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1.
J Neurosci ; 43(48): 8157-8171, 2023 11 29.
Article in English | MEDLINE | ID: mdl-37788939

ABSTRACT

Sleep is a highly stereotyped phenomenon, requiring robust spatiotemporal coordination of neural activity. Understanding how the brain coordinates neural activity with sleep onset can provide insights into the physiological functions subserved by sleep and the pathologic phenomena associated with sleep onset. We quantified whole-brain network changes in synchrony and information flow during the transition from wakefulness to light non-rapid eye movement (NREM) sleep, using MEG imaging in a convenient sample of 14 healthy human participants (11 female; mean 63.4 years [SD 11.8 years]). We furthermore performed computational modeling to infer excitatory and inhibitory properties of local neural activity. The transition from wakefulness to light NREM was identified to be encoded in spatially and temporally specific patterns of long-range synchrony. Within the delta band, there was a global increase in connectivity from wakefulness to light NREM, which was highest in frontoparietal regions. Within the theta band, there was an increase in connectivity in fronto-parieto-occipital regions and a decrease in temporal regions from wakefulness to Stage 1 sleep. Patterns of information flow revealed that mesial frontal regions receive hierarchically organized inputs from broad cortical regions upon sleep onset, including direct inflow from occipital regions and indirect inflow via parieto-temporal regions within the delta frequency band. Finally, biophysical neural mass modeling demonstrated changes in the anterior-to-posterior distribution of cortical excitation-to-inhibition with increased excitation-to-inhibition model parameters in anterior regions in light NREM compared with wakefulness. Together, these findings uncover whole-brain corticocortical structure and the orchestration of local and long-range, frequency-specific cortical interactions in the sleep-wake transition.SIGNIFICANCE STATEMENT Our work uncovers spatiotemporal cortical structure of neural synchrony and information flow upon the transition from wakefulness to light non-rapid eye movement sleep. Mesial frontal regions were identified to receive hierarchically organized inputs from broad cortical regions, including both direct inputs from occipital regions and indirect inputs via the parieto-temporal regions within the delta frequency range. Biophysical neural mass modeling revealed a spatially heterogeneous, anterior-posterior distribution of cortical excitation-to-inhibition. Our findings shed light on the orchestration of local and long-range cortical neural structure that is fundamental to sleep onset, and support an emerging view of cortically driven regulation of sleep homeostasis.


Subject(s)
Electroencephalography , Wakefulness , Humans , Female , Wakefulness/physiology , Electroencephalography/methods , Eye Movements , Sleep Stages/physiology , Sleep/physiology
2.
Ear Hear ; 42(5): 1253-1262, 2021.
Article in English | MEDLINE | ID: mdl-33974786

ABSTRACT

OBJECTIVES: Auditory cortical activation of the two hemispheres to monaurally presented tonal stimuli has been shown to be asynchronous in normal hearing (NH) but synchronous in the extreme case of adult-onset asymmetric hearing loss (AHL) with single-sided deafness. We addressed the wide knowledge gap between these two anchoring states of interhemispheric temporal organization. The objectives of this study were as follows: (1) to map the trajectory of interhemispheric temporal reorganization from asynchrony to synchrony using magnitude of interaural threshold difference as the independent variable in a cross-sectional study and (2) to evaluate reversibility of interhemispheric synchrony in association with hearing in noise performance by amplifying the aidable poorer ear in a repeated measures, longitudinal study. DESIGN: The cross-sectional and longitudinal cohorts were comprised of 49 subjects (AHL; N = 21; 11 male, 10 female; mean age = 48 years) and NH (N = 28; 16 male, 12 female; mean age = 45 years). The maximum interaural threshold difference of the two cohorts spanned from 0 to 65 dB. Magnetoencephalography analyses focused on latency of the M100 peak response from auditory cortex in both hemispheres between 50 msec and 150 msec following monaural tonal stimulation at the frequency (0.5, 1, 2, 3, or 4 kHz) corresponding to the maximum and minimum interaural threshold difference for better and poorer ears separately. The longitudinal AHL cohort was drawn from three subjects in the cross-sectional AHL cohort (all male; ages 49 to 60 years; varied AHL etiologies; no amplification for at least 2 years). All longitudinal study subjects were treated by monaural amplification of the poorer ear and underwent repeated measures examination of the M100 response latency and quick speech in noise hearing in noise performance at baseline, and postamplification months 3, 6, and 12. RESULTS: The M100 response peak latency values in the ipsilateral hemisphere lagged those in the contralateral hemisphere for all stimulation conditions. The mean (SD) interhemispheric latency difference values (ipsilateral less contralateral) to better ear stimulation for three categories of maximum interaural threshold difference were as follows: NH (≤ 10 dB)-8.6 (3.0) msec; AHL (15 to 40 dB)-3.0 (1.2) msec; AHL (≥ 45 dB)-1.4 (1.3) msec. In turn, the magnitude of difference values were used to define interhemispheric temporal organization states of asynchrony, mixed asynchrony and synchrony, and synchrony, respectively. Amplification of the poorer ear in longitudinal subjects drove interhemispheric organization change from baseline synchrony to postamplification asynchrony and hearing in noise performance improvement in those with baseline impairment over a 12-month period. CONCLUSIONS: Interhemispheric temporal organization in AHL was anchored between states of asynchrony in NH and synchrony in single-sided deafness. For asymmetry magnitudes between 15 and 40 dB, the intermediate mixed state of asynchrony and synchrony was continuous and reversible. Amplification of the poorer ear in AHL improved hearing in noise performance and restored normal temporal organization of auditory cortices in the two hemispheres. The return to normal interhemispheric asynchrony from baseline synchrony and improvement in hearing following monoaural amplification of the poorer ear evolved progressively over a 12-month period.


