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Simulating human sleep spindle MEG and EEG from ion channel and circuit level dynamics

Rosen, B Q; Krishnan, G; Sanda, P; Komarov, M; Sejnowski, T; Rulkov, N; Ulbert, I; Eross, L; Madsen, J; Devinsky, O; Doyle, W; Fabo, D; Cash, S; Bazhenov, M; Halgren, E
BACKGROUND:Although they form a unitary phenomenon, the relationship between extracranial M/EEG and transmembrane ion flows is understood only as a general principle rather than as a well-articulated and quantified causal chain. METHOD/METHODS:We present an integrated multiscale model, consisting of a neural simulation of thalamus and cortex during stage N2 sleep and a biophysical model projecting cortical current densities to M/EEG fields. Sleep spindles were generated through the interactions of local and distant network connections and intrinsic currents within thalamocortical circuits. 32,652 cortical neurons were mapped onto the cortical surface reconstructed from subjects' MRI, interconnected based on geodesic distances, and scaled-up to current dipole densities based on laminar recordings in humans. MRIs were used to generate a quasi-static electromagnetic model enabling simulated cortical activity to be projected to the M/EEG sensors. RESULTS:The simulated M/EEG spindles were similar in amplitude and topography to empirical examples in the same subjects. Simulated spindles with more core-dominant activity were more MEG weighted. COMPARISON WITH EXISTING METHODS/UNASSIGNED:Previous models lacked either spindle-generating thalamic neural dynamics or whole head biophysical modeling; the framework presented here is the first to simultaneously capture these disparate scales simultaneously. CONCLUSIONS:This multiscale model provides a platform for the principled quantitative integration of existing information relevant to the generation of sleep spindles, and allows the implications of future findings to be explored. It provides a proof of principle for a methodological framework allowing large-scale integrative brain oscillations to be understood in terms of their underlying channels and synapses.
PMID: 30300700
ISSN: 1872-678x
CID: 3334932

Reinfection by hepatitis C virus following effective all-oral direct-acting antiviral drug therapy in HIV/hepatitis C virus coinfected individuals

Berenguer, Juan; Gil-Martin, Ángela; Jarrin, Inmaculada; Montes, María L; Domínguez, Lourdes; Aldámiz-Echevarría, Teresa; Téllez, María J; Santos, Ignacio; Troya, Jesús; Losa, Juan E; Serrano, Regino; De Guzmán, María T; Calvo, María J; González-García, Juan J
OBJECTIVES:We analysed hepatitis C virus (HCV) reinfection among participants in a prospective registry of HIV/HCV-coinfected patients treated with all-oral direct-acting antiretroviral (DAA)-based therapy in the region of Madrid. DESIGN:An observational cohort study. METHODS:The study period started on the date sustained viral response (SVR) was confirmed. The censoring date was 31 December 2017. SVR was defined as negative HCV-RNA 12 weeks after completion of treatment. Reinfection was defined as a positive HCV-RNA test result after achievement of SVR. RESULTS:Reinfections were detected in 17 of 2359 HIV/HCV-coinfected patients (0.72%) overall, in 12 out of 177 (6.78%) MSM and in five out of 1459 (0.34%) people who inject drugs (PWID). The incidence of reinfection [95% confidence interval (95% CI)] per 100 person-years was 0.48 (0.30-0.77) overall, 5.93 (3.37-10.44) for MSM and 0.21 (0.09-0.52) for PWID. Reinfections were detected a median of 15 weeks (interquartile range 13-26) after SVR. In 10 (58.82%) patients, the reinfection was caused by a different HCV genotype. All 12 MSM with reinfection acknowledged unprotected anal intercourse with several partners, seven used chemsex, six reported fisting and four practiced slamming. A concomitant STI was detected in five patients. Four IDU with reinfection reported injecting drugs following SVR. CONCLUSION:HCV reinfection is a matter of concern in HIV-positive MSM treated with all-oral DAA therapy in the region of Madrid. Our data suggest that prevention strategies and frequent testing with HCV-RNA should be applied following SVR in MSM who engage in high-risk practices.
PMID: 30829744
ISSN: 1473-5571
CID: 4338732

