Hemispheric Regional Based Analysis of Diffusion Tensor Imaging and Diffusion Tensor Tractography in Patients with Temporal Lobe Epilepsy and Correlation with Patient outcomes

被引:20
|
作者
Alizadeh, Mahdi [1 ,2 ]
Kozlowski, Lauren [3 ]
Muller, Jennifer [1 ,2 ]
Ashraf, Neha [1 ]
Shahrampour, Shiva [2 ]
Mohamed, Feroze B. [2 ]
Wu, Chengyuan [1 ,2 ]
Sharan, Ashwini [1 ,2 ]
机构
[1] Thomas Jefferson Univ, Dept Neurosurg, Philadelphia, PA 19107 USA
[2] Thomas Jefferson Univ, Dept Radiol, Jefferson Integrated Magnet Resonance Imaging Ctr, Philadelphia, PA 19107 USA
[3] Thomas Jefferson Univ, Sidney Kimmel Med Coll, Philadelphia, PA 19107 USA
关键词
MATTER; WHITE;
D O I
10.1038/s41598-018-36818-x
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
Imaging in the field of epilepsy surgery remains an essential tool in terms of its ability to identify regions where the seizure focus might present as a resectable area. However, in many instances, an obvious structural abnormality is not visualized. This has created the opportunity for new approaches and imaging innovation in the field of epilepsy, such as with Diffusion Tensor Imaging (DTI) and Diffusion Tensor Tractography (DTT). In this study, we aim to evaluate the use of DTI and DTT as a predictive model in the field of epilepsy, specifically Temporal Lobe Epilepsy (TLE), and correlate their clinical significance with respect to postsurgical outcomes. A hemispheric based analysis was used to compare the tract density, as well as DTI indices of the specific regions of interest from the pathologic hemisphere to the healthy hemisphere in TLE patients. A total of 22 patients with TLE (12 males, 10 females, 22-57 age range) underwent either a craniotomy, Anterior Temporal Lobectomy (ATL), or a less invasive method of Selective Laser Amygdalohippocampectomy (SLAH) and were imaged using 3.0 T Philips Achieva MR scanner. Of the participants, 12 underwent SLAH while 10 underwent ATL. The study was approved by the institutional review board of Thomas Jefferson University Hospital. Informed consent was obtained from all patients. All patients had a diagnosis of TLE according to standard clinical criteria. DTI images were acquired axially in the same anatomical location prescribed for the T1-weighted images. The raw data set consisting of diffusion volumes were first corrected for eddy current distortions and motion artifacts. Various DTI indices such as Fractional Anisotropy (FA), Mean Diffusivity (MD), Radial Diffusivity (RD) and Axial Diffusivity (AD) were estimated and co-registered to the brain parcellation map obtained by freesurfer. 16 consolidated cortical and subcortical regions were selected as regions of interest (ROIs) by a functional neurosurgeon and DTI values for each ROI were calculated and compared with the corresponding ROI in the opposite hemisphere. Also, track density imaging (TDI) of 68 white matter parcels were generated using fiber orientation distribution (FOD) based deterministic fiber tracking and compared with contralateral side of the brain in each epileptic group: left mesial temporal sclerosis (LMTS) and right MTS (RMTS)). In patients with LMTS, MD and RD values of the left hippocampus decreased significantly using two-tailed t-test (p = 0.03 and p = 0.01 respectively) compared to the right hippocampus. Also, RD showed a marginally significant decrease in left amygdala (p = 0.05). DTT analysis in LMTS shows a marginally significant decrease in the left white matter supramarginal parcel (p = 0.05). In patients with RMTS, FA showed a significant decrease in the ipsilateral mesial temporal lobe (p = 0.02), parahippocampal area (p = 0.03) and thalamus (p = 0.006).
引用
收藏
页数:8
相关论文
共 50 条
  • [41] DIFFUSION TENSOR IMAGING OF PARAHIPPOCAMPAL GYRUS AS A LATERALIZING TOOL IN INTRACTABLE TEMPORAL LOBE EPILEPSY
    Ray, Amit
    Akhondi-Asl, A.