Subject(s)
Auditory Cortex , Hearing Loss , Adult , Auditory Threshold , Cortical Synchronization , Cross-Sectional Studies , Female , Humans , Longitudinal Studies , Male , Middle Aged
3.
J Neurosci ; 39(37): 7321-7331, 2019 09 11.
Article in English | MEDLINE | ID: mdl-31270155

ABSTRACT

Sensorimotor deficits are prevalent in many neurodevelopmental disorders like autism, including one of its common genetic etiologies, a 600 kb reciprocal deletion/duplication at 16p11.2. We have previously shown that copy number variations of 16p11.2 impact regional brain volume, white matter integrity, and early sensory responses in auditory cortex. Here, we test the hypothesis that abnormal cortical neurophysiology is present when genes in the 16p11.2 region are haploinsufficient, and in humans that this in turn may account for behavioral deficits specific to deletion carriers. We examine sensorimotor cortical network activity in males and females with 16p11.2 deletions compared with both typically developing individuals, and those with duplications of 16p11.2, using magnetoencephalographic imaging during preparation of overt speech or hand movements in tasks designed to be easy for all participants. In deletion carriers, modulation of beta oscillations (12-30 Hz) were increased during both movement types over effector-specific regions of motor cortices compared with typically developing individuals or duplication carriers, with no task-related performance differences between cohorts, even when corrected for their own cognitive and sensorimotor deficits. Reduced left hemispheric language specialization was observed in deletion carriers but not in duplication carriers. Neural activity over sensorimotor cortices in deletion carriers was linearly related to clinical measures of speech and motor impairment. These findings link insufficient copy number repeats at 16p11.2 to excessive neural activity (e.g., increased beta oscillations) in motor cortical networks for speech and hand motor control. These results have significant implications for understanding the neural basis of autism and related neurodevelopmental disorders.SIGNIFICANCE STATEMENT The recurrent ∼600 kb deletion at 16p11.2 (BP4-BP5) is one of the most common genetic etiologies of ASD and, more generally, of neurodevelopmental disorders. Here, we use high-resolution magnetoencephalographic imaging (MEG-I) to define with millisecond precision the underlying neurophysiological signature of motor impairments for individuals with 16p11.2 deletions. We identify significant increases in beta (12-30 Hz) suppression in sensorimotor cortices related to performance during speech and hand movement tasks. These findings not only provide a neurophysiological phenotype for the clinical presentation of this genetic deletion, but also guide our understanding of how genetic variation encodes for neural oscillatory dynamics.


Subject(s)
Anticipation, Psychological/physiology , Autistic Disorder/genetics , Autistic Disorder/physiopathology , Chromosome Disorders/genetics , Chromosome Disorders/physiopathology , Gene Deletion , Heterozygote , Intellectual Disability/genetics , Intellectual Disability/physiopathology , Sensorimotor Cortex/physiopathology , Adolescent , Adult , Autistic Disorder/psychology , Child , Chromosome Deletion , Chromosome Disorders/psychology , Chromosomes, Human, Pair 16/genetics , Female , Humans , Intellectual Disability/psychology , Magnetoencephalography/methods , Male , Middle Aged
4.
J Neurosci ; 36(16): 4522-33, 2016 Apr 20.
Article in English | MEDLINE | ID: mdl-27098695

ABSTRACT

The development of hemispheric lateralization for language is poorly understood. In one hypothesis, early asymmetric gene expression assigns language to the left hemisphere. In an alternate view, language is represented a priori in both hemispheres and lateralization emerges via cross-hemispheric communication through the corpus callosum. To address this second hypothesis, we capitalized on the high temporal and spatial resolution of magnetoencephalographic imaging to measure cortical activity during language processing, speech preparation, and speech execution in 25 participants with agenesis of the corpus callosum (AgCC) and 21 matched neurotypical individuals. In contrast to strongly lateralized left hemisphere activations for language in neurotypical controls, participants with complete or partial AgCC exhibited bilateral hemispheric activations in both auditory or visually driven language tasks, with complete AgCC participants showing significantly more right hemisphere activations than controls or than individuals with partial AgCC. In AgCC individuals, language laterality positively correlated with verbal IQ. These findings suggest that the corpus callosum helps to drive language lateralization. SIGNIFICANCE STATEMENT: The role that corpus callosum development has on the hemispheric specialization of language is poorly understood. Here, we used magnetoencephalographic imaging during linguistic tests (verb generation, picture naming) to test for hemispheric dominance in patients with agenesis of the corpus callosum (AgCC) and found reduced laterality (i.e., greater likelihood of bilaterality or right hemisphere dominance) in this cohort compared with controls, especially in patients with complete agenesis. Laterality was positively correlated with behavioral measures of verbal intelligence. These findings provide support for the hypothesis that the callosum aids in functional specialization throughout neural development and that the loss of this mechanism correlates with impairments in verbal performance.


