Diffusion along the perivascular space as a potential biomarker for glioma grading and isocitrate dehydrogenase 1 mutation status prediction

被引:8
作者
Zhu, Hongquan [1 ]
Xie, Yan [1 ]
Li, Li [1 ]
Liu, Yufei [1 ]
Li, Shihui [1 ]
Shen, Nanxi [1 ]
Zhang, Jiaxuan [1 ]
Yan, Su [1 ]
Liu, Dong [1 ]
Li, Yuanhao [1 ,2 ]
Zhu, Wenzhen [1 ,2 ]
机构
[1] Huazhong Univ Sci & Technol, Tongji Hosp, Tongji Med Coll, Dept Radiol, Wuhan, Peoples R China
[2] Huazhong Univ Sci & Technol, Tongji Hosp, Tongji Med Coll, Dept Radiol, 1095 Jiefang Ave, Wuhan 430030, Peoples R China
基金
中国国家自然科学基金;
关键词
Glioma; diffusion magnetic resonance imaging (diffusion MRI); glymphatic system; diffusion tensor imaging; APPEARING WHITE-MATTER; CENTRAL-NERVOUS-SYSTEM; TUMORS; CLASSIFICATION; PROLIFERATION; EDEMA;
D O I
10.21037/qims-23-541
中图分类号
R8 [特种医学]; R445 [影像诊断学];
学科分类号
1002 ; 100207 ; 1009 ;
摘要
Background: The diffusion tensor image analysis along the perivascular space (DTI-ALPS) may have the potential to reflect glymphatic dysfunction in patients with glioma. The study aimed to determine the correlation of DTI-ALPS with glioma grade and isocitrate dehydrogenase 1 (IDH1) genotype and to then compare the ALPS index with other diffusion metrics.Methods: In this study, 81 patients with glioma and 31 healthy controls underwent magnetic resonance imaging (MRI) examination. The ALPS-index, fractional anisotropy (FA), mean diffusivity (MD), and mean kurtosis (MK) were calculated. Comparisons were made between the left and right hemispheres and between patients and controls. IDH1 status was compared after age adjustment. The diagnostic performance of each metric was assessed via receiver operating characteristic (ROC) analysis.Results: : In patients with glioma, the ALPS-index of the hemisphere ipsilateral to glioma was significantly lower than that of the hemisphere contralateral to glioma (1.417 +/- 0.177 vs. 1.478 +/- 0.165; P=0.002), and the bilateral ALPS-index values in patients were significantly decreased compared with those in healthy controls. The ALPS-index was significantly higher in lower-grade gliomas (LrGGs) than that in glioblastomas (GBMs) (1.495 +/- 0.151 vs. 1.320 +/- 0.159; P<0.001) and was significantly lower in IDH1-wild-type LrGGs than in IDH1-mutant LrGGs (1.400 +/- 0.185 vs. 1.530 +/- 0.123; P=0.036). FA, MD, and MK also showed significant differences between LrGGs and GBMs and between IDH1-mutant and IDH1-wild-type LrGGs (P<0.05). Furthermore, the combination of the ALPS-index with FA, MD, or MK, exhibited superior discrimination ability compared to each metric used alone. The ALPS-index combined with MD had the highest area under the curve (AUC) of 0.854 as compared to that of 0.614-0.807 for a single metric in glioma grading, while for IDH1 mutation prediction, this combination had the highest AUC of 0.861 as compared to that of 0.707- 0.778 for a single metric.Conclusions: The reduced ALPS-index may reflect tumor-induced glymphatic system impairment, and the ALPS-index may be able to complement conventional diffusion metrics in glioma grading and IDH1 genotyping.
引用
收藏
页码:8259 / +
页数:18
相关论文
共 51 条
[1]   Grading of Gliomas by Using Monoexponential, Biexponential, and Stretched Exponential Diffusion-weighted MR Imaging and Diffusion Kurtosis MR Imaging [J].
Bai, Yan ;
Lin, Yusong ;
Tian, Jie ;
Shi, Dapeng ;
Cheng, Jingliang ;
Haacke, E. Mark ;
Hong, Xiaohua ;
Ma, Bo ;
Zhou, Jinyuan ;
Wang, Meiyun .
RADIOLOGY, 2016, 278 (02) :496-504
[2]   The role of aquaporin 4 in brain tumors: implications for pathophysiology, diagnosis and therapy [J].
