Clinical Assessment of Magnetic Resonance Spectroscopy and Diffusion-Weighted Imaging in Diffuse Glioma: Insights Into Histological Grading and Classification.

Can Assoc Radiol J

Department of Radiology, Guangdong Provincial People's Hospital (Guangdong Academy of Medical Sciences), Southern Medical University, Guangzhou, Guangdong, China.

Published: November 2024

AI Article Synopsis

  • The study evaluated the effectiveness of clinical magnetic resonance spectroscopy (MRS) and diffusion-weighted imaging (DWI) in differentiating histological grades and isocitrate dehydrogenase classifications in adult diffuse gliomas.
  • A retrospective analysis involved 247 patients, where DWI and MRS images were assessed, revealing significant differences in parameters like ADC mean and Cho/NAA across histological grades.
  • While MRS showed potential in glioma grading, DWI's ADC mean proved significant for both grading and classification, with survival curves illustrating outcomes based on these classifications.

Article Abstract

Purpose: To assess the diagnostic utility of clinical magnetic resonance spectroscopy (MRS) and diffusion-weighted imaging (DWI) in distinguishing between histological grading and isocitrate dehydrogenase () classification in adult diffuse gliomas.

Methods: A retrospective analysis was conducted on 247 patients diagnosed with adult diffuse glioma. Experienced radiologists evaluated DWI and MRS images. The Kruskal-Wallis test examined differences in DWI and MRS-related parameters across histological grades, while the Mann-Whitney test assessed molecular classification. Receiver Operating Characteristic (ROC) curves evaluated parameter effectiveness. Survival curves, stratified by histological grade and classification, were constructed using the Kaplan-Meier test.

Results: The cohort comprised 141 males and 106 females, with ages ranging from 19 to 85 years. The Kruskal-Wallis test revealed significant differences in ADC mean, Cho/NAA, and Cho/Cr concerning glioma histological grade ( < .01). Subsequent application of Dunn's test showed significant differences in ADC mean among each histological grade ( < .01). Notably, Cho/NAA exhibited a marked distinction between grade 2 and grade 3/4 gliomas ( < .01). The Mann-Whitney test indicated that only ADC mean showed statistical significance for molecular classification ( < .01). ROC curves were constructed to demonstrate the effectiveness of the specified parameters. Survival curves were also delineated to portray survival outcomes categorized by histological grade and classification. Clinical MRS demonstrates efficacy in glioma histological grading but faces challenges in classification. Clinical DWI's ADC mean parameter shows significant distinctions in both histological grade and classification.

Download full-text PDF

Source
http://dx.doi.org/10.1177/08465371241238917DOI Listing

Publication Analysis

Top Keywords

magnetic resonance
8
resonance spectroscopy
8
spectroscopy diffusion-weighted
8
diffusion-weighted imaging
8
diffuse glioma
8
histological grading
8
adult diffuse
8
kruskal-wallis test
8
histological grade
8
histological
5

Similar Publications

Dual-polarity readout is a simple and robust way to mitigate Nyquist ghosting in diffusion-weighted echo-planar imaging but imposes doubled scan time. We here propose how dual-polarity readout can be implemented with little or no increase in scan time by exploiting an observed b-value dependence and signal averaging. The b-value dependence was confirmed in healthy volunteers with distinct ghosting at low b-values but of negligible magnitude at b = 1000 s/mm2.

View Article and Find Full Text PDF

Mild cognitive impairment (MCI) is a significant predictor of the early progression of Alzheimer's disease, and it can be used as an important indicator of disease progression. However, many existing methods focus mainly on the image itself when processing brain imaging data, ignoring other non-imaging data (e.g.

View Article and Find Full Text PDF

Chronic pain is a pervasive and debilitating condition with increasing implications for public health, affecting millions of individuals worldwide. Despite its high prevalence, the underlying neural mechanisms and pathophysiology remain only partly understood. Since its introduction 35 years ago, brain diffusion magnetic resonance imaging (MRI) has emerged as a powerful tool to investigate changes in white matter microstructure and connectivity associated with chronic pain.

View Article and Find Full Text PDF

This study presents the construction of a comprehensive spatiotemporal atlas of white matter tracts in the fetal brain for every gestational week between 23 and 36 wk using diffusion MRI (dMRI). Our research leverages data collected from fetal MRI scans, capturing the dynamic changes in the brain's architecture and microstructure during this critical period. The atlas includes 60 distinct white matter tracts, including commissural, projection, and association fibers.

View Article and Find Full Text PDF

Objective: The objective was to comprehensively investigate the clinical, molecular, and imaging characteristics and outcomes of H3 K27-altered diffuse midline glioma (DMG) in adults.

Methods: Retrospective chart and imaging reviews were performed in 111 adult patients with H3 K27-altered DMG from two tertiary institutions. Clinical, molecular, imaging, and survival characteristics were analyzed.

View Article and Find Full Text PDF

Want AI Summaries of new PubMed Abstracts delivered to your In-box?

Enter search terms and have AI summaries delivered each week - change queries or unsubscribe any time!