Subject(s)
Agenesis of Corpus Callosum/physiopathology , Corpus Callosum/physiology , Functional Laterality/physiology , Language , Speech/physiology , Acoustic Stimulation/methods , Adolescent , Adult , Agenesis of Corpus Callosum/diagnosis , Cohort Studies , Female , Humans , Magnetoencephalography/methods , Male , Middle Aged , Psychomotor Performance/physiology , Young Adult
5.
Brain ; 138(Pt 8): 2249-62, 2015 Aug.
Article in English | MEDLINE | ID: mdl-25981965

ABSTRACT

Intractable focal epilepsy is a devastating disorder with profound effects on cognition and quality of life. Epilepsy surgery can lead to seizure freedom in patients with focal epilepsy; however, sometimes it fails due to an incomplete delineation of the epileptogenic zone. Brain networks in epilepsy can be studied with resting-state functional connectivity analysis, yet previous investigations using functional magnetic resonance imaging or electrocorticography have produced inconsistent results. Magnetoencephalography allows non-invasive whole-brain recordings, and can be used to study both long-range network disturbances in focal epilepsy and regional connectivity at the epileptogenic zone. In magnetoencephalography recordings from presurgical epilepsy patients, we examined: (i) global functional connectivity maps in patients versus controls; and (ii) regional functional connectivity maps at the region of resection, compared to the homotopic non-epileptogenic region in the contralateral hemisphere. Sixty-one patients were studied, including 30 with mesial temporal lobe epilepsy and 31 with focal neocortical epilepsy. Compared with a group of 31 controls, patients with epilepsy had decreased resting-state functional connectivity in widespread regions, including perisylvian, posterior temporo-parietal, and orbitofrontal cortices (P < 0.01, t-test). Decreased mean global connectivity was related to longer duration of epilepsy and higher frequency of consciousness-impairing seizures (P < 0.01, linear regression). Furthermore, patients with increased regional connectivity within the resection site (n = 24) were more likely to achieve seizure postoperative seizure freedom (87.5% with Engel I outcome) than those with neutral (n = 15, 64.3% seizure free) or decreased (n = 23, 47.8% seizure free) regional connectivity (P < 0.02, chi-square). Widespread global decreases in functional connectivity are observed in patients with focal epilepsy, and may reflect deleterious long-term effects of recurrent seizures. Furthermore, enhanced regional functional connectivity at the area of resection may help predict seizure outcome and aid surgical planning.


Subject(s)
Brain Mapping , Cerebral Cortex/physiopathology , Epilepsies, Partial/therapy , Adult , Brain Mapping/methods , Electrodes, Implanted , Epilepsies, Partial/physiopathology , Female , Humans , Magnetic Resonance Imaging/methods , Magnetoencephalography/methods , Male , Treatment Outcome
6.
Neuroimage ; 82: 260-72, 2013 Nov 15.
Article in English | MEDLINE | ID: mdl-23702420

ABSTRACT

OBJECTIVE: Lesion-based mapping of speech pathways has been possible only during invasive neurosurgical procedures using direct cortical stimulation (DCS). However, navigated transcranial magnetic stimulation (nTMS) may allow for lesion-based interrogation of language pathways noninvasively. Although not lesion-based, magnetoencephalographic imaging (MEGI) is another noninvasive modality for language mapping. In this study, we compare the accuracy of nTMS and MEGI with DCS. METHODS: Subjects with lesions around cortical language areas underwent preoperative nTMS and MEGI for language mapping. nTMS maps were generated using a repetitive TMS protocol to deliver trains of stimulations during a picture naming task. MEGI activation maps were derived from adaptive spatial filtering of beta-band power decreases prior to overt speech during picture naming and verb generation tasks. The subjects subsequently underwent awake language mapping via intraoperative DCS. The language maps obtained from each of the 3 modalities were recorded and compared. RESULTS: nTMS and MEGI were performed on 12 subjects. nTMS yielded 21 positive language disruption sites (11 speech arrest, 5 anomia, and 5 other) while DCS yielded 10 positive sites (2 speech arrest, 5 anomia, and 3 other). MEGI isolated 32 sites of peak activation with language tasks. Positive language sites were most commonly found in the pars opercularis for all three modalities. In 9 instances the positive DCS site corresponded to a positive nTMS site, while in 1 instance it did not. In 4 instances, a positive nTMS site corresponded to a negative DCS site, while 169 instances of negative nTMS and DCS were recorded. The sensitivity of nTMS was therefore 90%, specificity was 98%, the positive predictive value was 69% and the negative predictive value was 99% as compared with intraoperative DCS. MEGI language sites for verb generation and object naming correlated with nTMS sites in 5 subjects, and with DCS sites in 2 subjects. CONCLUSION: Maps of language function generated with nTMS correlate well with those generated by DCS. Negative nTMS mapping also correlates with negative DCS mapping. In our study, MEGI lacks the same level of correlation with intraoperative mapping; nevertheless it provides useful adjunct information in some cases. nTMS may offer a lesion-based method for noninvasively interrogating language pathways and be valuable in managing patients with peri-eloquent lesions.


Subject(s)
Brain Mapping/methods , Neural Pathways/physiopathology , Speech/physiology , Transcranial Magnetic Stimulation/methods , Adult , Aged , Brain Neoplasms/complications , Cerebral Cortex/physiopathology , Female , Humans , Language , Magnetic Resonance Imaging , Magnetoencephalography , Male , Middle Aged , Signal Processing, Computer-Assisted , Speech Disorders/etiology , Speech Disorders/physiopathology , Young Adult
7.
Ann Neurol ; 71(5): 668-86, 2012 May.
Article in English | MEDLINE | ID: mdl-22522481

ABSTRACT

OBJECTIVE: The goal of the current study was to examine the dynamics of language lateralization using magnetoencephalographic (MEG) imaging, to determine the sensitivity and specificity of MEG imaging, and to determine whether MEG imaging can become a viable alternative to the intracarotid amobarbital procedure (IAP), the current gold standard for preoperative language lateralization in neurosurgical candidates. METHODS: MEG was recorded during an auditory verb generation task and imaging analysis of oscillatory activity was initially performed in 21 subjects with epilepsy, brain tumor, or arteriovenous malformation who had undergone IAP and MEG. Time windows and brain regions of interest that best discriminated between IAP-determined left or right dominance for language were identified. Parameters derived in the retrospective analysis were applied to a prospective cohort of 14 patients and healthy controls. RESULTS: Power decreases in the beta frequency band were consistently observed following auditory stimulation in inferior frontal, superior temporal, and parietal cortices; similar power decreases were also seen in inferior frontal cortex prior to and during overt verb generation. Language lateralization was clearly observed to be a dynamic process that is bilateral for several hundred milliseconds during periods of auditory perception and overt speech production. Correlation with the IAP was seen in 13 of 14 (93%) prospective patients, with the test demonstrating a sensitivity of 100% and specificity of 92%. INTERPRETATION: Our results demonstrate excellent correlation between MEG imaging findings and the IAP for language lateralization, and provide new insights into the spatiotemporal dynamics of cortical speech processing.


