Displacement of Gray Matter and Incidence of Seizures in Patients with Cerebral Cavernous Malformations

被引:5
作者
Chou, Chi-Jen [1 ]
Lee, Cheng-Chia [2 ,3 ,4 ]
Chen, Ching-Jen [5 ]
Yang, Huai-Che [2 ,3 ,4 ]
Peng, Syu-Jyun [6 ]
机构
[1] Kaohsiung Vet Gen Hosp, Div Neurosurg, Dept Surg, Kaohsiung 813414, Taiwan
[2] Taipei Vet Gen Hosp, Neurol Inst, Dept Neurosurg, Taipei 112201, Taiwan
[3] Natl Yang Ming Chiao Tung Univ, Sch Med, Coll Med, Taipei 11221, Taiwan
[4] Natl Yang Ming Chiao Tung Univ, Brain Res Ctr, Taipei 11221, Taiwan
[5] Univ Virginia Hlth Syst, Dept Neurol Surg, Charlottesville, VA 22903 USA
[6] Taipei Med Univ, Coll Med, Profess Master Program Artificial Intelligence Me, Taipei 10675, Taiwan
关键词
cerebral cavernous malformation; seizure; displaced gray matter; biomedical imaging analysis; SEGMENTATION; EPILEPSY;
D O I
10.3390/biomedicines9121872
中图分类号
Q5 [生物化学]; Q7 [分子生物学];
学科分类号
071010 ; 081704 ;
摘要
Seizures are the most common presentation in patients with cerebral cavernous malformations (CCMs). Based on the hypothesis that the volume or proportion of gray matter (GM) displaced by CCMs is associated with the risk of seizure, we developed an algorithm by which to quantify the volume and proportion of displaced GM and the risk of seizure. Image analysis was conducted on 111 patients with solitary CCMs (divided into seizure and nonseizure groups) from our gamma knife radiosurgery (GKRS) database from February 2005 and March 2020. The CCM algorithm proved effective in quantifying the GM and CCM using T1WI MRI images. In the seizure group, 11 of the 12 patients exhibited seizures at the initial presentation, and all CCMs in the seizure group were supratentorial. The location of the limbic lobe within the CCM was significantly associated with the risk of seizure (OR = 19.6, p = 0.02). The risk of seizure increased when the proportion of GM displaced by the CCM exceeded 31%. It was also strongly correlated with the volume of displaced GM. The volume and proportion of displaced GM were both positively correlated with the risk of seizure presentation/development and thus could be used to guide seizure prophylaxis in CCM patients.
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页数:11
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