Multiparameter quantitative histological MRI values in high-grade gliomas: a potential biomarker of tumor progression

Author:

Reuter Gilles12,Lommers Emilie13,Balteau Evelyne1,Simon Jessica4,Phillips Christophe15,Scholtes Felix267,Martin Didier2,Lombard Arnaud26,Maquet Pierre13

Affiliation:

1. GIGA Cyclotron Research Centre–In Vivo Imaging, University of Liège, Liège, Belgium

2. Department of Neurosurgery, University Hospital of Liège, Liège, Belgium

3. Department of Neurology, University Hospital of Liège, Liège, Belgium

4. Psychology and Neuroscience of Cognition–PsyNCogn, University of Liège, Liège, Belgium

5. GIGA In Silico Medicine, University of Liège, Liège, Belgium

6. Laboratory of Developmental Neurobiology, GIGA–Neurosciences Research Center, University of Liège, Liège, Belgium

7. Department of Neuroanatomy, University of Liège, Liège, Belgium

Abstract

Abstract Background Conventional MRI poorly distinguishes brain parenchyma microscopically invaded by high-grade gliomas (HGGs) from the normal brain. By contrast, quantitative histological MRI (hMRI) measures brain microstructure in terms of physical MR parameters influenced by histochemical tissue composition. We aimed to determine the relationship between hMRI parameters in the area surrounding the surgical cavity and the presence of HGG recurrence. Methods Patients were scanned after surgery with an hMRI multiparameter protocol that allowed for estimations of longitudinal relaxation rate (R1) = 1/T1, effective transverse relaxation rate (R2)*=1/T2*, magnetization transfer saturation (MTsat), and proton density. The initial perioperative zone (IPZ) was segmented on the postoperative MRI. Once recurrence appeared on conventional MRI, the area of relapsing disease was delineated (extension zone, EZ). Conventional MRI showing recurrence and hMRI were coregistered, allowing for the extraction of parameters R1, R2*, MTsat, and PD in 3 areas: the overlap area between the IPZ and EZ (OZ), the peritumoral brain zone, PBZ (PBZ = IPZ – OZ), and the area of recurrence (RZ = EZ – OZ). Results Thirty-one patients with HGG who underwent gross-total resection were enrolled. MTsat and R1 were the most strongly associated with tumor progression. MTsat was significantly lower in the OZ and RZ, compared to PBZ. R1 was significantly lower in RZ compared to PBZ. PD was significantly higher in OZ compared to PBZ, and R2* was higher in OZ compared to PBZ or RZ. These changes were detected 4 to 120 weeks before recurrence recognition on conventional MRI. Conclusions HGG recurrence was associated with hMRI parameters’ variation after initial surgery, weeks to months before overt recurrence.

Funder

Belgian organizations Fonds National de la Recherche Scientifique

Publisher

Oxford University Press (OUP)

Subject

Medicine (miscellaneous)

同舟云学术

1.学者识别学者识别

2.学术分析学术分析

3.人才评估人才评估

"同舟云学术"是以全球学者为主线,采集、加工和组织学术论文而形成的新型学术文献查询和分析系统,可以对全球学者进行文献检索和人才价值评估。用户可以通过关注某些学科领域的顶尖人物而持续追踪该领域的学科进展和研究前沿。经过近期的数据扩容,当前同舟云学术共收录了国内外主流学术期刊6万余种,收集的期刊论文及会议论文总量共计约1.5亿篇,并以每天添加12000余篇中外论文的速度递增。我们也可以为用户提供个性化、定制化的学者数据。欢迎来电咨询!咨询电话:010-8811{复制后删除}0370

www.globalauthorid.com

TOP

Copyright © 2019-2024 北京同舟云网络信息技术有限公司
京公网安备11010802033243号  京ICP备18003416号-3