Machine learning-based quantitative texture analysis of conventional MRI combined with ADC maps for assessment of IDH1 mutation in high-grade gliomas

ConclusionTexture analysis of conventional MRI sequences enhanced by ML analysis can accurately predict the IDH1 status of HGG. Adding textural analysis of ADC maps to conventional MRI results in incremental diagnostic performance.
Source: Japanese Journal of Radiology - Category: Radiology Source Type: research

Related Links:

Conclusion. Intratumorally administered OT101 exhibits clinically meaningful single-agent activity and induces durable CR/PR/SD in R/R HGG patients.
Source: Cancers - Category: Cancer & Oncology Authors: Tags: Article Source Type: research
Conditions:   Medulloblastoma, Childhood;   Healthy Volunteers;   Fossa Posterior Tumor;   Low-grade Glioma Intervention:   Other: Functional Magnetic Resonance Imaging (fMRI) Sponsors:   University Hospital, Angers;   Assistance Publique - Hôpitaux de Paris;   National Cancer Institute, France Not yet recruiting
Source: ClinicalTrials.gov - Category: Research Source Type: clinical trials
Authors: John F, Robinette NL, Amit-Yousif AJ, Bosnyák E, Barger GR, Shah KD, Mittal S, Juhász C Abstract BACKGROUND: Clinical glioblastoma treatment mostly focuses on the contrast-enhancing tumor mass. Amino acid positron emission tomography (PET) can detect additional, nonenhancing glioblastoma-infiltrated brain regions that are difficult to distinguish on conventional magnetic resonance imaging (MRI). We combined MRI with perfusion imaging and amino acid PET to evaluate such nonenhancing glioblastoma regions. METHODS: Structural MRI, relative cerebral blood volume (rCBV) maps from perfusion MRI...
Source: Molecular Imaging - Category: Radiology Tags: Mol Imaging Source Type: research
PMID: 31739674 [PubMed - as supplied by publisher]
Source: Acta Radiologica - Category: Radiology Authors: Tags: Acta Radiol Source Type: research
This study aimed to investigate the effect of radiation on tumor growth and the GSC microenvironment in a mouse model of glioma. To evaluate the growth-inhibitory effects of ionizing radiation on GSCs, tumor volume was measured via anatomical magnetic resonance imaging (MRI) after the intracranial injection of 1 × 104 human patient-derived GSCs (83NS cells), which exhibit marked radioresistance. When a tumor mass of ~5 mm3 was detected in each animal, 10 Gy of cranial irradiation was administered. Tumor progression was observed in the orthotopic xenografted GSC tumor (primary tumor) from a detectable tumor mass (5 mm...
Source: Frontiers in Oncology - Category: Cancer & Oncology Source Type: research
In this study, we explore the ability of SWIG to detect neoplastic tissue and to predict postoperative magnetic resonance imaging (MRI) findings intraoperatively.ProceduresRetrospective data were collected from 36 patients with primary high-grade gliomas (HGG) enrolled as part of a larger trial between October 2014 and October 2018. Patients received systemic ICG infusions at 2.5 –5 mg/kg 24 h preoperatively. Near-infrared fluorescence was recorded throughout the case and from biopsy specimens. The presence/location of residual SWIG signal after resection was compared to the presence/location of residual gadolinium e...
Source: Molecular Imaging and Biology - Category: Molecular Biology Source Type: research
This study analyzes the tumor homing and therapeutic abilities of clinical grade human mesenchymal stem cells (MSCs) in an orthotopic glioblastoma mouse model. Our time course analysis demonstrated that MSCs display a rapid targeted migration to intracerebral U87 glioma xenografts growing in the contralateral hemisphere within the first 48h hours after application as assessed by histology and 7T magnetic resonance imaging. MSCs accumulated predominantly peritumorally but also infiltrated the main tumor mass and targeted distant tumor satellites while no MSCs were found in other regions of the brain. Intratumoral applicatio...
Source: Oncotarget - Category: Cancer & Oncology Tags: Oncotarget Source Type: research
More News: Brain Tumor | Glioma | Japan Health | Learning | MRI Scan | Radiology | Study | Training | Universities & Medical Training