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Quantitative Evaluation of Hypomimia in Parkinson's Disease: A Face Tracking Approach

Pegolo, Elena; Volpe, Daniele; Cucca, Alberto; Ricciardi, Lucia; Sawacha, Zimi
Parkinson's disease (PD) is a neurological disorder that mainly affects the motor system. Among other symptoms, hypomimia is considered one of the clinical hallmarks of the disease. Despite its great impact on patients' quality of life, it remains still under-investigated. The aim of this work is to provide a quantitative index for hypomimia that can distinguish pathological and healthy subjects and that can be used in the classification of emotions. A face tracking algorithm was implemented based on the Facial Action Coding System. A new easy-to-interpret metric (face mobility index, FMI) was defined considering distances between pairs of geometric features and a classification based on this metric was proposed. Comparison was also provided between healthy controls and PD patients. Results of the study suggest that this index can quantify the degree of impairment in PD and can be used in the classification of emotions. Statistically significant differences were observed for all emotions when distances were taken into account, and for happiness and anger when FMI was considered. The best classification results were obtained with Random Forest and kNN according to the AUC metric.
PMID: 35214255
ISSN: 1424-8220
CID: 5180922

The refined carbohydrate-insulin model of obesity [Comment]

Devinsky, Orrin
PMID: 35139171
ISSN: 1938-3207
CID: 5167212

The role of urgent care centers in headache management: a quality improvement project

Minen, Mia T; Khanns, Dennique; Guiracocha, Jenny; Ehrlich, Annika; Khan, Fawad A; Ali, Ashhar S; Birlea, Marius; Singh, Niranjan N; Peretz, Addie; Larry Charleston, I V
BACKGROUND:Patients with headache often seek urgent medical care to treat pain and associated symptoms that do not respond to therapeutic options at home. Urgent Cares (UCs) may be suitable for the evaluation and treatment of such patients but there is little data on how headache is evaluated in UC settings and what types of treatments are available. We conducted a study to evaluate the types of care available for patients with headache presenting to UCs. DESIGN/METHODS:Cross-Sectional. METHODS:Headache specialists across the United States contacted UCs to collect data on a questionnaire. Questions asked about UC staffing (e.g. number and backgrounds of staff, hours of operation), average length of UC visits for headache, treatments and tests available for patients presenting with headache, and disposition including to the ED. RESULTS:Data from 10 UC programs comprised of 61 individual UC sites revealed: The vast majority (8/10; 80%) had diagnostic testing onsite for headache evaluation. A small majority (6/10; 60%) had the American Headache Society recommended intravenous medications for acute migraine available. Half (5/10) had a headache protocol in place. The majority (6/10; 60%) had no follow up policy after UC discharge. CONCLUSIONS:UCs have the potential to provide expedited care for patients presenting for evaluation and treatment of headache. However, considerable variability exists amongst UCs in their abilities to manage headaches. This study reveals many opportunities for future research including the development of protocols and professional partnerships to help guide the evaluation, triage, and treatment of patients with headache in UC settings.
PMCID:8822636
PMID: 35135555
ISSN: 1472-6963
CID: 5156232

Event boundaries shape temporal organization of memory by resetting temporal context

Pu, Yi; Kong, Xiang-Zhen; Ranganath, Charan; Melloni, Lucia
In memory, our continuous experiences are broken up into discrete events. Boundaries between events are known to influence the temporal organization of memory. However, how and through which mechanism event boundaries shape temporal order memory (TOM) remains unknown. Across four experiments, we show that event boundaries exert a dual role: improving TOM for items within an event and impairing TOM for items across events. Decreasing event length in a list enhances TOM, but only for items at earlier local event positions, an effect we term the local primacy effect. A computational model, in which items are associated to a temporal context signal that drifts over time but resets at boundaries captures all behavioural results. Our findings provide a unified algorithmic mechanism for understanding how and why event boundaries affect TOM, reconciling a long-standing paradox of why both contextual similarity and dissimilarity promote TOM.
PMID: 35110527
ISSN: 2041-1723
CID: 5153662

Safety of Antithrombotic Resumption in Chronic Subdural Hematoma Patients with Middle Meningeal Artery Embolization: A Case Control Study

