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Leveraging clinical sleep data across multiple pediatric cohorts for insights into neurodevelopment: the retrospective analysis of sleep in Pediatric (RASP) cohorts study

Gong, Naihua N; Mahat, Aditya; Ahmad, Samya; Glaze, Daniel; Maletic-Savatic, Mirjana; McGinley, Matthew; Morse, Anne Marie; Rodriguez, Alcibiades J; Thurm, Audrey; Redline, Susan; Maski, Kiran; Davis, Peter; Purcell, Shaun; Buckley, Ashura
Sleep disturbances are prominent across neurodevelopmental disorders (NDDs) and may reflect specific abnormalities in brain development and function. Overnight polysomnography (PSG) allows for detailed investigation of sleep architecture, offering a unique window into neurocircuit function. Analysis of existing pediatric PSGs from clinical studies could enhance the availability of sleep studies in pediatric patients with NDDs towards a better understanding of mechanisms underlying abnormal development in NDDs. Here, we introduce and characterize a retrospective collection of 1527 clinical pediatric overnight PSGs across five different sites. We first developed an automated stager trained on independent pediatric sleep data, which yielded better performance compared to a generic stager trained primarily on adults. Using consistent staging across cohorts, we derived a panel of EEG micro-architectural features. This unbiased approach replicated broad trajectories previously described in typically developing sleep architecture. Further, we found sleep architecture disruptions in children with Down's Syndrome (DS) that were consistent across independent cohorts. Finally, we built and evaluated a model to predict age from sleep EEG metrics, which recapitulated our previous findings of younger predicted brain age in children with DS. Altogether, by creating a resource pooled from existing clinical data we expanded the available datasets and computational resources to study sleep in pediatric populations, specifically towards a better understanding of sleep in NDDs. This Retrospective Analysis of Sleep in Pediatric (RASP) cohorts dataset, including staging annotation derived from our automated stager, is deposited at https://sleepdata.org/datasets/rasp.
PMID: 40488421
ISSN: 1550-9109
CID: 5868972

Predicting the progression of MCI and Alzheimer's disease on structural brain integrity and other features with machine learning

Mieling, Marthe; Yousuf, Mushfa; Bunzeck, Nico; ,
Machine learning (ML) on structural MRI data shows high potential for classifying Alzheimer's disease (AD) progression, but the specific contribution of brain regions, demographics, and proteinopathy remains unclear. Using Alzheimer's Disease Neuroimaging Initiative (ADNI) data, we applied an extreme gradient-boosting algorithm and SHAP (SHapley Additive exPlanations) values to classify cognitively normal (CN) older adults, those with mild cognitive impairment (MCI) and AD dementia patients. Features included structural MRI, CSF status, demographics, and genetic data. Analyses comprised one cross-sectional multi-class classification (CN vs. MCI vs. AD dementia, n = 568) and two longitudinal binary-class classifications (CN-to-MCI converters vs. CN stable, n = 92; MCI-to-AD converters vs. MCI stable, n = 378). All classifications achieved 70-77% accuracy and 61-83% precision. Key features were CSF status, hippocampal volume, entorhinal thickness, and amygdala volume, with a clear dissociation: hippocampal properties contributed to the conversion to MCI, while the entorhinal cortex characterized the conversion to AD dementia. The findings highlight explainable, trajectory-specific insights into AD progression.
PMID: 40285975
ISSN: 2509-2723
CID: 5864862

Intraoperative Evaluation of Dural Arteriovenous Fistula Obliteration Using FLOW 800 Hemodynamic Analysis