Subject(s)
Brain Mapping/methods , Dominance, Cerebral/physiology , Magnetoencephalography/methods , Neuroimaging/methods , Adolescent , Adult , Brain Neoplasms/surgery , Epilepsy/surgery , Female , Humans , Language , Male , Middle Aged , Sensitivity and Specificity , Signal Processing, Computer-Assisted , Young Adult
8.
Ann Neurol ; 69(3): 521-32, 2011 Mar.
Article in English | MEDLINE | ID: mdl-21400562

ABSTRACT

OBJECTIVE: Resection of brain tumors adjacent to eloquent areas represents a challenge in neurosurgery. If maximal resection is desired without inducing postoperative neurological deficits, a detailed knowledge of the functional topography in and around the tumor is crucial. The aim of the present work is to evaluate the value of preoperative magnetoencephalography (MEG) imaging of functional connectivity to predict the results of intraoperative electrical stimulation (IES) mapping, the clinical gold standard for neurosurgical localization of functional areas. METHODS: Resting-state whole-cortex MEG recordings were obtained from 57 consecutive subjects with focal brain tumors near or within motor, sensory, or language areas. Neural activity was estimated using adaptive spatial filtering algorithms, and the mean imaginary coherence between the rest of the brain and voxels in and around brain tumors were compared to the mean imaginary coherence between the rest of the brain and contralesional voxels as an index of functional connectivity. IES mapping was performed in all subjects. The cortical connectivity pattern near the tumor was compared to the IES results. RESULTS: Maps with decreased resting-state functional connectivity in the entire tumor area had a negative predictive value of 100% for absence of eloquent cortex during IES. Maps showing increased resting-state functional connectivity within the tumor area had a positive predictive value of 64% for finding language, motor, or sensory cortical sites during IES mapping. INTERPRETATION: Preoperative resting state MEG connectivity analysis is a useful noninvasive tool to evaluate the functionality of the tissue surrounding tumors within eloquent areas, and could potentially contribute to surgical planning and patient counseling.


Subject(s)
Brain Neoplasms/physiopathology , Cerebral Cortex/physiopathology , Glioma/physiopathology , Nerve Net/physiopathology , Adult , Aged , Brain Mapping , Brain Neoplasms/pathology , Cerebral Cortex/pathology , Electric Stimulation , Female , Glioma/pathology , Humans , Image Processing, Computer-Assisted , Magnetic Resonance Imaging , Magnetoencephalography , Male , Middle Aged , Nerve Net/pathology , Preoperative Period , Statistics, Nonparametric
9.
Brain Commun ; 4(3): fcac104, 2022.
Article in English | MEDLINE | ID: mdl-35611310

ABSTRACT

Responsive neurostimulation is a promising treatment for drug-resistant focal epilepsy; however, clinical outcomes are highly variable across individuals. The therapeutic mechanism of responsive neurostimulation likely involves modulatory effects on brain networks; however, with no known biomarkers that predict clinical response, patient selection remains empiric. This study aimed to determine whether functional brain connectivity measured non-invasively prior to device implantation predicts clinical response to responsive neurostimulation therapy. Resting-state magnetoencephalography was obtained in 31 participants with subsequent responsive neurostimulation device implantation between 15 August 2014 and 1 October 2020. Functional connectivity was computed across multiple spatial scales (global, hemispheric, and lobar) using pre-implantation magnetoencephalography and normalized to maps of healthy controls. Normalized functional connectivity was investigated as a predictor of clinical response, defined as percent change in self-reported seizure frequency in the most recent year of clinic visits relative to pre-responsive neurostimulation baseline. Area under the receiver operating characteristic curve quantified the performance of functional connectivity in predicting responders (≥50% reduction in seizure frequency) and non-responders (<50%). Leave-one-out cross-validation was furthermore performed to characterize model performance. The relationship between seizure frequency reduction and frequency-specific functional connectivity was further assessed as a continuous measure. Across participants, stimulation was enabled for a median duration of 52.2 (interquartile range, 27.0-62.3) months. Demographics, seizure characteristics, and responsive neurostimulation lead configurations were matched across 22 responders and 9 non-responders. Global functional connectivity in the alpha and beta bands were lower in non-responders as compared with responders (alpha, pfdr < 0.001; beta, pfdr < 0.001). The classification of responsive neurostimulation outcome was improved by combining feature inputs; the best model incorporated four features (i.e. mean and dispersion of alpha and beta bands) and yielded an area under the receiver operating characteristic curve of 0.970 (0.919-1.00). The leave-one-out cross-validation analysis of this four-feature model yielded a sensitivity of 86.3%, specificity of 77.8%, positive predictive value of 90.5%, and negative predictive value of 70%. Global functional connectivity in alpha band correlated with seizure frequency reduction (alpha, P = 0.010). Global functional connectivity predicted responder status more strongly, as compared with hemispheric predictors. Lobar functional connectivity was not a predictor. These findings suggest that non-invasive functional connectivity may be a candidate personalized biomarker that has the potential to predict responsive neurostimulation effectiveness and to identify patients most likely to benefit from responsive neurostimulation therapy. Follow-up large-cohort, prospective studies are required to validate this biomarker. These findings furthermore support an emerging view that the therapeutic mechanism of responsive neurostimulation involves network-level effects in the brain.

