-Catenin pathway, we highlight in this review the important elements of Wnt/-Catenin signalling specifically in Mesial Temporal Lobe Epilepsy (MTLE) for potential therapeutic targets.
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Epilepsia del Lóbulo Temporal , Epilepsia , Humanos , Epilepsia del Lóbulo Temporal/inducido químicamente , beta Catenina/metabolismo , Enfermedades Neuroinflamatorias , Epilepsia/metabolismo , Neurogénesis , Cateninas/metabolismo , Hipocampo/metabolismoRESUMEN
INTRODUCTION: Epilepsy is a chronic neurological condition characterized by a persistent propensity for seizure generation. About one-third of patients do not achieve seizure control with the first-line treatment options, which include >20 antiseizure medications. It is therefore imperative that new medications with novel targets and mechanisms of action are developed. AREAS COVERED: Clinical studies and preclinical research increasingly implicate Non-receptor tyrosine kinases (nRTKs) in the pathogenesis of epilepsy. To date, several nRTK members have been linked to processes relevant to the development of epilepsy. Therefore, in this review, we provide insight into the molecular mechanisms by which the various nRTK subfamilies can contribute to the pathogenesis of epilepsy. We further highlight the prospective use of specific nRTK inhibitors in the treatment of epilepsy deriving evidence from existing literature providing a rationale for their use as therapeutic targets. EXPERT OPINION: Specific small-molecule inhibitors of NRTKs can be employed for the targeted therapy as already seen in other diseases by examining the precise molecular pathways regulated by them contributing to the development of epilepsy. However, the evidence supporting NRTKs as therapeutic targets are limiting in nature thus, necessitating more research to fully comprehend their function in the development and propagation of seizures.
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Anticonvulsivantes , Desarrollo de Medicamentos , Epilepsia , Terapia Molecular Dirigida , Inhibidores de Proteínas Quinasas , Proteínas Tirosina Quinasas , Humanos , Epilepsia/tratamiento farmacológico , Epilepsia/fisiopatología , Animales , Anticonvulsivantes/farmacología , Inhibidores de Proteínas Quinasas/farmacología , Proteínas Tirosina Quinasas/antagonistas & inhibidores , Proteínas Tirosina Quinasas/metabolismoRESUMEN
The objective of this chapter is to provide an overview of the methods used to investigate the connectivity and structure of the nervous system. These methods allow neuronal cells to be categorized according to their location, shape, and connections to other cells. The Golgi-Cox staining gives a thorough picture of all significant neuronal structures found in the brain that may be distinguished from one another. The most significant characteristic is its three-dimensional integrity since all neuronal structures may be followed continuously from one part to the next. Successions of sections of the brain's neurons are seen with the Golgi stain. The Golgi method is used to serially segment chosen brain parts, and the resulting neurons are produced from those sections.
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Dendritas , Espinas Dendríticas , Espinas Dendríticas/fisiología , Dendritas/fisiología , Neuronas/fisiología , Lóbulo Temporal , Tinción con Nitrato de Plata , HipocampoRESUMEN
Cytokines have the potential to be the ideal biomarkers to track the onset and progression of immune-mediated diseases, study the development of novel therapeutic strategies, and they can serve as outcome parameters due to their crucial role in the regulation of immune and inflammatory responses. It is vital to keep track of the entire cytokine spectrum due to the complex interactions, pleiotropic effects, and redundancy in the cytokine network. The multiplex immunoassay (MIA) is, therefore, the best method for achieving that goal. This chapter addresses the key methodological processes of this technique, such as sample preparation, antibody coupling to beads, and assay procedure.
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Anticuerpos , Citocinas , Humanos , Inmunoensayo/métodos , Encéfalo , Espacio Extracelular , BiomarcadoresRESUMEN
BACKGROUND: Altered T-cell repertoire with an aberrant T-cell activation and imbalance of the Th17/Treg cells has been reported in acquired aplastic anemia (aAA). miRNAs are well known to orchestrate T-cell activation and differentiation, however, their role in aAA is poorly characterized. The study aimed at identifying the profile of miRNAs likely to be involved in T-cell activation and the Th17/Treg-cell imbalance in aAA, to explore newer therapeutic targets. METHODS: Five milliliters peripheral blood samples from 30 patients of aAA and 15 healthy controls were subjected to flow cytometry for evaluating Th17- and Treg-cell subsets. The differential expression of 7 selected miRNAs viz; hsa-miR-126-3p, miR-146b-5p, miR-155-5p, miR-16, miR-17, miR-326, and miR-181c was evaluated in the PB-MNCs. Expression analysis of the miRNAs was performed using qRT-PCR and fold change was calculated by 2-ΔΔCt method. The alterations in the target genes of deregulated miRNAs were assessed by qRT-PCR. The targets studied included various transcription factors, cytokines, and downstream proteins. RESULTS: The absolute CD3+ lymphocytes were significantly elevated in the PB of aAA patients when compared with healthy controls (p < 0.0035), however, the CD4:CD8 ratio was unperturbed. Th17: Treg-cell ratio was altered in aAA patients (9.1 vs. 3.7%, p value <0.05), which correlated positively with disease severity and the PNH positive aAA. Across all severities of aAA, altered expression of the 07 miRNAs was noted in comparison to controls; upregulation of miR-155 (FC-2.174, p-value-0.0001), miR-146 (FC-2.006, p-value-0.0001), and miR-17 (FC-3.1, p-value-0.0001), and downregulation of miR-126 (FC-0.329, p-value-0.0001), miR-181c (FC-0.317, p-value-0.0001), miR-16 (FC-0.348, p-value-0.0001), and miR-326 (FC-0.334, p-value-0.0001). Target study for these miRNAs revealed an increased expression of transcription factors responsible for Th1 and Th17 differentiation (T-bet, RORÏt, IL-17, IL-6, and IFN-Ï), T-cell activation (NFκB, MYC, and PIK3R2), downregulation of FOX-P3, and other regulatory downstream molecules like SHIP-1, ETS-1, IRAK-1, TRAF-6, and PTEN. CONCLUSION: The study for the first time highlights the plausible role of different miRNAs in deregulating the Th17/Treg-cell imbalance in aAA, and comprehensively suggest the role of altered NF-kB and mTOR pathways in aAA. The axis may be actively explored for development of newer therapeutic targets in aAA.
