Gregory A M, Nenert R, Allendorfer J B, Martin R, Kana R K, Szaflarski J P
Department of Neurology, University of Alabama at Birmingham, Birmingham, AL, USA; Department of Psychology, University of Alabama at Birmingham, Birmingham, AL, USA.
Department of Neurology, University of Alabama at Birmingham, Birmingham, AL, USA.
Epilepsy Behav. 2015 May;46:173-84. doi: 10.1016/j.yebeh.2015.03.006. Epub 2015 Apr 29.
Effective visual memory encoding, a function important for everyday functioning, relies on episodic and semantic memory processes. In patients with medial temporal lobe epilepsy (MTLE), memory deficits are common as the structures typically involved in seizure generation are also involved in acquisition, maintenance, and retrieval of episodic memories. In this study, we used group independent component analysis (GICA) combined with Granger causality analysis to investigate the neuronal networks involved in visual memory encoding during a complex fMRI scene-encoding task in patients with left MTLE (LMTLE; N=28) and in patients with right MTLE (RMTLE; N=18). Additionally, we built models of memory encoding in LMTLE and RMTLE and compared them with a model of healthy memory encoding (Nenert et al., 2014). For those with LMTLE, we identified and retained for further analyses and model generation 7 ICA task-related components that were attributed to four different networks: the frontal and posterior components of the DMN, visual network, auditory-insular network, and an "other" network. For those with RMTLE, ICA produced 9 task-related components that were attributed to the somatosensory and cerebellar networks in addition to the same networks as in patients with LMTLE. Granger causality analysis revealed group differences in causality relations within the visual memory network and MTLE-related deviations from normal network function. Our results demonstrate differences in the networks for visual memory encoding between those with LMTLE and those with RMTLE. Consistent with previous studies, the organization of memory encoding is dependent on laterality of seizure focus and may be mediated by functional reorganization in chronic epilepsy. These differences may underlie the observed differences in memory abilities between patients with LMTLE and patients with RMTLE and highlight the modulating effects of epilepsy on the network for memory encoding.
有效的视觉记忆编码是日常功能的一项重要功能,它依赖于情景记忆和语义记忆过程。在内侧颞叶癫痫(MTLE)患者中,记忆缺陷很常见,因为通常参与癫痫发作的结构也参与情景记忆的获取、维持和检索。在本研究中,我们使用组独立成分分析(GICA)结合格兰杰因果分析,来研究左侧MTLE(LMTLE;N = 28)患者和右侧MTLE(RMTLE;N = 18)患者在复杂功能磁共振成像(fMRI)场景编码任务期间参与视觉记忆编码的神经网络。此外,我们构建了LMTLE和RMTLE的记忆编码模型,并将它们与健康记忆编码模型(Nenert等人,2014年)进行比较。对于LMTLE患者,我们识别并保留了7个与ICA任务相关的成分用于进一步分析和模型生成,这些成分归因于四个不同的网络:默认模式网络(DMN)的额叶和后部成分、视觉网络、听觉-岛叶网络以及一个“其他”网络。对于RMTLE患者,ICA产生了9个与任务相关的成分,除了与LMTLE患者相同的网络外,还归因于体感和小脑网络。格兰杰因果分析揭示了视觉记忆网络内因果关系的组间差异以及与MTLE相关的偏离正常网络功能的情况。我们的结果表明,LMTLE患者和RMTLE患者在视觉记忆编码网络上存在差异。与先前的研究一致,记忆编码的组织依赖于癫痫病灶的侧别,并且可能由慢性癫痫中的功能重组介导。这些差异可能是LMTLE患者和RMTLE患者在记忆能力上观察到的差异的基础,并突出了癫痫对记忆编码网络的调节作用。