U. Würtemberger, M. Diebold, A. Rau, Veysel Akgün, L. Becker, J. Beck, P. Reinacher, Christian A Taschner, Marco Reisert, Luca Fehrenbacher, D. Erny, Florian Scherer, M. Hohenhaus, H. Urbach, T. Demerath
{"title":"Advanced diffusion imaging reveals microstructural characteristics of primary CNS lymphoma, allowing differentiation from glioblastoma","authors":"U. Würtemberger, M. Diebold, A. Rau, Veysel Akgün, L. Becker, J. Beck, P. Reinacher, Christian A Taschner, Marco Reisert, Luca Fehrenbacher, D. Erny, Florian Scherer, M. Hohenhaus, H. Urbach, T. Demerath","doi":"10.1093/noajnl/vdae093","DOIUrl":null,"url":null,"abstract":"\n \n \n Primary CNS lymphoma (PCNSL) and glioblastoma (GBM) both represent frequent intracranial malignancies with differing clinical management. However, distinguishing PCNSL from GBM with conventional MRI can be challenging when atypical imaging features are present. We employed advanced dMRI for non-invasive characterization of the microstructure of PCNSL and differentiation from GBM as the most frequent primary brain malignancy.\n \n \n \n Multiple dMRI metrics including DTI, NODDI and DMI were extracted from the contrast-enhancing tumor component in 10 PCNSL and 10 age-matched GBM on 3T MRI. Imaging findings were correlated with cell density and axonal markers obtained from histopathology.\n \n \n \n We found significantly increased intraaxonal volume fractions (V-intra, ICVF) and microFA in PCNSL compared to GBM (all p<0.001). In contrast, mean (MD) and axial diffusivity (aD), and microADC (all p<0.001), and also free water fractions (V-CSF, V-ISO) were significantly lower in PCNSL (all p<0.01). ROC analysis revealed high predictive values regarding the presence of a PCNSL for MD, aD, microADC, V-intra, ICVF, microFA, V-CSF and V-ISO (AUC in all >0.840, highest for MD and ICVF with an AUC of 0.960). Comparative histopathology between PCNSL and GBM revealed a significantly increased cell density in PCNSL and the presence of axonal remnants in a higher proportion of samples.\n \n \n \n Advanced diffusion imaging enables the characterization of the microstructure of PCNSL and reliably distinguishes PCNSL from GBM. Both imaging and histopathology revealed a relatively increased cell density and a preserved axonal microstructure in PCNSL.\n","PeriodicalId":3,"journal":{"name":"ACS Applied Electronic Materials","volume":" 9","pages":""},"PeriodicalIF":4.7000,"publicationDate":"2024-06-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"ACS Applied Electronic Materials","FirstCategoryId":"0","ListUrlMain":"https://doi.org/10.1093/noajnl/vdae093","RegionNum":3,"RegionCategory":"材料科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"ENGINEERING, ELECTRICAL & ELECTRONIC","Score":null,"Total":0}
引用次数: 0
Abstract
Primary CNS lymphoma (PCNSL) and glioblastoma (GBM) both represent frequent intracranial malignancies with differing clinical management. However, distinguishing PCNSL from GBM with conventional MRI can be challenging when atypical imaging features are present. We employed advanced dMRI for non-invasive characterization of the microstructure of PCNSL and differentiation from GBM as the most frequent primary brain malignancy.
Multiple dMRI metrics including DTI, NODDI and DMI were extracted from the contrast-enhancing tumor component in 10 PCNSL and 10 age-matched GBM on 3T MRI. Imaging findings were correlated with cell density and axonal markers obtained from histopathology.
We found significantly increased intraaxonal volume fractions (V-intra, ICVF) and microFA in PCNSL compared to GBM (all p<0.001). In contrast, mean (MD) and axial diffusivity (aD), and microADC (all p<0.001), and also free water fractions (V-CSF, V-ISO) were significantly lower in PCNSL (all p<0.01). ROC analysis revealed high predictive values regarding the presence of a PCNSL for MD, aD, microADC, V-intra, ICVF, microFA, V-CSF and V-ISO (AUC in all >0.840, highest for MD and ICVF with an AUC of 0.960). Comparative histopathology between PCNSL and GBM revealed a significantly increased cell density in PCNSL and the presence of axonal remnants in a higher proportion of samples.
Advanced diffusion imaging enables the characterization of the microstructure of PCNSL and reliably distinguishes PCNSL from GBM. Both imaging and histopathology revealed a relatively increased cell density and a preserved axonal microstructure in PCNSL.
期刊介绍:
ACS Applied Electronic Materials is an interdisciplinary journal publishing original research covering all aspects of electronic materials. The journal is devoted to reports of new and original experimental and theoretical research of an applied nature that integrate knowledge in the areas of materials science, engineering, optics, physics, and chemistry into important applications of electronic materials. Sample research topics that span the journal's scope are inorganic, organic, ionic and polymeric materials with properties that include conducting, semiconducting, superconducting, insulating, dielectric, magnetic, optoelectronic, piezoelectric, ferroelectric and thermoelectric.
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