10.
Front Hum Neurosci ; 15: 642819, 2021.
Article in English | MEDLINE | ID: mdl-34093150

ABSTRACT

Magnetoencephalography (MEG) is increasingly used for presurgical planning in people with medically refractory focal epilepsy. Localization of interictal epileptiform activity, a surrogate for the seizure onset zone whose removal may prevent seizures, is challenging and depends on the use of multiple complementary techniques. Accurate and reliable localization of epileptiform activity from spontaneous MEG data has been an elusive goal. One approach toward this goal is to use a novel Bayesian inference algorithm-the Champagne algorithm with noise learning-which has shown tremendous success in source reconstruction, especially for focal brain sources. In this study, we localized sources of manually identified MEG spikes using the Champagne algorithm in a cohort of 16 patients with medically refractory epilepsy collected in two consecutive series. To evaluate the reliability of this approach, we compared the performance to equivalent current dipole (ECD) modeling, a conventional source localization technique that is commonly used in clinical practice. Results suggest that Champagne may be a robust, automated, alternative to manual parametric dipole fitting methods for localization of interictal MEG spikes, in addition to its previously described clinical and research applications.

11.
J Neurosurg ; 134(3): 1102-1112, 2020 Apr 03.
Article in English | MEDLINE | ID: mdl-32244221

ABSTRACT

OBJECTIVE: Gliomas are intrinsic brain tumors with the hallmark of diffuse white matter infiltration, resulting in short- and long-range network dysfunction. Preoperative magnetoencephalography (MEG) can assist in maximizing the extent of resection while minimizing morbidity. While MEG has been validated in motor mapping, its role in speech mapping remains less well studied. The authors assessed how the resection of intraoperative electrical stimulation (IES)-negative, high functional connectivity (HFC) network sites, as identified by MEG, impacts language performance. METHODS: Resting-state, whole-brain MEG recordings were obtained from 26 patients who underwent perioperative language evaluation and glioma resection that was guided by awake language and IES mapping. The functional connectivity of an individual voxel was determined by the imaginary coherence between the index voxel and the rest of the brain, referenced to its contralesional pair. The percentage of resected HFC voxels was correlated with postoperative language outcomes in tasks of increasing complexity: text reading, 4-syllable repetition, picture naming, syntax (SYN), and auditory stimulus naming (AN). RESULTS: Overall, 70% of patients (14/20) in whom any HFC tissue was resected developed an early postoperative language deficit (mean 2.3 days, range 1-8 days), compared to 33% of patients (2/6) in whom no HFC tissue was resected (p = 0.16). When bifurcated by the amount of HFC tissue that was resected, 100% of patients (3/3) with an HFC resection > 25% displayed deficits in AN, compared to 30% of patients (6/20) with an HFC resection < 25% (p = 0.04). Furthermore, there was a linear correlation between the severity of AN and SYN decline with percentage of HFC sites resected (p = 0.02 and p = 0.04, respectively). By 2.2 months postoperatively (range 1-6 months), the correlation between HFC resection and both AN and SYN decline had resolved (p = 0.94 and p = 1.00, respectively) in all patients (9/9) except two who experienced early postoperative tumor progression or stroke involving inferior frontooccipital fasciculus. CONCLUSIONS: Imaginary coherence measures of functional connectivity using MEG are able to identify HFC network sites within and around low- and high-grade gliomas. Removal of IES-negative HFC sites results in early transient postoperative decline in AN and SYN, which resolved by 3 months in all patients without stroke or early tumor progression. Measures of functional connectivity may therefore be a useful means of counseling patients about postoperative risk and assist with preoperative surgical planning.


Subject(s)
Brain Neoplasms/psychology , Brain Neoplasms/surgery , Glioma/psychology , Glioma/surgery , Language , Neural Pathways/surgery , Neurosurgical Procedures/methods , Adult , Aged , Aged, 80 and over , Brain Mapping , Brain Neoplasms/diagnostic imaging , Electric Stimulation , Female , Glioma/diagnostic imaging , Humans , Language Tests , Magnetic Resonance Imaging , Magnetoencephalography , Male , Middle Aged , Neural Pathways/diagnostic imaging , Psychomotor Performance , Registries , Speech , Treatment Outcome , Young Adult
12.
Ann Neurol ; 63(2): 193-203, 2008 Feb.
Article in English | MEDLINE | ID: mdl-17894381

ABSTRACT

OBJECTIVE: The spatial distribution of functional connectivity between brain areas and the disturbance introduced by focal brain lesions are poorly understood. Based on the rationale that damaged brain tissue is disconnected from the physiological interactions among healthy areas, this study aimed to map the functionality of brain areas according to their connectivity with other areas. METHODS: Magnetoencephalography recordings of spontaneous cortical activity during resting state were obtained from 15 consecutive patients with focal brain lesions and from 14 healthy control subjects. Neural activity in the brain was estimated using an adaptive spatial filtering technique. The mean imaginary coherence between brain voxels was then calculated as an index of functional connectivity. RESULTS: Imaginary coherence was greatest in the alpha frequency range corresponding to the human cortical idling rhythm. In healthy subjects, functionally critical brain areas such as the somatosensory and language cortices had the highest alpha coherence. When compared with healthy control subjects, all lesion patients had diffuse or scattered brain areas with decreased alpha coherence. Patients with lesion-induced neurological deficits displayed decreased connectivity estimates in the corresponding brain area compared with intact contralateral regions. In tumor patients without preoperative neurological deficits, brain areas showing decreased coherence could be surgically resected without the occurrence of postoperative deficits. INTERPRETATION: Resting state coherence measured with magnetoencephalography is capable of mapping the functional connectivity of the brain, and can therefore offer valuable information for use in planning resective surgeries in patients with brain lesions, as well as investigations into structural-functional relationships in healthy subjects.


