Searched for: school:SOM
Department/Unit:Neurology
Sensory-motor network topology in multiple sclerosis: Structural connectivity analysis accounting for intrinsic density discrepancy
Schiavi, Simona; Petracca, Maria; Battocchio, Matteo; El Mendili, Mohamed M; Paduri, Swetha; Fleysher, Lazar; Inglese, Matilde; Daducci, Alessandro
Graph theory and network modelling have been previously applied to characterize motor network structural topology in multiple sclerosis (MS). However, between-group differences disclosed by graph analysis might be primarily driven by discrepancy in density, which is likely to be reduced in pathologic conditions as a consequence of macroscopic damage and fibre loss that may result in less streamlines properly traced. In this work, we employed the convex optimization modelling for microstructure informed tractography (COMMIT) framework, which, given a tractogram, estimates the actual contribution (or weight) of each streamline in order to optimally explain the diffusion magnetic resonance imaging signal, filtering out those that are implausible or not necessary. Then, we analysed the topology of this 'COMMIT-weighted sensory-motor network' in MS accounting for network density. By comparing with standard connectivity analysis, we also tested if abnormalities in network topology are still identifiable when focusing on more 'quantitative' network properties. We found that topology differences identified with standard tractography in MS seem to be mainly driven by density, which, in turn, is strongly influenced by the presence of lesions. We were able to identify a significant difference in density but also in network global and local properties when accounting for density discrepancy. Therefore, we believe that COMMIT may help characterize the structural organization in pathological conditions, allowing a fair comparison of connectomes which considers discrepancies in network density. Moreover, discrepancy-corrected network properties are clinically meaningful and may help guide prognosis assessment and treatment choice.
PMCID:7336144
PMID: 32412678
ISSN: 1097-0193
CID: 4528962
Exploring DNA Methylation for Prognosis and Analyzing the Tumor Microenvironment in Pleomorphic Xanthoastrocytoma
Tang, Karen; Kurland, David; Vasudevaraja, Varshini; Serrano, Jonathan; Delorenzo, Michael; Radmanesh, Alireza; Thomas, Cheddhi; Spino, Marissa; Gardner, Sharon; Allen, Jeffrey C; Nicolaides, Theodore; Osorio, Diana S; Finlay, Jonathan L; Boué, Daniel R; Snuderl, Matija
Pleomorphic xanthoastrocytoma (PXA) is a rare type of brain tumor that affects children and young adults. Molecular prognostic markers of PXAs remain poorly established. Similar to gangliogliomas, PXAs show prominent immune cell infiltrate, but its composition also remains unknown. In this study, we correlated DNA methylation and BRAF status with clinical outcome and explored the tumor microenvironment. We performed DNA methylation in 21 tumor samples from 18 subjects with a histological diagnosis of PXA. MethylCIBERSORT was used to deconvolute the PXA microenvironment by analyzing the associated immune cell-types. Median age at diagnosis was 16 years (range 7-32). At median follow-up of 30 months, 3-year and 5-year overall survival was 73% and 71%, respectively. Overall survival ranged from 1 to 139 months. Eleven out of 18 subjects (61%) showed disease progression. Progression-free survival ranged from 1 to 89 months. Trisomy 7 and CDKN2A/B (p16) homozygous deletion did not show any association with overall survival (p = 0.67 and p = 0.74, respectively). Decreased overall survival was observed for subjects with tumors lacking the BRAF V600E mutation (p = 0.02). PXAs had significantly increased CD8 T-cell epigenetic signatures compared with previously profiled gangliogliomas (p = 0.0019). The characterization of immune cell-types in PXAs may have implications for future development of immunotherapy.