Behnam, Mohammad ;
Motamedzadeh, Alireza ;
Aalinezhad, Marzieh ;
Dadgostar, Ehsan ;
Noshabad, Fatemeh Zahra Rashidi ;
Pourfridoni, Mohammad ;
Raei, Maedeh ;
Mirzaei, Hamed ;
Aschner, Michael ;
Tamtaji, Omid Reza .
MOLECULAR BIOLOGY REPORTS, 2022, 49 (11) :10609-10615
[3]   IDH1 R132H Decreases Proliferation of Glioma Cell Lines In Vitro and In Vivo [J].
Bralten, Linda B. C. ;
Kloosterhof, Nanne K. ;
Balvers, Rutger ;
Sacchetti, Andrea ;
Lapre, Lariesa ;
Lamfers, Martine ;
Leenstra, Sieger ;
de Jonge, Hugo ;
Kros, Johan M. ;
Jansen, Erwin E. W. ;
Struys, Eduard A. ;
Jakobs, Cornelis ;
Salomons, Gajja S. ;
Diks, Sander H. ;
Peppelenbosch, Maikel ;
Kremer, Andreas ;
Hoogenraad, Casper C. ;
Smitt, Peter A. E. Sillevis ;
French, Pim J. .
ANNALS OF NEUROLOGY, 2011, 69 (03) :455-463
[4]   Diffusion along perivascular spaces provides evidence interlinking compromised glymphatic function with aging in Parkinson's disease [J].
Cai, Xin ;
Chen, Zhenzhen ;
He, Chentao ;
Zhang, Piao ;
Nie, Kun ;
Qiu, Yihui ;
Wang, Limin ;
Wang, Lijuan ;
Jing, Ping ;
Zhang, Yuhu .
CNS NEUROSCIENCE & THERAPEUTICS, 2023, 29 (01) :111-121
[5]   T1 and ADC histogram parameters may be an in vivo biomarker for predicting the grade, subtype, and proliferative activity of meningioma [J].
Cao, Tiexin ;
Jiang, Rifeng ;
Zheng, Lingmin ;
Zhang, Rufei ;
Chen, Xiaodan ;
Wang, Zongmeng ;
Jiang, Peirong ;
Chen, Yilin ;
Zhong, Tianjin ;
Chen, Hu ;
Wu, PuYeh ;
Xue, Yunjing ;
Lin, Lin .
EUROPEAN RADIOLOGY, 2023, 33 (01) :258-269
[6]  
Cha S, 2006, AM J NEURORADIOL, V27, P475
[7]   Associations among Cognitive Functions, Plasma DNA, and Diffusion Tensor Image along the Perivascular Space (DTI-ALPS) in Patients with Parkinson's Disease [J].
Chen, Hsiu-Ling ;
Chen, Pei-Chin ;
Lu, Cheng-Hsien ;
Tsai, Nai-Wen ;
Yu, Chiun-Chieh ;
Chou, Kun-Hsien ;
Lai, Yun-Ru ;
Taoka, Toshiaki ;
Lin, Wei-Che .
OXIDATIVE MEDICINE AND CELLULAR LONGEVITY, 2021, 2021
[8]   CNS-Draining Meningeal Lymphatic Vasculature: Roles, Conundrums and Future Challenges [J].
das Neves, Sofia Pereira ;
Delivanoglou, Nickoleta ;
Da Mesquita, Sandro .
FRONTIERS IN PHARMACOLOGY, 2021, 12
[9]   Clinical Significance of Fractional Anisotropy Measured in Peritumoral Edema as a Biomarker of Overall Survival in Glioblastoma: Evidence Using Correspondence Analysis [J].
Flores-Alvarez, Eduardo ;
Durand-Munoz, Coral ;
Cortes-Hernandez, Filiberto ;
Munoz-Hernandez, Onofre ;
Moreno-Jimenez, Sergio ;
Roldan-Valadez, Ernesto .
NEUROLOGY INDIA, 2019, 67 (04) :1074-1081
[10]   Guiding the first biopsy in glioma patients using estimated Ki-67 maps derived from MRI: conventional versus advanced imaging [J].
Gates, Evan D. H. ;
Lin, Jonathan S. ;
Weinberg, Jeffrey S. ;
Hamilton, Jackson ;
Prabhu, Sujit S. ;
Hazle, John D. ;
Fuller, Gregory N. ;
Baladandayuthapani, Veera ;
Fuentes, David ;
Schellingerhout, Dawid .
NEURO-ONCOLOGY, 2019, 21 (04) :527-536