Literature DB >> 34199151

Differentiating Glioblastomas from Solitary Brain Metastases: An Update on the Current Literature of Advanced Imaging Modalities.

Austin-John Fordham1, Caitlin-Craft Hacherl1, Neal Patel1, Keri Jones2, Brandon Myers2, Mickey Abraham3, Julian Gendreau4.   

Abstract

Differentiating between glioblastomas and solitary brain metastases proves to be a challenging diagnosis for neuroradiologists, as both present with imaging patterns consisting of peritumoral hyperintensities with similar intratumoral texture on traditional magnetic resonance imaging sequences. Early diagnosis is paramount, as each pathology has completely different methods of clinical assessment. In the past decade, recent developments in advanced imaging modalities enabled providers to acquire a more accurate diagnosis earlier in the patient's clinical assessment, thus optimizing clinical outcome. Dynamic susceptibility contrast has been optimized for detecting relative cerebral blood flow and relative cerebral blood volume. Diffusion tensor imaging can be used to detect changes in mean diffusivity. Neurite orientation dispersion and density imaging is an innovative modality detecting changes in intracellular volume fraction, isotropic volume fraction, and extracellular volume fraction. Magnetic resonance spectroscopy is able to assist by providing a metabolic descriptor while detecting variable ratios of choline/N-acetylaspartate, choline/creatine, and N-acetylaspartate/creatine. Finally, radiomics and machine learning algorithms have been devised to assist in improving diagnostic accuracy while often utilizing more than one advanced imaging protocol per patient. In this review, we provide an update on all the current evidence regarding the identification and differentiation of glioblastomas from solitary brain metastases.

Entities:  

Keywords:  arterial spin labelling; diffusion tensor imaging; diffusion-weighted imaging; dynamic susceptibility contrast; glioblastoma; intracranial; machine learning; magnetic resonance; metastasis; neurite orientation dispersion density

Year:  2021        PMID: 34199151     DOI: 10.3390/cancers13122960

Source DB:  PubMed          Journal:  Cancers (Basel)        ISSN: 2072-6694            Impact factor:   6.639


  4 in total

Review 1.  Neuroinflammation and immunoregulation in glioblastoma and brain metastases: Recent developments in imaging approaches.

Authors:  Rafael Roesler; Simone Afonso Dini; Gustavo R Isolan
Journal:  Clin Exp Immunol       Date:  2021-10-08       Impact factor: 4.330

Review 2.  A Systematic Review of the Current Status and Quality of Radiomics for Glioma Differential Diagnosis.

Authors:  Valentina Brancato; Marco Cerrone; Marialuisa Lavitrano; Marco Salvatore; Carlo Cavaliere
Journal:  Cancers (Basel)       Date:  2022-05-31       Impact factor: 6.575

3.  The Role of 3D-pCASL MRI in the Differential Diagnosis of Glioblastoma and Brain Metastases.

Authors:  Kristina Solozhentseva; Artem Batalov; Natalia Zakharova; Sergey Goryaynov; Eduard Pogosbekyan; Igor Pronin
Journal:  Front Oncol       Date:  2022-04-26       Impact factor: 5.738

4.  CT in the Differentiation of Gliomas from Brain Metastases: The Radiomics Analysis of the Peritumoral Zone.

Authors:  Lucian Mărginean; Paul Andrei Ștefan; Andrei Lebovici; Iulian Opincariu; Csaba Csutak; Roxana Adelina Lupean; Paul Alexandru Coroian; Bogdan Andrei Suciu
Journal:  Brain Sci       Date:  2022-01-14
  4 in total

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