Sangwon, Karl L; Grin, Eric A; Negash, Bruck; Wiggan, Daniel D; Lapierre, Cathryn; Raz, Eytan; Shapiro, Maksim; Laufer, Ilya; Sharashidze, Vera; Rutledge, Caleb; Riina, Howard A; Oermann, Eric K; Nossek, Erez
BACKGROUND AND OBJECTIVES/OBJECTIVE:Dural arteriovenous fistula (dAVF) surgery is a microsurgical procedure that requires confirmation of obliteration using formal cerebral angiography, but the lack of intraoperative angiogram or need for postoperative angiogram in some settings necessitates a search for alternative, less invasive methods to verify surgical success. This study evaluates the use of indocyanine green videoangiography FLOW 800 hemodynamic intraoperatively during cranial and spinal dAVF obliteration to confirm obliteration and predict surgical success. METHODS:A retrospective analysis was conducted using indocyanine green videoangiography FLOW 800 to intraoperatively measure 4 hemodynamic parameters-Delay Time, Speed, Time to Peak, and Rise Time-across venous drainage regions of interest pre/post-dAVF obliteration. Univariate and multivariate statistical analyses to evaluate and visualize presurgical vs postsurgical state hemodynamic changes included nonparametric statistical tests, logistic regression, and Bayesian analysis. RESULTS:A total of 14 venous drainage regions of interest from 8 patients who had successful spinal or cranial dAVF obliteration confirmed with intraoperative digital subtraction angiography were extracted. Significant hemodynamic changes were observed after dAVF obliteration, with median Speed decreasing from 13.5 to 5.5 s-1 (P = .029) and Delay Time increasing from 2.07 to 7.86 s (P = .020). Bayesian logistic regression identified Delay Time as the strongest predictor of postsurgical state, with a 50% increase associated with 2.16 times higher odds of achieving obliteration (odds ratio = 4.59, 95% highest density interval: 1.07-19.95). Speed exhibited a trend toward a negative association with postsurgical state (odds ratio = 0.62, 95% highest density interval: 0.26-1.42). Receiver operating characteristic-area under the curve analysis using logistic regression demonstrated a score of 0.760, highlighting Delay Time and Speed as key features distinguishing preobliteration and postobliteration states. CONCLUSION/CONCLUSIONS:Our findings demonstrate that intraoperative FLOW 800 analysis reliably quantifies and visualizes immediate hemodynamic changes consistent with dAVF obliteration. Speed and Delay Time emerged as key indicators of surgical success, highlighting the potential of FLOW 800 as a noninvasive adjunct to traditional imaging techniques for confirming dAVF obliteration intraoperatively.
PMID: 40434390
ISSN: 2332-4260
CID: 5855352

Neurovascular Pathology in Intracranial Mucormycosis: Treatment by Cranial Bypass and Literature Review

Grin, Eric A; Shapiro, Maksim; Raz, Eytan; Sharashidze, Vera; Chung, Charlotte; Rutledge, Caleb; Baranoski, Jacob; Riina, Howard A; Pacione, Donato; Nossek, Erez
BACKGROUND AND IMPORTANCE/BACKGROUND:Rhino-orbital cerebral mucormycosis (ROCM) is an aggressive fungal infection involving the paranasal sinuses, orbit, and intracranial cavity, with a propensity for vascular invasion. This can lead to complications such as internal carotid artery (ICA) thrombosis and occlusion, presenting major neurosurgical challenges. Although surgical debridement and antifungal therapy are the mainstays of treatment, cases with significant neurovascular involvement require specialized intervention. We report a case of ROCM with severe flow-limiting ICA stenosis treated by direct extracranial-intracranial bypass. CLINICAL PRESENTATION/METHODS:tA 65-year-old man with diabetes presented with progressive left-sided blindness and facial numbness. Imaging revealed a left orbital mass extending into the paranasal sinuses and intracranially. Empiric antifungal therapy was started. Pathology confirmed Rhizopus species. Despite extensive surgical debridement and antifungal therapy, the patient developed progressive severe cavernous ICA stenosis, leading to watershed territory strokes. To restore cerebral perfusion, protect from distal emboli, and prepare for potential aggressive debridement, a flow-replacing direct (superficial temporal artery-middle cerebral artery (M2)) bypass was performed, and the supraclinoid carotid was trapped. Intraoperative angiography confirmed robust flow through the bypass. The patient was discharged on antifungal therapy and aspirin. At 6-month follow-up, the patient was neurologically intact with an modified Rankin Scale score of 1. Computed tomography angiography and transcranioplasty Doppler ultrasonography confirmed good flow through the bypass. CONCLUSION/CONCLUSIONS:In addition to antifungal therapy and surgical debridement, superficial temporal artery-middle cerebral artery bypass can be a lifesaving intervention in the management of ROCM with severe cerebrovascular compromise. This case highlights the critical role of cranial bypass in preserving cerebral perfusion in patients with flow-limiting ROCM-associated ICA invasion.
PMID: 40293227
ISSN: 2332-4260
CID: 5833112