PMID: 32594172
ISSN: 1554-6578
CID: 4503772
White matter abnormalities across different epilepsy syndromes in adults: an ENIGMA-Epilepsy study
Hatton, Sean N; Huynh, Khoa H; Bonilha, Leonardo; Abela, Eugenio; Alhusaini, Saud; Altmann, Andre; Alvim, Marina K M; Balachandra, Akshara R; Bartolini, Emanuele; Bender, Benjamin; Bernasconi, Neda; Bernasconi, Andrea; Bernhardt, Boris; Bargallo, Núria; Caldairou, Benoit; Caligiuri, Maria E; Carr, Sarah J A; Cavalleri, Gianpiero L; Cendes, Fernando; Concha, Luis; Davoodi-Bojd, Esmaeil; Desmond, Patricia M; Devinsky, Orrin; Doherty, Colin P; Domin, Martin; Duncan, John S; Focke, Niels K; Foley, Sonya F; Gambardella, Antonio; Gleichgerrcht, Ezequiel; Guerrini, Renzo; Hamandi, Khalid; Ishikawa, Akari; Keller, Simon S; Kochunov, Peter V; Kotikalapudi, Raviteja; Kreilkamp, Barbara A K; Kwan, Patrick; Labate, Angelo; Langner, Soenke; Lenge, Matteo; Liu, Min; Lui, Elaine; Martin, Pascal; Mascalchi, Mario; Moreira, José C V; Morita-Sherman, Marcia E; O'Brien, Terence J; Pardoe, Heath R; Pariente, José C; Ribeiro, LetÃcia F; Richardson, Mark P; Rocha, Cristiane S; RodrÃguez-Cruces, Raúl; Rosenow, Felix; Severino, Mariasavina; Sinclair, Benjamin; Soltanian-Zadeh, Hamid; Striano, Pasquale; Taylor, Peter N; Thomas, Rhys H; Tortora, Domenico; Velakoulis, Dennis; Vezzani, Annamaria; Vivash, Lucy; von Podewils, Felix; Vos, Sjoerd B; Weber, Bernd; Winston, Gavin P; Yasuda, Clarissa L; Zhu, Alyssa H; Thompson, Paul M; Whelan, Christopher D; Jahanshad, Neda; Sisodiya, Sanjay M; McDonald, Carrie R
The epilepsies are commonly accompanied by widespread abnormalities in cerebral white matter. ENIGMA-Epilepsy is a large quantitative brain imaging consortium, aggregating data to investigate patterns of neuroimaging abnormalities in common epilepsy syndromes, including temporal lobe epilepsy, extratemporal epilepsy, and genetic generalized epilepsy. Our goal was to rank the most robust white matter microstructural differences across and within syndromes in a multicentre sample of adult epilepsy patients. Diffusion-weighted MRI data were analysed from 1069 healthy controls and 1249 patients: temporal lobe epilepsy with hippocampal sclerosis (n = 599), temporal lobe epilepsy with normal MRI (n = 275), genetic generalized epilepsy (n = 182) and non-lesional extratemporal epilepsy (n = 193). A harmonized protocol using tract-based spatial statistics was used to derive skeletonized maps of fractional anisotropy and mean diffusivity for each participant, and fibre tracts were segmented using a diffusion MRI atlas. Data were harmonized to correct for scanner-specific variations in diffusion measures using a batch-effect correction tool (ComBat). Analyses of covariance, adjusting for age and sex, examined differences between each epilepsy syndrome and controls for each white matter tract (Bonferroni corrected at P < 0.001). Across 'all epilepsies' lower fractional anisotropy was observed in most fibre tracts with small to medium effect sizes, especially in the corpus callosum, cingulum and external capsule. There were also less robust increases in mean diffusivity. Syndrome-specific fractional anisotropy and mean diffusivity differences were most pronounced in patients with hippocampal sclerosis in the ipsilateral parahippocampal cingulum and external capsule, with smaller effects across most other tracts. Individuals with temporal lobe epilepsy and normal MRI showed a similar pattern of greater ipsilateral than contralateral abnormalities, but less marked than those in patients with hippocampal sclerosis. Patients with generalized and extratemporal epilepsies had pronounced reductions in fractional anisotropy in the corpus callosum, corona radiata and external capsule, and increased mean diffusivity of the anterior corona radiata. Earlier age of seizure onset and longer disease duration were associated with a greater extent of diffusion abnormalities in patients with hippocampal sclerosis. We demonstrate microstructural abnormalities across major association, commissural, and projection fibres in a large multicentre study of epilepsy. Overall, patients with epilepsy showed white matter abnormalities in the corpus callosum, cingulum and external capsule, with differing severity across epilepsy syndromes. These data further define the spectrum of white matter abnormalities in common epilepsy syndromes, yielding more detailed insights into pathological substrates that may explain cognitive and psychiatric co-morbidities and be used to guide biomarker studies of treatment outcomes and/or genetic research.
