Vascular differences between IDH-wildtype glioblastoma and astrocytoma IDH-mutant grade 4 at imaging and transcriptomic levels

被引:7
作者
Alvarez-Torres, Maria del Mar [1 ]
Lopez-Cerdan, Adolfo [2 ]
Andreu, Zoraida [3 ]
Vaya, Maria de la Iglesia [2 ]
Fuster-Garcia, Elies [1 ]
Garcia-Garcia, Francisco [4 ]
Garcia-Gomez, Juan M. [1 ]
机构
[1] Univ Politecn Valencia, ITACA Inst Informac & Tecnol Comunicac, Biomed Data Sci Lab, Valencia, Spain
[2] Ctr Invest Principe Felipe, Unidad Mixta Imagen Biomed FISABIO CIPF, Valencia, Spain
[3] Fdn Valencian Inst Oncol F, Valencia, Spain
[4] Unidad Bioinformat & Bioestadist CIPF, Valencia, Spain
关键词
astrocytomas grade 4; gene expression; IDH mutation; MRI-DSC biomarkers; vascularity; CENTRAL-NERVOUS-SYSTEM; PERFUSION PARAMETERS; TUMOR ANGIOGENESIS; GROWTH-FACTOR; CT PERFUSION; EXPRESSION; MUTATIONS; CLASSIFICATION; PREDICTION; BIOMARKERS;
D O I
10.1002/nbm.5004
中图分类号
Q6 [生物物理学];
学科分类号
071011 ;
摘要
Global agreement in central nervous system (CNS) tumor classification is essential for predicting patient prognosis and determining the correct course of treatment, as well as for stratifying patients for clinical trials at international level. The last update by the World Health Organization of CNS tumor classification and grading in 2021 considered, for the first time, IDH-wildtype glioblastoma and astrocytoma IDH-mutant grade 4 as different tumors. Mutations in the genes isocitrate dehydrogenase (IDH) 1 and 2 occur early and, importantly, contribute to gliomagenesis. IDH mutation produces a metabolic reprogramming of tumor cells, thus affecting the processes of hypoxia and vascularity, resulting in a clear advantage for those patients who present with IDH-mutated astrocytomas. Despite the clinical relevance of IDH mutation, current protocols do not include full sequencing for every patient. Alternative biomarkers could be useful and complementary to obtain a more reliable classification. In this sense, magnetic resonance imaging (MRI)-perfusion biomarkers, such as relative cerebral blood volume and flow, could be useful from the moment of presurgery, without incurring additional financial costs or requiring extra effort. The main purpose of this work is to analyze the vascular and hemodynamic differences between IDH-wildtype glioblastoma and IDH-mutant astrocytoma. To achieve this, we evaluate and validate the association between dynamic susceptibility contrast-MRI perfusion biomarkers and IDH mutation status. In addition, to gain a deeper understanding of the vascular differences in astrocytomas depending on the IDH mutation, we analyze the transcriptomic bases of the vascular differences.
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页数:13
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