Multicenter analysis of flow diversion for recurrent/persistent intracranial aneurysms after stent-assisted coiling

Salem, Mohamed M; Helal, Ahmed; Gajjar, Avi A; Sioutas, Georgios; El Naamani, Kareem; Heiferman, Daniel M; Lylyk, Ivan; Levine, Alex; Renieri, Leonardo; Monteiro, Andre; Salih, Mira; Abbas, Rawad; Abdelsalam, Ahmed; Desai, Sohum; Saber, Hamidreza; Catapano, Joshua S; Borg, Nicholas; Lanzino, Giuseppe; Brinjikji, Waleed; Tanweer, Omar; Spiotta, Alejandro M; Park, Min S; Dumont, Aaron S; Arthur, Adam S; Kim, Louis J; Levitt, Michael R; Kan, Peter; Hassan, Ameer E; Limbucci, Nicola; Colby, Geoffrey P; Wolfe, Stacey Q; Raz, Eytan; Hanel, Ricardo; Shapiro, Maskim; Siddiqui, Adnan H; Ares, William J; Ogilvy, Christopher S; Levy, Elad I; Thomas, Ajith J; Srinivasan, Visish M; Starke, Robert M; Ducruet, Andrew F; Tjoumakaris, Stavropoula I; Jankowitz, Brian; Albuquerque, Felipe C; Nelson, Peter Kim; Riina, Howard; Lylyk, Pedro; Lopes, Demetrius Klee; Jabbour, Pascal; Burkhardt, Jan Karl
BACKGROUND:Flow-diverter stents (FDS) have become the standard of care for a wide range of intracranial aneurysms, but their efficacy/safety in the context of recurrent/recanalized aneurysms following stent-assisted coiling (SAC) is not well established. We evaluate the outcomes of FDS retreatment in a large multicenter cohort. METHODS:We retrospectively analyzed data from 118 patients across 22 institutions who underwent FDS retreatment for recurrent/persistent aneurysms after SAC (2008-22). The primary outcome was angiographic occlusion status at last follow-up, categorized as complete (100%), near-complete (90-99%), or incomplete (<90%) occlusion. Secondary outcomes included procedural complications and clinical outcomes measured by the modified Rankin Scale (mRS). RESULTS:A total of 118 patients (median age 57, 74.6% female) with median follow-up of 15.3 months were identified. Complete occlusion was achieved in 62.5% and near-complete occlusion in 25%. FDS deployment within the pre-existing stent was successful in 98.3% of cases. Major complications occurred in 3.4% of cases, including postoperative aneurysmal rupture with resultant mortality (1.6%) and thromboembolic events with long-term disability (1.6%). Favorable clinical outcomes (mRS 0-2) were observed in 95.1% of patients. Wider aneurysm neck diameter was a significant predictor of incomplete occlusion (adjusted OR (aOR) 1.23 per mm, P=0.044), with male sex trending towards association with non-occlusion (aOR 3.2, P=0.07), while baseline hypertension was associated with complete occlusion (aOR 0.32, P=0.048). CONCLUSIONS:FDS treatment for recurrent/residual aneurysms after SAC represents a viable treatment option for these challenging cases with acceptable safety and reasonable occlusion rates, although lower than de novo FDS occlusion rates.
PMID: 40139781
ISSN: 1759-8486
CID: 5816182