PMID: 32814957
ISSN: 1460-2156
CID: 4567052
Neuroophthalmologic Aspects of the Vasculitides
Younger, David S.
There have been significant advances in the understanding of the vasculitides in the past several years, leading to more precise classification and nosology. Ophthalmologic manifestations may be the presenting feature of and a clue to the diagnosis of vasculitis, or develop in the course of the illness owing to a common disease mechanism. Precise diagnosis and prompt treatment prevents short- and long-term ophthalmologic sequela.
SCOPUS:85087870019
ISSN: 2452-1760
CID: 4544342
Structural connectivity predicts clinical outcomes of deep brain stimulation for Tourette syndrome
Johnson, Kara A; Duffley, Gordon; Anderson, Daria Nesterovich; Ostrem, Jill L; Welter, Marie-Laure; Baldermann, Juan Carlos; Kuhn, Jens; Huys, Daniel; Visser-Vandewalle, Veerle; Foltynie, Thomas; Zrinzo, Ludvic; Hariz, Marwan; Leentjens, Albert F G; Mogilner, Alon Y; Pourfar, Michael H; Almeida, Leonardo; Gunduz, Aysegul; Foote, Kelly D; Okun, Michael S; Butson, Christopher R
Deep brain stimulation may be an effective therapy for select cases of severe, treatment-refractory Tourette syndrome; however, patient responses are variable, and there are no reliable methods to predict clinical outcomes. The objectives of this retrospective study were to identify the stimulation-dependent structural networks associated with improvements in tics and comorbid obsessive-compulsive behaviour, compare the networks across surgical targets, and determine if connectivity could be used to predict clinical outcomes. Volumes of tissue activated for a large multisite cohort of patients (n = 66) implanted bilaterally in globus pallidus internus (n = 34) or centromedial thalamus (n = 32) were used to generate probabilistic tractography to form a normative structural connectome. The tractography maps were used to identify networks that were correlated with improvement in tics or comorbid obsessive-compulsive behaviour and to predict clinical outcomes across the cohort. The correlated networks were then used to generate 'reverse' tractography to parcellate the total volume of stimulation across all patients to identify local regions to target or avoid. The results showed that for globus pallidus internus, connectivity to limbic networks, associative networks, caudate, thalamus, and cerebellum was positively correlated with improvement in tics; the model predicted clinical improvement scores (P = 0.003) and was robust to cross-validation. Regions near the anteromedial pallidum exhibited higher connectivity to the positively correlated networks than posteroventral pallidum, and volume of tissue activated overlap with this map was significantly correlated with tic improvement (P < 0.017). For centromedial thalamus, connectivity to sensorimotor networks, parietal-temporal-occipital networks, putamen, and cerebellum was positively correlated with tic improvement; the model predicted clinical improvement scores (P = 0.012) and was robust to cross-validation. Regions in the anterior/lateral centromedial thalamus exhibited higher connectivity to the positively correlated networks, but volume of tissue activated overlap with this map did not predict improvement (P > 0.23). For obsessive-compulsive behaviour, both targets showed that connectivity to the prefrontal cortex, orbitofrontal cortex, and cingulate cortex was positively correlated with improvement; however, only the centromedial thalamus maps predicted clinical outcomes across the cohort (P = 0.034), but the model was not robust to cross-validation. Collectively, the results demonstrate that the structural connectivity of the site of stimulation are likely important for mediating symptom improvement, and the networks involved in tic improvement may differ across surgical targets. These networks provide important insight on potential mechanisms and could be used to guide lead placement and stimulation parameter selection, as well as refine targets for neuromodulation therapies for Tourette syndrome.