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Anemia Aplásica , Activación de Linfocitos , MicroARNs , Linfocitos T Reguladores , Células Th17 , Humanos , MicroARNs/genética , Células Th17/inmunología , Células Th17/metabolismo , Linfocitos T Reguladores/inmunología , Linfocitos T Reguladores/metabolismo , Anemia Aplásica/inmunología , Anemia Aplásica/genética , Masculino , Femenino , Adulto , Persona de Mediana Edad , Regulación de la Expresión Génica , Anciano , AdolescenteRESUMEN
Low-grade gliomas (LGGs) are a heterogeneous group of tumors with an average 10-year survival rate of 40%-55%. Current treatment options include chemotherapy, radiotherapy, and gross total resection (GTR) of the tumor. The extent of resection (EOR) plays an important role in improving surgical outcomes. However, the major obstacle in treating low-grade gliomas is their diffused nature and the presence of residual cancer cells at the tumor margins post resection. Cold Atmospheric Plasma (CAP) has shown to be effective in targeted killing of tumor cells in various glioma cell lines without affecting non-tumor cells through Reactive Oxygen and Nitrogen Species (RONS). However, no study on the effectiveness of CAP has been carried out in LGG tissues till date. In this study, we applied helium-based CAP on tumor tissues resected from LGG patients. Our results show that CAP is effective in promoting RONS accumulation in LGG tissues when CAP jet parameters are set at 4 kV voltage, 5 min treatment time and 3 lpm gas flow rate. We also observed that CAP jet is more effective in thinner slice preparations of tumor as compared to thick tumor samples. Our results indicate that CAP could prove to be an effective adjunct therapy in glioma surgery to target residual cancer cells to improve surgical outcome of patients with low-grade glioma.
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Neoplasias Encefálicas , Glioma , Gases em Plasma , Humanos , Neoplasias Encefálicas/terapia , Especies Reactivas de Oxígeno , Oxígeno , Especies de Nitrógeno Reactivo , Neoplasia Residual , Resultado del Tratamiento , Glioma/terapiaRESUMEN
PURPOSE: Epilepsy surgery for pediatric drug-resistant epilepsy has been shown to improve seizure control, enhance patient and family QoL, and reduce mortality. However, diagnostic tools and surgical capacity are less accessible worldwide. The International Society Pediatric Neurosurgery (ISPN) has established a Pediatric Epilepsy Surgery Interest Group (PESIG), aiming to enhance global collaboration in research and educational aspects. The goals of this manuscript are to introduce PESIG and analyze geographical differences of epilepsy surgery and technology availability. METHODS: PESIG was established (2022) following an ISPN executive board decision. Using a standardized form, we surveyed the PESIG members, collecting and analyzing data regarding geographical distribution, and availability of various epilepsy treatment-related technologies. RESULTS: Two hundred eighty-two members registered in PESIG from 70 countries, over 6 continents, were included. We categorized the countries by GDP as follows: low, lower-medium, upper-medium, and high income. The most commonly available technology was vagus nerve stimulation 68%. Stereoelectroencephalography was available for 58%. North America had statistically significant greater availability compared to other continents. Europe had greater availability compared to Africa, Asia, and South (Latin) America. Asia had greater availability compared to Africa. High-income countries had statistically significant greater availability compared to other income groups; there was no significant difference between the other income-level subgroups. CONCLUSION: There is a clear discrepancy between countries and continents regarding access to epilepsy surgery technologies. This strengthens the need for collaboration between neurologists and neurosurgeons from around the world, to enhance medical education and training, as well as to increase technological availability.
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Epilepsia , Neurocirugia , Humanos , Niño , Neurocirugia/educación , Calidad de Vida , Opinión Pública , Procedimientos Neuroquirúrgicos , Epilepsia/cirugíaRESUMEN
INTRODUCTION: With global adoption of computed tomography (CT) lung cancer screening, there is increasing interest to use artificial intelligence (AI) deep learning methods to improve the clinical management process. To enable AI research using an open-source, cloud-based, globally distributed, screening CT imaging data set and computational environment that are compliant with the most stringent international privacy regulations that also protect the intellectual properties of researchers, the International Association for the Study of Lung Cancer sponsored development of the Early Lung Imaging Confederation (ELIC) resource in 2018. The objective of this report is to describe the updated capabilities of ELIC and illustrate how this resource can be used for clinically relevant AI research. METHODS: In this second phase of the initiative, metadata and screening CT scans from two time points were collected from 100 screening participants in seven countries. An automated deep learning AI lung segmentation algorithm, automated quantitative emphysema metrics, and a quantitative lung nodule volume measurement algorithm were run on these scans. RESULTS: A total of 1394 CTs were collected from 697 participants. The LAV950 quantitative emphysema metric was found to be potentially useful in distinguishing lung cancer from benign cases using a combined slice thickness more than or equal to 2.5 mm. Lung nodule volume change measurements had better sensitivity and specificity for classifying malignant from benign lung nodules when applied to solid lung nodules from high-quality CT scans. CONCLUSIONS: These initial experiments revealed that ELIC can support deep learning AI and quantitative imaging analyses on diverse and globally distributed cloud-based data sets.