    Elisevich, K.
    Soltanian-Zadeh, H.
    EPILEPSIA, 2009, 50 : 74 - 75
  • [42] Reliability and variability of diffusion tensor imaging (DTI) tractography in pediatric epilepsy
    Carlson, Helen L.
    Laliberte, Christianne
    Brooks, Brian L.
    Hodge, Jacquie
    Kirton, Adam
    Bello-Espinosa, Luis
    Hader, Walter
    Sherman, Elisabeth M. S.
    EPILEPSY & BEHAVIOR, 2014, 37 : 116 - 122
  • [43] The role of diffusion tensor imaging in the pre-surgical study of temporal lobe epilepsy
    Garcia-Pallero, M. Angeles
    Torres, Cristina V.
    Manzanares-Soler, Rafael
    Camara, Estela
    Sola, Rafael G.
    REVISTA DE NEUROLOGIA, 2016, 63 (12) : 537 - 542
  • [44] Thalamic and hippocampal diffusion tensor imaging (DTI) abnormalities in children with temporal lobe epilepsy
    Kimiwada, T
    Juhasz, C
    Makki, M
    Jagadeesan, BD
    Muzik, O
    Chugani, DC
    Chugani, HT
    EPILEPSIA, 2004, 45 : 295 - 295
  • [45] Prediction of visual field deficits by diffusion tensor imaging in temporal lobe epilepsy surgery
    Chen, Xiaolei
    Weigel, Daniel
    Ganslandt, Oliver
    Buchfelder, Michael
    Nimsky, Christopher
    NEUROIMAGE, 2009, 45 (02) : 286 - 297
  • [46] In Vivo Diffusion Tensor Imaging and Histopathology of the Fimbria-Fornix in Temporal Lobe Epilepsy
    Concha, Luis
    Livy, Daniel J.
    Beaulieu, Christian
    Wheatley, B. Matt
    Gross, Donald W.
    JOURNAL OF NEUROSCIENCE, 2010, 30 (03): : 996 - 1002
  • [47] DIFFUSION TENSOR IMAGING CHARACTERISTICS OF THE ARCUATE FASCICULUS IN PATIENTS WITH TEMPORAL LOBE EPILEPSY AND CORRELATES WITH LANGUAGE SCORES
    Diehl, Beate
    Piao, Z.
    Tkach, J.
    LaPresto, E.
    Liu, P.
    Busch, Robyn M.
    EPILEPSIA, 2008, 49 : 390 - 391
  • [48] A meta-analysis of white matter changes in temporal lobe epilepsy as studied with diffusion tensor imaging
    Otte, Willem M.
    van Eijsden, Pieter
    Sander, Josemir W.
    Duncan, John S.
    Dijkhuizen, Rick M.
    Braun, Kees P. J.
    EPILEPSIA, 2012, 53 (04) : 659 - 667
  • [49] Quantitative effectiveness analysis of radiation therapy in temporal lobe epilepsy using diffusion tensor imaging techniques
    Cao, XH
    Wong, S
    Young, G
    Liu, SL
    Dillon, W
    Verhey, L
    Barbaro, N
    CARS 2003: COMPUTER ASSISTED RADIOLOGY AND SURGERY, PROCEEDINGS, 2003, 1256 : 1292 - 1292
  • [50] Diffusion tensor tractography of the Meyer loop in cases of temporal lobe resection for temporal lobe epilepsy: Correlation between postsurgical visual field defect and anterior limit of Meyer loop on tractography
    Taoka, T.
    Sakamoto, M.
    Nakagawa, H.
    Nakase, H.
    Iwasaki, S.
    Takayama, K.
    Taoka, K.
    Hoshida, T.
    Sakaki, T.
    Kichikawa, K.
    AMERICAN JOURNAL OF NEURORADIOLOGY, 2008, 29 (07) : 1329 - 1334