PMID: 32653920
ISSN: 1460-2156
CID: 4527702
Transcranial Magnetic Resonance-Guided Focused Ultrasound Thalamotomy in Essential Tremor: A Comprehensive Lesion Characterization
Pineda-Pardo, José Angel; Urso, Daniele; Martínez-Fernández, Raul; RodrÃguez-Rojas, Rafael; Del-Alamo, Marta; Millar Vernetti, Patricio; Máñez-Miró, Jorge U; Hernández-Fernández, Frida; de Luis-Pastor, Esther; Vela-Desojo, Lydia; Obeso, José A
BACKGROUND:Transcranial magnetic resonance-guided focused ultrasound (tcMRgFUS) thalamotomy is a novel and effective treatment for controlling tremor in essential tremor patients. OBJECTIVE:To provide a comprehensive characterization of the radiological, topographical, and volumetric aspects of the tcMRgFUS thalamic lesion, and to quantify how they relate to the clinical outcomes. METHODS:In this study, clinical and radiological data from forty patients with medically-refractory essential tremor treated with unilateral tcMRgFUS thalamotomy were retrospectively analyzed. Treatment efficacy was assessed with Clinical Rating Scale for Tremor (CRST). Lesions were manually segmented on T1, T2, and susceptibility-weighted images, and 3-dimensional topographical analysis was then carried out. Statistical comparisons were performed using nonparametric statistics. RESULTS:The greatest clinical improvement was correlated with a more inferior and posterior lesion, a bigger lesion volume, and percentage of the ventral intermediate nucleus covered by the lesion; whereas, the largest lesions accounted for the occurrence of gait imbalance. Furthermore, the volume of the lesion was significantly predicted by the number of sonications surpassing 52°C. CONCLUSION:Here we provide a comprehensive characterization of the thalamic tcMRgFUS lesion including radiological and topographical analysis. Our results indicate that the location and volume of the lesion were significantly associated with the clinical outcome and that mid-temperatures may be responsible for the lesion size. This could serve ultimately to improve targeting and judgment and to optimize clinical outcome of tcMRgFUS thalamotomy.
PMID: 31574145
ISSN: 1524-4040
CID: 4839932
Microsurgical Resection of a Spinal Cord Pial Arteriovenous Fistula: 2-Dimensional Operative Video
Haynes, Joseph; Shapiro, Maksim; Raz, Eytan; Frempong-Boadu, Anthony; Nossek, Erez
We present a patient who was diagnosed 20 yr prior to current presentation with a spinal arteriovenous malformation. This patient had a 10-yr history of worsening back pain (and underwent lumbar fusion), urinary dysfunction leading to 3-yr dependence on intermittent catheterization, lower extremity paresthesias and pain, and progressive weakness with multiple falls, leading to walker then wheelchair dependence for mobility. Magnetic resonance studies showed extensive thoracic cord expansion and edema with enlarged spinal cord surface veins and flow voids extending from spinal levels T6 to the conus medullaris. Partial embolization at an outside institution elicited transient symptom improvement. Repeated spinal angiogram demonstrated persistent T10 pial arteriovenous fistula (AVF) supplied by the posterior spinal artery arising from the right T11 segmental artery as well as by the anterior spinal artery from the left T10 segmental artery. Because additional embolization carried significant risk, we planned open surgery with fistula resection. Informed consent for the surgery and video recording was obtained. The patient was placed in the prone position, and a radial artery access was obtained for intraoperative angiogram. Following a posterior T9-T11 laminectomy and dural opening, a pial dissection was performed to expose the AVF. Intraoperative indocyanine green angiography was used to assist in identifying the feeders and major drainage of the AVF. Post-AVF resection, a formal intraoperative radial access spinal angiogram demonstrated complete resection of the lesion with no residual shunt or early venous drainage. The patient improved significantly and, on last follow-up, is ambulating without any assistive devices.