Subject(s)
Brain Mapping/methods , Brain Neoplasms/diagnosis , Brain Neoplasms/physiopathology , Cerebral Cortex/physiopathology , Magnetoencephalography/methods , Neural Pathways/physiopathology , Adult , Aged , Algorithms , Brain Neoplasms/pathology , Cerebral Cortex/pathology , Evoked Potentials/physiology , Female , Functional Laterality/physiology , Humans , Image Processing, Computer-Assisted/methods , Male , Middle Aged , Neural Pathways/pathology , Neurosurgical Procedures/standards , Predictive Value of Tests , Preoperative Care/methods , Retrospective Studies
13.
Sci Rep ; 9(1): 19552, 2019 12 20.
Article in English | MEDLINE | ID: mdl-31863033

ABSTRACT

Subjective tinnitus is an auditory phantom perceptual disorder without an objective biomarker. Bothersome tinnitus in single-sided deafness (SSD) is particularly challenging to treat because the deaf ear can no longer be stimulated by acoustic means. We contrasted an SSD cohort with bothersome tinnitus (TIN; N = 15) against an SSD cohort with no or non-bothersome tinnitus (NO TIN; N = 15) using resting-state functional magnetic resonance imaging (fMRI). All study participants had normal hearing in one ear and severe or profound hearing loss in the other. We evaluated corticostriatal functional connectivity differences by placing seeds in the caudate nucleus and Heschl's Gyrus (HG) of both hemispheres. The TIN cohort showed increased functional connectivity between the left caudate and left HG, and left and right HG and the left caudate. Within the TIN cohort, functional connectivity between the right caudate and cuneus was correlated with the Tinnitus Functional Index (TFI) relaxation subscale. And, functional connectivity between the right caudate and superior lateral occipital cortex, and the right caudate and anterior supramarginal gyrus were correlated with the TFI control subscale. These findings support a striatal gating model of tinnitus and suggest tinnitus biomarkers to monitor treatment response and to target specific brain areas for innovative neuromodulation therapies.


Subject(s)
Deafness/physiopathology , Tinnitus/physiopathology , Adult , Auditory Cortex/physiopathology , Brain Mapping/methods , Deafness/diagnostic imaging , Female , Humans , Magnetic Resonance Imaging , Male , Middle Aged , Tinnitus/diagnostic imaging
14.
Laryngoscope ; 126(12): 2785-2791, 2016 12.
Article in English | MEDLINE | ID: mdl-26951886

ABSTRACT

OBJECTIVES/HYPOTHESIS: To evaluate spatial plasticity of the auditory cortex in single-sided deafness (SSD). STUDY DESIGN: Cross-sectional study comparing a cohort with adult-onset, idiopathic SSD to a cohort with normal hearing. METHODS: Demographic, audiometric, magnetoencephalographic imaging, and magnetic resonance imaging data were collected for 13 SSD adult subjects and 13 normal-hearing controls. Locations of peak activation corresponding to the M100 response in auditory cortices ipsilateral and contralateral to tonal stimuli (0.5 kHz and 4 kHz) were extracted from advanced biomagnetic source imaging analyses. Spatial extent of frequency representation across the 0.5 kHz to 4 kHz zone was computed for the two hemispheres. RESULTS: Spatial separation distance between peak locations for 0.5 kHz and 4 kHz stimuli in SSD showed increased activation spread distance in the hemisphere contralateral to the only hearing ear and decreased distance in the ipsilateral hemisphere. In contrast, normal hearing controls had nearly the same activation spread distance in the two hemispheres for ipsilateral and contralateral inputs. The difference between interhemispheric activation spread distance in SSD is significantly increased to 6.5 mm, when compared to 1.7 mm in normal controls (P < .05). CONCLUSIONS: Loss of unilateral peripheral input in SSD is associated with spatial reorganization of the auditory cortex in both hemispheres. This change in central auditory functional organization may in turn lead to higher order hearing deficits that rely on interhemispheric processing. Hearing optimization in the only hearing ear may require remediation of both spatial and temporal central auditory changes in SSD. LEVEL OF EVIDENCE: NA Laryngoscope, 126:2785-2791, 2016.


Subject(s)
Auditory Cortex/physiopathology , Deafness/physiopathology , Adult , Audiometry , Auditory Cortex/physiology , Case-Control Studies , Cochlear Implants , Cross-Sectional Studies , Humans
16.
Otol Neurotol ; 36(8): 1443-9, 2015 Sep.
Article in English | MEDLINE | ID: mdl-26196207

