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Clinical Assessment of Magnetic Resonance Spectroscopy and Diffusion-Weighted Imaging in Diffuse Glioma: Insights Into Histological Grading and <i>IDH</i> Classification

Hanwen Zhang, Hongbo Zhang, Xiaolei Liu, Hua-Zhen Deng, Yuzhe Zhang, Xu-Mei Tang, Fan Lin, Biao Huang

2024Canadian Association of Radiologists Journal10 citationsDOI

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 ( IDH) 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 U test assessed molecular classification. Receiver Operating Characteristic (ROC) curves evaluated parameter effectiveness. Survival curves, stratified by histological grade and IDH 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 ( P &lt; .01). Subsequent application of Dunn’s test showed significant differences in ADC mean among each histological grade ( P &lt; .01). Notably, Cho/NAA exhibited a marked distinction between grade 2 and grade 3/4 gliomas ( P &lt; .01). The Mann–Whitney U test indicated that only ADC mean showed statistical significance for IDH molecular classification ( P &lt; .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 IDH classification. Conclusions: Clinical MRS demonstrates efficacy in glioma histological grading but faces challenges in IDH classification. Clinical DWI’s ADC mean parameter shows significant distinctions in both histological grade and IDH classification.

Topics & Concepts

MedicineGrading (engineering)GliomaMann–Whitney U testReceiver operating characteristicDiffusion MRIMagnetic resonance imagingIsocitrate dehydrogenaseTumor gradeEffective diffusion coefficientNuclear medicinePathologyRadiologyInternal medicineImmunohistochemistryNuclear magnetic resonanceCancer researchEnzymePhysicsEngineeringCivil engineeringGlioma Diagnosis and TreatmentMRI in cancer diagnosisRadiomics and Machine Learning in Medical Imaging
Clinical Assessment of Magnetic Resonance Spectroscopy and Diffusion-Weighted Imaging in Diffuse Glioma: Insights Into Histological Grading and <i>IDH</i> Classification | Litcius