Mir, Osman; Yaghi, Shadi; Pujara, Deep; Burkhardt, Jan-Karl; Kan, Peter; Shapiro, Maksim; Raz, Eytan; Riina, Howard; Tanweer, Omar
OBJECTIVE:Chronic subdural hematoma (CSDH) is a serious problem with an incidence of 20.6/100,000/year in North America and is posited to grow as the population ages. Middle Meningeal Artery (MMA) embolization is an upcoming therapy for treatment of CSDH. Among patients with CSDH who undergo MMA embolization outcomes are no different in patients who resume the antithrombotic (AT) after MMA embolization as compared to patients who don't resume AT. METHODS:We did retrospective review of all cases of MMA embolization in the setting of CSDH done over 2.5 years in 2 centers. Comparison of cases in which AT was resumed vs controls with no AT was performed. A successful outcome was defined as reduction of at least 50% volume in CSDH. Univariate analysis regarding all outcome measures for baseline variables was performed using Fisher exact test or t-test. Multivariate logistic regression with controlling for age, surgical evacuation of the hematoma. RESULTS:There were a total of 56 MMA embolization cases, 33 of them had no AT started and 23 of them had AT resumption at a mean of 2.4 days. About 40% of patients had surgical evacuation done prior to MMA embolization. There was no significant difference in hematoma reduction or volume even after adjusting for surgical evacuation (OR 1.00 95%CI 0.60- 1.67). Patients who had AT resumption had more CAD (71%vs 21% p= 0.001) and Afib (58% vs 18% p=0.002) necessitating AT. CONCLUSION/CONCLUSIONS:AT therapy can be safely resumed in CSDH after MMA embolization as there is no significant difference in CSDH volume reduction and recurrence.
PMID: 35121536
ISSN: 1532-8511
CID: 5153992

The 50-M timed test as a simple, efficient and objective measure of gross motor function in CLN3 disease: A pilot study [Meeting Abstract]

Abreu, N J; Powers, B R; Sveda, M M; Peifer, D E; Khurho, Z; O'Neal, M; Alfano, L N; Scherr, J; de, los Reyes E C
We examined the use of a 50-m timed test (50MTT) in an effort to develop objective and easily administered outcome measures for clinical trials in CLN3 disease. Individuals with genetically confirmed CLN3 disease were enrolled from a single institution over a two-year period beginning in August 2019 for baseline assessment. The time to complete independent travel over 50 m was recorded as the outcome of the 50MTT. Performance was measured in a distraction-free hallway with a single turn after 25 m. Data on healthy children were gathered from previous studies by the investigators. A total of 19 children with CLN3 disease (12 males) ranging in age from 66 to 193 months (median 94 months) participated in the study. All children had evidence of vision loss at the time of assessment, and 21.1% had a history of seizures. The 50MTT demonstrated a robust correlation with clinician ratings of gait and overall physical disability based on the Unified Batten Disease Rating Scale (Spearman's rho, Gait r = 0.705, p = 0.001; Physical Symptoms r = 0.876, p < 0.001). When compared to typically developing children, the diagnosis of CLN3 disease was predictive of a 34.98 s increase in the 50MTT (SE = 1.29, p < 0.001) with age as an independent predictor. This study demonstrates preliminary evidence that the 50MTT may be an efficient instrument to capture gross motor functioning in ambulatory individuals with CLN3 disease, and may be a lens for overall physical disability in the condition. As this test may be accomplished with minimal cost and in a shorter amount of time with less reliance on attention or vision as the 6-min walk test, it may be an appealing adjunctive outcome measure in CLN3 clinical trials.
Copyright
EMBASE:2016763951
ISSN: 1096-7206
CID: 5158542

Blinded Review of Hippocampal Neuropathology in Sudden Unexplained Death in Childhood Reveals Inconsistent Observations and Similarities to Explained Pediatric Deaths

Leitner, Dominique F; McGuone, Declan; William, Christopher; Faustin, Arline; Askenazi, Manor; Snuderl, Matija; Guzzetta, Melissa; Jarrell, Heather S; Maloney, Katherine; Reichard, Ross; Smith, Colin; Weedn, Victor; Wisniewski, Thomas; Gould, Laura; Devinsky, Orrin
AIMS/OBJECTIVE:Hippocampal findings are implicated in the pathogenesis of sudden unexplained death in childhood (SUDC), although some studies have identified similar findings in sudden explained death in childhood (SEDC) cases. We blindly reviewed hippocampal histology in SUDC and SEDC controls. METHODS:Hippocampal H&E slides (n=67; 36 SUDC, 31 controls) from clinical and forensic collaborators were evaluated by 9 blinded reviewers: 3 board-certified forensic pathologists, 3 neuropathologists, and 3 dual-certified neuropathologist/forensic pathologists. RESULTS:Among nine reviewers, about 50% of hippocampal sections were rated as abnormal (SUDC 52.5%, controls 53.0%), with no difference by cause of death (COD) (p=0.16) or febrile seizure history (p=0.90). There was little agreement among nine reviewers on whether a slide was within normal range (Fleiss' kappa=0.014, p=0.47). Within reviewer groups, there were no findings more frequent in SUDC compared to controls, with variability in pyramidal neuron and dentate gyrus findings. Across reviewer groups, there was concordance for bilamination and granule cell loss. Neither SUDC (51.2%) nor control (55.9%) slides were considered contributory to determining COD (p=0.41). CONCLUSIONS:The lack of an association of hippocampal findings in SUDC and controls, as well as inconsistency of observations by multiple blinded reviewers, indicates discrepancy with previous studies and an inability to reliably identify hippocampal malformation associated with sudden death (HMASD). These findings underscore a need for larger studies to standardize evaluation of hippocampal findings, identify the range of normal variation and, changes unrelated to SUDC or febrile seizures. Molecular studies may help identify novel immunohistological markers that inform on COD.
PMID: 34164845
ISSN: 1365-2990
CID: 4918622