ABSTRACT

HYPOTHESIS: To refine and extend the knowledge on cortical plasticity in single-sided deafness (SSD) by assessing magnetoencephalographic imaging in a well-defined group of subjects. BACKGROUND: SSD causes difficulties with directional hearing, signal extraction in noise, and multispeaker identification and separation. In SSD, the ipsilateral auditory cortex is never powerfully driven by sound, which may lead to plastic change and contribute to higher-order psychoacoustic dysfunction beyond loss of a peripheral sound sensor. STUDY DESIGN: A cross-sectional study on 12 subjects with long-term, adult-onset, nontraumatic SSD and 12 normal-hearing controls was conducted using magnetoencephalographic imaging, magnetic resonance imaging, and validated hearing instruments. Pure-tone stimuli at five frequencies were presented to each hearing ear individually. M100 activation peak times of the ipsilateral and contralateral auditory cortices were analyzed. RESULTS: Controls showed an M100 interhemispheric mean latency difference of 6.6 milliseconds. In contrast, subjects with SSD exhibited a mean of 1.7 milliseconds. This loss of interhemispheric latency difference was statistically significant (p < 0.05, analysis of variance with repeated measures). SSD subjects confirmed degraded hearing function on both Hearing Handicap Inventory for Adults (p < 0.001) and Speech, Spatial, and Qualities of Hearing Scale instruments (p < 0.001). CONCLUSION: SSD disrupts M100 latency difference between the two hemispheres to sound stimulation. This finding may represent maladaptive temporal cortical plasticity because of loss of a peripheral sensor. Based on this premise, a new generation of neurophysiologically inspired auditory treatments to correct or mitigate central consequences of SSD may be considered to optimize hearing in individuals with only one functional ear.


Subject(s)
Auditory Cortex/physiopathology , Deafness/physiopathology , Hearing Loss, Unilateral/physiopathology , Neuronal Plasticity/physiology , Adult , Aged , Case-Control Studies , Cross-Sectional Studies , Female , Functional Laterality , Functional Neuroimaging , Hearing Tests/methods , Humans , Magnetic Resonance Imaging , Magnetoencephalography , Male , Middle Aged , Noise , Speech Perception/physiology , Temporal Lobe/physiopathology , Young Adult
17.
J Neurosurg ; 118(6): 1306-16, 2013 Jun.
Article in English | MEDLINE | ID: mdl-23600939

ABSTRACT

OBJECT: Traumatic brain injury (TBI) is one of the leading causes of morbidity worldwide. One mechanism by which blunt head trauma may disrupt normal cognition and behavior is through alteration of functional connectivity between brain regions. In this pilot study, the authors applied a rapid automated resting state magnetoencephalography (MEG) imaging technique suitable for routine clinical use to test the hypothesis that there is decreased functional connectivity in patients with TBI compared with matched controls, even in cases of mild TBI. Furthermore, they posit that these abnormal reductions in MEG functional connectivity can be detected even in TBI patients without specific evidence of traumatic lesions on 3-T MR images. Finally, they hypothesize that the reductions of functional connectivity can improve over time across serial MEG scans during recovery from TBI. METHODS: Magnetoencephalography maps of functional connectivity in the alpha (8- to 12-Hz) band from 21 patients who sustained a TBI were compared with those from 18 age- and sex-matched controls. Regions of altered functional connectivity in each patient were detected in automated fashion through atlas-based registration to the control database. The extent of reduced functional connectivity in the patient group was tested for correlations with clinical characteristics of the injury as well as with findings on 3-T MRI. Finally, the authors compared initial connectivity maps with 2-year follow-up functional connectivity in a subgroup of 5 patients with TBI. RESULTS: Fourteen male and 7 female patients (17-53 years old, median 29 years) were enrolled. By Glasgow Coma Scale (GCS) criteria, 11 patients had mild, 1 had moderate, and 3 had severe TBI, and 6 had no GCS score recorded. On 3-T MRI, 16 patients had abnormal findings attributable to the trauma and 5 had findings in the normal range. As a group, the patients with TBI had significantly lower functional connectivity than controls (p < 0.01). Three of the 5 patients with normal findings on 3-T MRI showed regions of abnormally reduced MEG functional connectivity. No significant correlations were seen between extent of functional disconnection and injury severity or posttraumatic symptoms (p > 0.05). In the subgroup undergoing 2-year follow-up, the second MEG scan demonstrated a significantly lower percentage of voxels with decreased connectivity (p < 0.05) than the initial MEG scan. CONCLUSIONS: A rapid automated resting-state MEG imaging technique demonstrates abnormally decreased functional connectivity that may persist for years after TBI, including cases classified as "mild" by GCS criteria. Disrupted MEG connectivity can be detected even in some patients with normal findings on 3-T MRI. Analysis of follow-up MEG scans in a subgroup of patients shows that, over time, the abnormally reduced connectivity can improve, suggesting neuroplasticity during the recovery from TBI. Resting state MEG deserves further investigation as a prognostic and predictive biomarker for TBI.


Subject(s)
Brain Injuries/diagnosis , Brain Injuries/physiopathology , Brain/physiopathology , Magnetoencephalography , Recovery of Function/physiology , Rest/physiology , Accidents , Adolescent , Adult , Brain/pathology , Brain Injuries/pathology , Case-Control Studies , Female , Follow-Up Studies , Glasgow Coma Scale , Humans , Magnetic Resonance Imaging , Male , Middle Aged , Neuronal Plasticity/physiology , Pilot Projects , Predictive Value of Tests , Prognosis , Young Adult
18.
Exp Neurol ; 237(1): 160-9, 2012 Sep.
Article in English | MEDLINE | ID: mdl-22750324

ABSTRACT

After cerebral ischemia, disruption and subsequent reorganization of functional connections occur both locally and remote to the lesion. However, the unpredictable timing and extent of sensorimotor recovery reflects a gap in understanding of these underlying neural mechanisms. We aimed to identify the plasticity of alpha-band functional neural connections within the perilesional area and the predictive value of functional connectivity with respect to motor recovery of the upper extremity after stroke. Our results show improvements in upper extremity motor recovery in relation to distributed changes in MEG-based alpha band functional connectivity, both in the perilesional area and contralesional cortex. Motor recovery was found to be predicted by increased connectivity at baseline in the ipsilesional somatosensory area, supplementary motor area, and cerebellum, contrasted with reduced connectivity of contralesional motor regions, after controlling for age, stroke onset-time and lesion size. These findings support plasticity within a widely distributed neural network and define brain regions in which the extent of network participation predicts post-stroke recovery potential.


