Uncovering the connectivity of the brain in relation to novel vision rehabilitation strategies.
نویسندگان
چکیده
With advances in assistive technology, the development of retinal prostheses, and the use of stem cells for retinal and corneal repair, the paradigm of vision rehabilitation is evolving. Now more than ever, clinicians need novel strategies for rehabilitative treatment, assessing outcomes, and determining overall rehabilitative success. The capacity of the adult brain for reorganization following damage and training is likely underestimated, and uncovering the neurophysiology underlying neuroplastic change can reveal opportunities for evaluating, predicting, and even influencing rehabilitative outcomes. Various forms of noninvasive brain stimulation have been combined with visual rehabilitative training approaches as a means of improving overall therapeutic success. For example, patients with hemianopia who underwent computer-based rehabilitative training showed improved performance in stimulus detection as well as increased visual field size when training was combined with transcranial direct current stimulation applied over the occipital cortex. Alternating current stimulation is another method of noninvasive stimulation that, when delivered transorbitally for 10 days to patients with optic nerve damage, was associated with increased alpha power measured with EEG as well as improvements in detection accuracy in high-resolution perimetry (HRP), detection performance in static perimetry, and visual acuity. Although these 2 studies used very different stimulation protocols, both demonstrated how combined therapeutic approaches could influence the improvement of visual task performance in patients with acquired vision loss. Yet restoring more complex visual perceptual function will require the successful reintegration of visual stimuli into coordinated neural networks, highlighting the need for a greater understanding of the functional connectivity of the brain and its response to therapy such as noninvasive brain stimulation. In this issue of Neurology®, Bola et al. provide insight into the functional connectivity of the brain in patients with prechiasmal damage. After recording EEG activity in 15 patients and 13 normal controls, they applied Granger causality analysis (GCA) to reveal effective brain connectivity based on observed correlations over time. They then randomized the patients to treatment with repetitive transorbital alternating current stimulation (rtACS) or sham treatment. While current aims of the study did not include determining the efficacy of rtACS, the patients did undergo perceptual testing before and after stimulation. Analysis of separate EEG bands revealed that patients had lower power in the high-frequency alpha (alpha II) band in the occipital region. The authors calculated coherence, or functional connectivity, from pairs of channels within areas (short-range coherence) and from occipital channels paired with frontal channels (long-range coherence), and patients demonstrated decreased shortand long-range coherence in the alpha II band. In addition, their spatial patterns of network activity showed less clustering. At baseline, greater local low-frequency alpha (alpha I) coherence within the occipital region was related to greater size of intact visual field measured by HRP, faster processing speeds measured by HRP, and better detection in the fovea measured by static perimetry. PostrtACS, an increase in occipital alpha II coherence was associated with increased detection accuracy with HRP, and an increase in long-range alpha II coherence correlated with faster processing speed measured by HRP. The results support the authors’ conclusion that a prechiasmal lesion within the visual pathway affects not only the local area but also the functional connectivity and synchronization of neuronal networks within the brain. Indeed, previous studies using MRI-based functional connectivity density analyses have also revealed differences in whole-brain functional connectivity patterns in patients with earlyand late-onset ocular blindness compared to normally sighted controls. Alpha activity is considered an index of reduced cortical activity during wakefulness generated by the thalamus and plays a role in visual attention as well as the modulation of selective attention. In the present study, stronger alpha band connectivity was related to better performance on some visual perception tasks, suggesting that alpha activity may be a marker for sensory processing. Specifically, changes in local and longrange alpha II coherence correlated with improvements,
منابع مشابه
Brain Connectivity Reflected in Electroencephalogram Coherence in Individuals With Autism: A Meta-analysis
Introduction: Many theories have been proposed about the etiology of autism. One is related to brain connectivity in patients with autism. Several studies have reported brain connectivity changes in autism disease. This study was performed on Electroencephalogram (EEG) studies that evaluated patients with autism, using functional brain connectivity, and compared them with typically-developing i...
متن کاملMental Arithmetic Task Recognition Using Effective Connectivity and Hierarchical Feature Selection From EEG Signals
Introduction: Mental arithmetic analysis based on Electroencephalogram (EEG) signal for monitoring the state of the user’s brain functioning can be helpful for understanding some psychological disorders such as attention deficit hyperactivity disorder, autism spectrum disorder, or dyscalculia where the difficulty in learning or understanding the arithmetic exists. Most mental arithmetic recogni...
متن کاملComputer-Aided Tinnitus Detection based on Brain Network Analysis of EEG Functional Connectivity
Background: Tinnitus known as a central nervous system disorder is correlated with specific oscillatory activities within auditory and non-auditory brain areas. Several studies in the past few years have revealed that in the most tinnitus cases, the response pattern of neurons in auditory system is changed due to auditory deafferentation, which leads to variation and disruption of the brain net...
متن کاملEvaluation of Model-Based Methods in Estimating Dynamic Functional Connectivity of Brain Regions
Today, neuroscientists are interested in discovering human brain functions through brain networks. In this regard, the evaluation of dynamic changes in functional connectivity of the brain regions by using functional magnetic resonance imaging data has attracted their attention. In this paper, we focus on two model-based approaches, called the exponential weighted moving average model and the d...
متن کاملTinnitus Identification based on Brain Network Analysis of EEG Functional Connectivity
Introduction: Tinnitus known as a central nervous system disorder is correlated with specific oscillatory activities within auditory and non-auditory brain areas. Several studies in the past few years have revealed that in the most tinnitus cases, the response pattern of neurons in auditory system is changed due to auditory deafferentation, which leads to variation of the brain...
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید
ثبت ناماگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید
ورودعنوان ژورنال:
- Neurology
دوره 83 6 شماره
صفحات -
تاریخ انتشار 2014