An Update on Myoclonus Management

Stahl, Christine M; Frucht, Steven J
INTRODUCTION/BACKGROUND:Myoclonus is a hyperkinetic movement disorder characterized by sudden, brief, lightning-like involuntary jerks. There are many possible causes of myoclonus and both the etiology and characteristics of the myoclonus are important in securing the diagnosis and treatment. Myoclonus may be challenging to treat, as it frequently requires multiple medications for acceptable results. Few randomized controlled trials investigating the optimal treatment for myoclonus are available, and expert experience and case series guide treatment. Areas Covered: In this article, the authors review the basics of myoclonus and its classification. The authors discuss the current management of myoclonus and then focus on recent updates in the literature, including both pharmacologic and surgical options. Expert opinion: Myoclonus remains a challenge to manage, and there is a paucity of rigorous clinical trials guiding treatment paradigms. Furthermore, due to the etiological heterogeneity of myoclonus, defining the appropriate scope for high quality clinical trials is challenging. In order to advance the field, the myoclonus study group needs to be revived in the US and abroad so that interested investigators can collaborate on multicenter clinical trials for myoclonus treatments.
PMID: 30874443
ISSN: 1744-8360
CID: 3733502

Neuromelanin-sensitive MRI as a noninvasive proxy measure of dopamine function in the human brain

Cassidy, Clifford M; Zucca, Fabio A; Girgis, Ragy R; Baker, Seth C; Weinstein, Jodi J; Sharp, Madeleine E; Bellei, Chiara; Valmadre, Alice; Vanegas, Nora; Kegeles, Lawrence S; Brucato, Gary; Kang, Un Jung; Sulzer, David; Zecca, Luigi; Abi-Dargham, Anissa; Horga, Guillermo
Neuromelanin-sensitive MRI (NM-MRI) purports to detect the content of neuromelanin (NM), a product of dopamine metabolism that accumulates with age in dopamine neurons of the substantia nigra (SN). Interindividual variability in dopamine function may result in varying levels of NM accumulation in the SN; however, the ability of NM-MRI to measure dopamine function in nonneurodegenerative conditions has not been established. Here, we validated that NM-MRI signal intensity in postmortem midbrain specimens correlated with regional NM concentration even in the absence of neurodegeneration, a prerequisite for its use as a proxy for dopamine function. We then validated a voxelwise NM-MRI approach with sufficient anatomical sensitivity to resolve SN subregions. Using this approach and a multimodal dataset of molecular PET and fMRI data, we further showed the NM-MRI signal was related to both dopamine release in the dorsal striatum and resting blood flow within the SN. These results suggest that NM-MRI signal in the SN is a proxy for function of dopamine neurons in the nigrostriatal pathway. As a proof of concept for its clinical utility, we show that the NM-MRI signal correlated to severity of psychosis in schizophrenia and individuals at risk for schizophrenia, consistent with the well-established dysfunction of the nigrostriatal pathway in psychosis. Our results indicate that noninvasive NM-MRI is a promising tool that could have diverse research and clinical applications to investigate in vivo the role of dopamine in neuropsychiatric illness.
PMCID:6421437
PMID: 30796187
ISSN: 1091-6490
CID: 4298062

Neural dynamics of visual ambiguity resolution by perceptual prior

Flounders, Matthew W; González-García, Carlos; Hardstone, Richard; He, Biyu J
Past experiences have enormous power in shaping our daily perception. Currently, dynamical neural mechanisms underlying this process remain mysterious. Exploiting a dramatic visual phenomenon, where a single experience of viewing a clear image allows instant recognition of a related degraded image, we investigated this question using MEG and 7 Tesla fMRI in humans. We observed that following the acquisition of perceptual priors, different degraded images are represented much more distinctly in neural dynamics starting from ~500 ms after stimulus onset. Content-specific neural activity related to stimulus-feature processing dominated within 300 ms after stimulus onset, while content-specific neural activity related to recognition processing dominated from 500 ms onward. Model-driven MEG-fMRI data fusion revealed the spatiotemporal evolution of neural activities involved in stimulus, attentional, and recognition processing. Together, these findings shed light on how experience shapes perceptual processing across space and time in the brain.
PMID: 30843519
ISSN: 2050-084x
CID: 3724112

Sit-to-walk performance in Parkinson's disease: A comparison between faller and non-faller patients

Palmisano, Chiara; Brandt, Gregor; Pozzi, Nicoló Gabriele; Leporini, Alice; Maltese, Virginia; Canessa, Andrea; Volkmann, Jens; Pezzoli, Gianni; Frigo, Carlo Albino; Isaias, Ioannis Ugo
BACKGROUND:Falls are one of the main concerns in people with Parkinson's disease, leading to poor quality of life and increased mortality. The sit-to-walk movement is the most frequent postural transition task during daily life and is highly demanding in terms of balance maintenance and muscular strength. METHODS:With the aim of identifying biomechanical variables of high risk of falling, we investigated the sit-to-walk task performed by 9 Parkinson's disease patients with at least one fall episode in the six months preceding this study, 15 Parkinson's disease patients without previous falls, and 20 healthy controls. Motor performance was evaluated with an optoelectronic system and two dynamometric force plates after overnight suspension of all dopaminergic drugs and one hour after consumption of a standard dose of levodopa/benserazide. FINDINGS/RESULTS:Poor trunk movements critically influenced the execution of the sit-to-walk movement in patients with a history of falling. The peak velocity of the trunk in the anterior-posterior direction discriminated faller from non-faller patients, with high specificity and sensitivity in both the medication-off and -on state. INTERPRETATION/CONCLUSIONS:Our results confirm the difficulties in merging consecutive motor tasks in patients with Parkinson's disease. Trunk movements during the sit-to-walk can provide valuable measurements to monitor and possibly predict the risk of falling.
PMID: 30889433
ISSN: 1879-1271
CID: 3748942