Multiple, Recurrent, Bilateral Branch Retinal Artery Occlusions Associated with Carotid Webs

Hu, Galen Y; Zhang, Casey H; Nossek, Erez; Zhang, Cen; Rucker, Janet C; Hughes, Patrick J; Modi, Yasha S
PURPOSE/OBJECTIVE:We describe a case of bilateral, multiple, branch retinal artery occlusions (BRAO) associated with carotid webs. METHODS:A thorough chart review was conducted for the patient. Relevant literature was systematically reviewed. RESULTS:Eight cases of fibromuscular dysplasia (FMD) associated with retinal artery occlusions have been reported. Two additional cases of FMD with other ocular involvement have been described. No cases of carotid webs associated with retinal artery occlusions were found. CONCLUSION/CONCLUSIONS:Carotid webs, an uncommon variant of FMD, are a recognized causative etiology of arterial, ischemic stroke. The case described here of bilateral, multifocal BRAOs represents a unique manifestation of this variant of FMD. This diagnosis should be considered in the setting of an otherwise unrevealing BRAO workup, as recognition of this association may be sight and life-saving.
PMID: 40064033
ISSN: 1937-1578
CID: 5808232

Age-related Vascular Alterations in the Choroid Plexus: Novel Insights from Pathophysiology and Imaging Studies

Sun, Zhe; Li, Chenyang; Leitner, Dominique; Wu, Michelle; Zhang, Jiangyang; Wisniewski, Thomas; Ge, Yulin
The choroid plexus (ChP), a highly vascularized brain structure responsible for cerebrospinal fluid (CSF) production, undergoes significant age-related changes that may contribute to neurodegenerative diseases involving disrupted immune regulation, fluid homeostasis and waste clearance. Compared to other brain regions, vascular research on the ChP remains limited despite its critical role as a central interface between the blood and CSF. This review focuses on age-related vascular and structural alterations in the ChP from both histopathological and neuroimaging perspectives, and explores their impact on CSF dynamics, immune regulation, and the integrity of the blood-CSF barrier (BCSFB). Rather than shrinking, the aging ChP often enlarges due to dystrophic changes, as shown in volumetric MRI studies. Histological studies reveal epithelial degeneration, basement membrane thickening, and stromal fibrosis in the normal aging process. In dementia such as Alzheimer's disease (AD), proteomic studies have identified upregulation of AD- and immune-related proteins, along with downregulation of proteins linked to CSF clearance and metabolic support. Emerging high-resolution contrast-enhanced MRI techniques now allow in vivo visualization of microvascular changes within the ChP, shedding light on its normal and abnormal aging processes. Understanding these alterations is critical, as they may influence the onset and progression of various neurological diseases such as AD, Parkinson's disease (PD), normal pressure hydrocephalus, and amyotrophic lateral sclerosis (ALS). The recent advancements and challenges described in this study underscore the need for deeper investigation into ChP aging to inform future diagnostic and therapeutic strategies of neurodegenerative diseases.
PMCID:13437129
PMID: 40901987
ISSN: 2152-5250
CID: 6070773

Essential Components of Child Neurology Training: Program Director Consensus Recommendations