Dural venous system: angiographic technique and correlation with ex vivo investigations

Shapiro, Maksim; Raz, Eytan; Nossek, Erez; Srivatanakul, Kittipong; Walker, Melanie; Mir, Osman; Nelson, Peter Kim
BACKGROUND:The dural vasculature plays a key role in several important conditions, including dural fistulas and subdural collections. While in vivo investigations of intrinsic dural arterial angioarchitecture are rare, no angiographic studies of dural venous drainage exist to our knowledge. OBJECTIVE:To describe methods by which dural venous drainage might be visualized with current angiographic equipment and technique, and to correlate our results with existing ex vivo literature. METHODS:Digital subtraction angiography and 3D angiography (rotational and Dyna CT) of dural neurovasculature were acquired in the context of subdural hematoma embolization and normal dura. Protocols for visualization of dural venous drainage were established, and findings correlated with ex vivo studies. RESULTS:Meningeal arteries supply both the skull and dura. Normal dural enhancement is accentuated by the presence of hypervascular membranes. Intrinsic meningeal veins/sinuses parallel outer layer arteries with well-known tram-tracking appearance. Dura adjacent to main arterial trunks drains via skull base foramina into the pterygopalatine venous plexus, or via emissary veins into the temporalis venous plexus. Dura near the sinuses drains into venous pouches adjacent to the sinus, before emptying into the sinus proper-possibly the same pouches implicated in the angioarchitecture of dural fistulas. Finally, posterior temporoparietal convexity dura, situated in a watershed-like region between middle and posterior meningeal territories, frequently empties into diploic and emissary veins of the skull. Wide variation in balance is expected between these three routes. Drainage patterns appear to correlate with venous embryologic investigations of Padget and ex vivo studies in adults. CONCLUSIONS:Continued attention to dural venous drainage may prove useful in the diagnosis and management of dural-based vascular diseases.
PMID: 33727412
ISSN: 1759-8486
CID: 4817742

Levetiracetam for Seizure Prophylaxis in Neurocritical Care: A Systematic Review and Meta-analysis

Fang, Taolin; Valdes, Eduard; Frontera, Jennifer A
BACKGROUND:Levetiracetam is commonly used for seizure prophylaxis in patients with intracerebral hemorrhage (ICH), traumatic brain injury (TBI), supratentorial neurosurgery, and spontaneous subarachnoid hemorrhage (SAH). However, its efficacy, optimal dosing, and the adverse events associated with levetiracetam prophylaxis remain unclear. METHODS:A systematic search of PubMed, Embase, and Cochrane central register of controlled trials (CENTRAL) database was conducted from January 1, 2000, to October 30, 2020, including articles addressing treatment with levetiracetam for seizure prophylaxis after SAH, ICH, TBI, and supratentorial neurosurgery. Non-English, pediatric (aged < 18 years), preclinical, reviews, case reports, and articles that included patients with a preexisting seizure condition or epilepsy were excluded. The coprimary meta-analyses examined first seizure events in (1) levetiracetam versus no antiseizure medication and (2) levetiracetam versus other antiseizure medications in all ICH, TBI, SAH, and supratentorial neurosurgery populations. Secondary meta-analyses evaluated the same comparator groups in individual disease populations. Risk of bias in non-randomised studies - of interventions (ROBINS-I) and risk-of-bias tool for randomized trials (RoB-2) tools were used to assess risk of bias. RESULTS: = 39%, P = 0.13 for heterogeneity). There were no significant differences in meta-analyses of patients with ICH, SAH, or TBI. Adverse events of any severity were reported in a median of 8% of patients given levetiracetam compared with 21% of patients in comparator groups. CONCLUSIONS:Based on the current moderately to seriously biased heterogeneous data, which frequently used low and possibly subtherapeutic doses of levetiracetam, our meta-analyses did not demonstrate significant reductions in seizure incidence and neither supports nor refutes the use of levetiracetam prophylaxis in TBI, SAH, or ICH. Levetiracetam may be preferred post supratentorial neurosurgery. More high-quality randomized trials of prophylactic levetiracetam are warranted.
PMID: 34286461
ISSN: 1556-0961
CID: 4951162