PMID: 31811288
ISSN: 2332-4260
CID: 4233892
Letter: Considerations for Performing Emergent Neurointerventional Procedures in a COVID-19 Environment [Letter]
Pandey, Aditya S; Ringer, Andrew J; Rai, Ansaar; Kan, Peter T; Jabbour, Pascal M; Siddiqui, Adnan; Levy, Elad; Snyder, Kenneth V; Riina, Howard A; Tanweer, Omar; Levitt, Michael R; Kim, Louis J; Veznedaroglu, Erol; Binning, Mandy; Arthur, Adam S; Mocco, J; Schirmer, Clemens M; Thompson, B Gregory; Langer, David
PMCID:7197580
PMID: 32358606
ISSN: 1524-4040
CID: 4424432
Eyelid retraction discomfort with cotton-tipped applicator, unimanual and speculum intravitreal injection techniques: Eyelid retraction technique randomized comparison trial (Eyelid RETRACT)
Raevis, Joseph J; Karl, Matthew D; Parendo, Anthony M; Astafurov, Konstantin; Dugue, Andrew G; Agemy, Steven A; Rizzuti, Allison E; Tseng, Joseph; Scott, Wayne; Reaney-Perrotti, Katelin; Laudi, John; Shrier, Eric M
Purpose/UNASSIGNED:The aim of this study was to test the discomfort experienced during intravitreal injections with eyelid retraction between an eyelid speculum, cotton-tipped applicator (CTA), and unimanual eyelid retraction techniques. Methods/UNASSIGNED:In total, 99 patients receiving intravitreal bevacizumab were enrolled into this prospective study. Participants were randomized to one of the three methods, given subconjunctival 2% lidocaine and then injected in the superior temporal quadrant. Immediately after the procedure, each patient was given a visual analog scale (VAS) to rate their discomfort. Results/UNASSIGNED:The mean pain scores for eyelid retraction with unimanual, CTA, and speculum groups were 0.788 (standard deviation [SD] 0.70, 95% confidence interval [CI] 0.448-1.128), 0.945 (SD 1.28, 95% CI 0.600-1.291), and 1.561 (SD 1.28, 95% CI 1.210-1.912), respectively. A one-way analysis of variance (ANOVA) test revealed a significant difference between the groups (P = 0.006). Post hoc analysis also revealed a difference in mean pain scores between the speculum and both the CTA and the unimanual methods. Conclusion/UNASSIGNED:Our study shows that the unimanual and CTA methods for eyelid retraction are significantly less painful for patients compared to the speculum method. Patient comfort is of the utmost importance as intravitreal injections are performed millions of times a year with most patients requiring multiple injections.
PMID: 32709784
ISSN: 1998-3689
CID: 4539882
Dural Venous Channels: Hidden in Plain Sight-Reassessment of an Under-Recognized Entity
Shapiro, M; Srivatanakul, K; Raz, E; Litao, M; Nossek, E; Nelson, P K
BACKGROUND AND PURPOSE/OBJECTIVE:Tentorial sinus venous channels within the tentorium cerebelli connecting various cerebellar and supratentorial veins, as well as the basal vein, to adjacent venous sinuses are a well-recognized entity. Also well-known are "dural lakes" at the vertex. However, the presence of similar channels in the supratentorial dura, serving as recipients of the Labbe, superficial temporal, and lateral and medial parieto-occipital veins, among others, appears to be underappreciated. Also under-recognized is the possible role of these channels in the angioarchitecture of certain high-grade dural fistulas. MATERIALS AND METHODS/METHODS:A retrospective review of 100 consecutive angiographic studies was performed following identification of index cases to gather data on the angiographic and cross-sectional appearance, location, length, and other features. A review of 100 consecutive dural fistulas was also performed to identify those not directly involving a venous sinus. RESULTS:Supratentorial dural venous channels were found in 26% of angiograms. They have the same appearance as those in the tentorium cerebelli, a flattened, ovalized morphology owing to their course between 2 layers of the dura, in contradistinction to a rounded cross-section of cortical and bridging veins. They are best appreciated on angiography and volumetric postcontrast T1-weighted images. Ten dural fistulas not directly involving a venous sinus were identified, 6 tentorium cerebelli and 4 supratentorial. CONCLUSIONS:Supratentorial dural venous channels are an under-recognized entity. They may play a role in the angioarchitecture of dural arteriovenous fistulas that appear to drain directly into a cortical vein. We propose "dural venous channel" as a unifying name for these structures.
PMID: 32675338
ISSN: 1936-959x
CID: 4542792