Introducing the thematic series on transcranial direct current stimulation (tDCS) for motor rehabilitation: on the way to optimal clinical use [Editorial]

Vitório, Rodrigo; Stuart, Samuel; Charvet, Leigh E; Godfrey, Alan
PMID: 30832684
ISSN: 1743-0003
CID: 3722742

Introducing the thematic series on transcranial direct current stimulation (tDCS) for motor rehabilitation: On the way to optimal clinical use Alan Godfrey; Rodrigo Vitorio [Editorial]

Vitorio, R; Stuart, S; Charvet, L E; Godfrey, A
EMBASE:626584668
ISSN: 1743-0003
CID: 3751442

The neural basis of motion sickness

Cohen, Bernard; Dai, Mingjia; Yakushin, Sergei B; Cho, Catherine
Although motion of the head and body has been suspected or known as the provocative cause for the production of motion sickness for centuries, it is only within the last 20 yr that the source of the signal generating motion sickness and its neural basis has been firmly established. Here, we briefly review the source of the conflicts that cause the body to generate the autonomic signs and symptoms that constitute motion sickness and provide a summary of the experimental data that have led to an understanding of how motion sickness is generated and can be controlled. Activity and structures that produce motion sickness include vestibular input through the semicircular canals, the otolith organs, and the velocity storage integrator in the vestibular nuclei. Velocity storage is produced through activity of vestibular-only (VO) neurons under control of neural structures in the nodulus of the vestibulo-cerebellum. Separate groups of nodular neurons sense orientation to gravity, roll/tilt, and translation, which provide strong inhibitory control of the VO neurons. Additionally, there are acetylcholinergic projections from the nodulus to the stomach, which along with other serotonergic inputs from the vestibular nuclei, could induce nausea and vomiting. Major inhibition is produced by the GABAB receptors, which modulate and suppress activity in the velocity storage integrator. Ingestion of the GABAB agonist baclofen causes suppression of motion sickness. Hopefully, a better understanding of the source of sensory conflict will lead to better ways to avoid and treat the autonomic signs and symptoms that constitute the syndrome.
PMID: 30699041
ISSN: 1522-1598
CID: 4590632

Longitudinal resting state functional connectivity predicts clinical outcome in mild traumatic brain injury

Madhavan, Radhika; Joel, Suresh E; Mullick, Rakesh; Cogsil, Taylor; Niogi, Sumit; Tsiouris, Apostolos John; Mukherjee, Pratik; Masdeu, Joseph C; Marinelli, Luca; Shetty, Teena
Mild traumatic brain injury (mTBI) affects about 42 million people worldwide. It is often associated with headache, cognitive deficits and balance difficulties but rarely shows any abnormalities on conventional CT or MR imaging. While in most mTBI patients the symptoms resolve within 3 months, 10-15% of patients continue to exhibit symptoms beyond a year. Also, it is known that there exists a vulnerable period post-injury, when a second injury may exacerbate clinical prognosis. Identifying this vulnerable period may be critical for patient outcome, but very little is known about the neural underpinnings of mTBI and its recovery. In this work, we used advanced functional neuroimaging to study longitudinal changes in functional organization of the brain during the 3-month recovery period post mTBI. Fractional amplitude of low frequency fluctuations (fALFF) measured from resting state functional MRI (rs-fMRI) was found to be associated with symptom severity score (SSS, r=-0.28, p=0.002). Decreased fALFF was observed in specific functional networks for patients with higher SSS, and fALFF returned to higher values when the patient recovered (lower SSS). In addition, functional connectivity of the same networks was found to be associated with concurrent SSS, and connectivity immediately after injury (<10 days) was capable of predicting SSS at a later time point (3 weeks to 3 months, p<0.05). Specific networks including motor, default-mode and visual networks were found to be associated with SSS (p<0.001) , and connectivity between these networks predicted 3-month clinical outcome (motor and visual: p<0.001, default-mode: p<0.006). Our results suggest that functional connectivity in these networks are potential biomarkers for predicting mTBI recovery profiles and clinical outcome.
PMID: 30024343
ISSN: 1557-9042
CID: 3200982