A systems-level analysis highlights microglial activation as a modifying factor in common epilepsies

Altmann, Andre; Ryten, Mina; Di Nunzio, Martina; Ravizza, Teresa; Tolomeo, Daniele; Reynolds, Regina H; Somani, Alyma; Bacigaluppi, Marco; Iori, Valentina; Micotti, Edoardo; Di Sapia, Rossella; Cerovic, Milica; Palma, Eleonora; Ruffolo, Gabriele; Botía, Juan A; Absil, Julie; Alhusaini, Saud; Alvim, Marina K M; Auvinen, Pia; Bargallo, Nuria; Bartolini, Emanuele; Bender, Benjamin; Bergo, Felipe P G; Bernardes, Tauana; Bernasconi, Andrea; Bernasconi, Neda; Bernhardt, Boris C; Blackmon, Karen; Braga, Barbara; Caligiuri, Maria Eugenia; Calvo, Anna; Carlson, Chad; Carr, Sarah J A; Cavalleri, Gianpiero L; Cendes, Fernando; Chen, Jian; Chen, Shuai; Cherubini, Andrea; Concha, Luis; David, Philippe; Delanty, Norman; Depondt, Chantal; Devinsky, Orrin; Doherty, Colin P; Domin, Martin; Focke, Niels K; Foley, Sonya; Franca, Wendy; Gambardella, Antonio; Guerrini, Renzo; Hamandi, Khalid; Hibar, Derrek P; Isaev, Dmitry; Jackson, Graeme D; Jahanshad, Neda; Kälviäinen, Reetta; Keller, Simon S; Kochunov, Peter; Kotikalapudi, Raviteja; Kowalczyk, Magdalena A; Kuzniecky, Ruben; Kwan, Patrick; Labate, Angelo; Langner, Soenke; Lenge, Matteo; Liu, Min; Martin, Pascal; Mascalchi, Mario; Meletti, Stefano; Morita-Sherman, Marcia E; O'Brien, Terence J; Pariente, Jose C; Richardson, Mark P; Rodriguez-Cruces, Raul; Rummel, Christian; Saavalainen, Taavi; Semmelroch, Mira K; Severino, Mariasavina; Striano, Pasquale; Thesen, Thomas; Thomas, Rhys H; Tondelli, Manuela; Tortora, Domenico; Vaudano, Anna Elisabetta; Vivash, Lucy; von Podewils, Felix; Wagner, Jan; Weber, Bernd; Wiest, Roland; Yasuda, Clarissa L; Zhang, Guohao; Zhang, Junsong; Leu, Costin; Avbersek, Andreja; Thom, Maria; Whelan, Christopher D; Thompson, Paul; McDonald, Carrie R; Vezzani, Annamaria; Sisodiya, Sanjay M
AIMS/OBJECTIVE:The causes of distinct patterns of reduced cortical thickness in the common human epilepsies, detectable on neuroimaging and with important clinical consequences, are unknown. We investigated the underlying mechanisms of cortical thinning using a systems-level analysis. METHODS:Imaging-based cortical structural maps from a large-scale epilepsy neuroimaging study were overlaid with highly spatially resolved human brain gene expression data from the Allen Human Brain Atlas. Cell-type deconvolution, differential expression analysis and cell-type enrichment analyses were used to identify differences in cell-type distribution. These differences were followed up in post-mortem brain tissue from humans with epilepsy using Iba1 immunolabelling. Furthermore, to investigate a causal effect in cortical thinning, cell-type-specific depletion was used in a murine model of acquired epilepsy. RESULTS:We identified elevated fractions of microglia and endothelial cells in regions of reduced cortical thickness. Differentially expressed genes showed enrichment for microglial markers and, in particular, activated microglial states. Analysis of post-mortem brain tissue from humans with epilepsy confirmed excess activated microglia. In the murine model, transient depletion of activated microglia during the early phase of the disease development prevented cortical thinning and neuronal cell loss in the temporal cortex. Although the development of chronic seizures was unaffected, the epileptic mice with early depletion of activated microglia did not develop deficits in a non-spatial memory test seen in epileptic mice not depleted of microglia. CONCLUSIONS:These convergent data strongly implicate activated microglia in cortical thinning, representing a new dimension for concern and disease modification in the epilepsies, potentially distinct from seizure control.
PMID: 34388852
ISSN: 1365-2990
CID: 5010892