Rogers, Danny; Stone, Robert Thompson; Ream, Margie; Pearson, Rachel; Pagano, Lindsay M; Bernson-Leung, Miya Elizabeth; Troy, Elizabeth; Otallah, Scott I; Kossoff, Eric Heath; Kessler, Sudha Kilaru; Borrero-Mejias, Clarimar; Crowder, Daniel; Xixis, Kathryn Idol; Rametta, Salvatore C; Deputy, Stephen; Arya, Kapil; Nelson, Aaron; Wilson, Jenny L; McGregor, Amy; Mangum, Tara; Bain, Jennifer M; Shiloh-Malawsky, Yael; Candee, Meghan S; Gilbert, Donald L; Wollack, Jan B; Qaiser, Sharoon; Jones, Rinat; Strelzik, Jeffrey; Tiongson, Emmanuelle; Venkatesan, Charu; Goldstein, Jessica; Thamann, Anna; Agurs, Latanya D; Schreiner, Teri L; Wallace, Adam; Foster-Barber, Audrey; Gottlieb-Smith, Rachel
OBJECTIVE/UNASSIGNED:We aimed to develop a program director-derived model of essential components of child neurology residency training. METHODS/UNASSIGNED:All 79 child neurology residency programs in the United States were invited to submit a block diagram with 48 months of required rotations, the minimum clinical requirement across all approved pathways. These block diagrams were then analyzed for consensus. Program directors were anonymously surveyed regarding whether a child neurology resident could be adequately trained using the consensus curriculum if implemented in either a 4- or a 5-year training program, and whether 4 years of residency could provide adequate training. RESULTS/UNASSIGNED:Fifty of 79 residency programs (63%) submitted a block diagram (54% in pediatrics departments, 46% in neurology departments). Greater than 75% of program directors recommended the following rotations with the average number of months recommended across all program directors in parentheses: pediatric inpatient/hospital medicine (3), pediatric non-consult intensive care (3), healthy newborn (0.5), pediatric acute/emergency care (1), genetics (1), child development (1), child neurology inpatient/consults (8), child neurology general outpatient (4), child psychiatry (1), adult neurology inpatient/consults (3), neurology specialties outpatient (4), electroencephalography (2), neuroradiology (1), and electives (7). Of the program directors (53 of 79, 67%) who completed the post-survey, 87% agreed that these requirements would be adequate, and 89% agreed that child neurologists could be adequately trained for independent practice within 4 years. INTERPRETATION/UNASSIGNED:The program director consensus supports modification of existing child neurology training requirements, with general agreement that 4 years of clinical training would be adequate.
PMCID:13359169
PMID: 42563811
ISSN: 2831-3267
CID: 6070859

Stereo-EEG associated anti-GAD65 autoimmune encephalitis - A report of two cases

Steriade, Claude; Christiana, Andrew; Dane, Giovanna; Rozman, Peter A; Friedman, Daniel
We present two cases of adult-onset temporal lobe epilepsy (TLE) who underwent stereo-EEG and, within weeks of explantation, experienced subacute encephalopathy and in one patient, seizure exacerbation. Diagnostic investigations revealed low titer GAD antibodies in serum and evidence of GAD intrathecal synthesis. Immunotherapy led to improvement in one patient. We posit a role for blood brain barrier disruption in the setting of a neurosurgical procedure leading to inflammation and intrathecal synthesis of GAD antibodies. Investigations for autoimmune causes of epilepsy should be undertaken prior to SEEG in patients with no known cause of epilepsy and a suggestive electroclinical phenotype.
PMCID:12597297
PMID: 41215754
ISSN: 2589-9864
CID: 6067812

Clinical Reasoning: A Woman With Subacute Progression of Distal Upper Extremity Weakness [Case Report]

Zhao, Amanda Jin; Zakaria, Saami; Greenberg, Julia H; Singh, Baljinder; Tanji, Kurenai; Kurzweil, Arielle M; Busis, Neil A
A 65-year-old woman presented with 3 months of progressive hand weakness, initially with distal-predominant symptoms. EMG was notable for diminished amplitudes in bilateral radial nerves without evidence of conduction block and with normal sensory nerve action potentials. Anti-acetylcholine receptor and antistriated muscle antibodies were positive, but subsequent EMG did not reveal abnormalities on repetitive nerve stimulation. Muscle biopsy was performed, revealing extensive inflammatory infiltrates with significant associated fibrosis. This case discusses the approach to localization within the motor pathway and the use of serologic studies, imaging, and electrodiagnostic testing to supplement history and examination.
PMID: 40956989
ISSN: 1526-632x
CID: 6064702