Subject(s)
Alpha Rhythm/physiology , Magnetoencephalography/methods , Recovery of Function/physiology , Resting Phase, Cell Cycle/physiology , Stroke/physiopathology , Adult , Aged , Female , Hand/physiology , Humans , Male , Middle Aged , Motor Cortex/pathology , Motor Cortex/physiology , Predictive Value of Tests , Spinal Cord/pathology , Spinal Cord/physiology , Stroke/pathology
19.
J Neurosurg ; 117(2): 354-62, 2012 Aug.
Article in English | MEDLINE | ID: mdl-22702484

ABSTRACT

OBJECT: Direct cortical stimulation (DCS) is the gold-standard technique for motor mapping during craniotomy. However, preoperative noninvasive motor mapping is becoming increasingly accurate. Two such noninvasive modalities are navigated transcranial magnetic stimulation (TMS) and magnetoencephalography (MEG) imaging. While MEG imaging has already been extensively validated as an accurate modality of noninvasive motor mapping, TMS is less well studied. In this study, the authors compared the accuracy of TMS to both DCS and MEG imaging. METHODS: Patients with tumors in proximity to primary motor cortex underwent preoperative TMS and MEG imaging for motor mapping. The patients subsequently underwent motor mapping via intraoperative DCS. The loci of maximal response were recorded from each modality and compared. Motor strength was assessed at 3 months postoperatively. RESULTS: Transcranial magnetic stimulation and MEG imaging were performed on 24 patients. Intraoperative DCS yielded 8 positive motor sites in 5 patients. The median distance ± SEM between TMS and DCS motor sites was 2.13 ± 0.29 mm, and between TMS and MEG imaging motor sites was 4.71 ± 1.08 mm. In no patients did DCS motor mapping reveal a motor site that was unrecognized by TMS. Three of 24 patients developed new, early neurological deficit in the form of upper-extremity paresis. At the 3-month follow-up evaluation, 2 of these patients were significantly improved, experiencing difficulty only with fine motor tasks; the remaining patient had improvement to 4/5 strength. There were no deaths over the course of the study. CONCLUSIONS: Maps of the motor system generated with TMS correlate well with those generated by both MEG imaging and DCS. Negative TMS mapping also correlates with negative DCS mapping. Navigated TMS is an accurate modality for noninvasively generating preoperative motor maps.


Subject(s)
Brain Mapping/methods , Brain Neoplasms/physiopathology , Brain Neoplasms/surgery , Cerebral Cortex/physiopathology , Cerebral Cortex/surgery , Craniotomy , Magnetoencephalography , Motor Cortex/physiopathology , Motor Cortex/surgery , Paresis/diagnosis , Paresis/physiopathology , Postoperative Complications/diagnosis , Postoperative Complications/physiopathology , Preoperative Care/methods , Signal Processing, Computer-Assisted , Somatosensory Cortex/physiopathology , Somatosensory Cortex/surgery , Transcranial Magnetic Stimulation , Adult , Aged , Cortical Synchronization/physiology , Dominance, Cerebral/physiology , Electric Stimulation , Female , Humans , Male , Middle Aged , Motor Skills/physiology , Prospective Studies , Software , Young Adult
20.
PLoS One ; 7(8): e39804, 2012.
Article in English | MEDLINE | ID: mdl-22870191

ABSTRACT

The corpus callosum is hypothesized to play a fundamental role in integrating information and mediating complex behaviors. Here, we demonstrate that lack of normal callosal development can lead to deficits in functional connectivity that are related to impairments in specific cognitive domains. We examined resting-state functional connectivity in individuals with agenesis of the corpus callosum (AgCC) and matched controls using magnetoencephalographic imaging (MEG-I) of coherence in the alpha (8-12 Hz), beta (12-30 Hz) and gamma (30-55 Hz) bands. Global connectivity (GC) was defined as synchronization between a region and the rest of the brain. In AgCC individuals, alpha band GC was significantly reduced in the dorsolateral pre-frontal (DLPFC), posterior parietal (PPC) and parieto-occipital cortices (PO). No significant differences in GC were seen in either the beta or gamma bands. We also explored the hypothesis that, in AgCC, this regional reduction in functional connectivity is explained primarily by a specific reduction in interhemispheric connectivity. However, our data suggest that reduced connectivity in these regions is driven by faulty coupling in both inter- and intrahemispheric connectivity. We also assessed whether the degree of connectivity correlated with behavioral performance, focusing on cognitive measures known to be impaired in AgCC individuals. Neuropsychological measures of verbal processing speed were significantly correlated with resting-state functional connectivity of the left medial and superior temporal lobe in AgCC participants. Connectivity of DLPFC correlated strongly with performance on the Tower of London in the AgCC cohort. These findings indicate that the abnormal callosal development produces salient but selective (alpha band only) resting-state functional connectivity disruptions that correlate with cognitive impairment. Understanding the relationship between impoverished functional connectivity and cognition is a key step in identifying the neural mechanisms of language and executive dysfunction in common neurodevelopmental and psychiatric disorders where disruptions of callosal development are consistently identified.


Subject(s)
Auditory Perception/physiology , Beta Rhythm/physiology , Cognition/physiology , Corpus Callosum/physiology , Speech/physiology , Adolescent , Adult , Agenesis of Corpus Callosum/physiopathology , Corpus Callosum/physiopathology , Female , Humans , Magnetoencephalography/methods , Male , Middle Aged
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