Neurosciences Commons^™

Discriminative Performance Of Externally Validated Dementia Risk Prediction Models: A Systematic Review And Meta-Analysis, Blossom C.M. Stephan, Jacob Brain, Kaarin J. Anstey, Tanya Buchanan, Claire V. Burley, Elissa Burton, Jennifer Dunne, Linda Errington, Matthew Gorringe, Zhongyang Guan, Bronwyn Myers, Serena Sabatini, Marc Sim, William Stephan, Eugene Yee Hing Tang, Narelle Warren, Mario Siervo

Research outputs 2022 to 2026

Background: Data on the external validation of current dementia risk prediction models has not yet been systematically synthesised. This systematic review and meta-analysis collated results from three previous reviews to evaluate the predictive discriminative performance of dementia risk models when validated in population-based settings. Methods: Embase (via Ovid), Medline (via Ovid), Scopus, and Web of Science were searched from inception to June 2022 with an updated search conducted up to November 2024. Included studies (1) had a population-based cohort design; (2) assessed incident late-life (i.e. ≥ 60 years) dementia; and (3) reported predictive performance of at least one dementia risk …

The Relationship Between Dietary Sodium Intake And Cognitive Function: A Narrative Review, Samantha L. Gardener, M. Fu, L. Morini, T. Schwartzkopff, G. Savage, R. N. Martins, S. R. Rainey-Smith

Research outputs 2022 to 2026

Purpose of Review: This narrative review provides discussion on current evidence regarding the relationship between sodium intake and cognitive function in animal and human studies, as well as potential mechanisms underlying this relationship. Recent Findings: Recent evidence suggests high sodium intake is associated with development of cognitive impairment and neural dysfunction. Additionally, studies have proposed that high sodium intake is associated with increased aggregation of Aβ-amyloid and that hypertension (for which high sodium intake is a risk factor) modulates the relationship between Aβ-amyloid and development of cognitive impairment and Alzheimer’s disease. However, while animal studies demonstrate a consistent relationship between …

Neurochemical Impact Of Psychostimulants: Longitudinal Mri Analysis Of Brain Iron Content In Children With Adhd, Hugo A.E. Morandini, Sjoerd B. Vos, Paola Chivers, Tim J. Silk, Pradeep Rao

Research outputs 2022 to 2026

Background: Attention Deficit/Hyperactivity Disorder (ADHD) is a common neurodevelopmental disorder in school-aged children and has been associated with impaired brain iron homeostasis. Evidence has shown that psychostimulant treatment may affect brain iron content in children with ADHD, however, longitudinal evidence remains limited. The present longitudinal study investigated the effect of psychostimulant treatment duration and age at treatment onset on brain iron content in children with ADHD. Methods: Neuroimaging and phenotypical data were collected from the publicly available Oregon ADHD-1000 dataset. After screening, data from 29 psychostimulant-medicated children with ADHD and 38 neurotypical children were included. Individual General Estimating Equation (GEE) …

Bivip: A Competitive Neural Network For Bilateral Visuo-Haptic Processing, Eleonore Federica Di Rosa, Aaisha Sheth, Jeffrey Min-In Yau, Laura Astolfi, Cristiano Cuppini

Faculty, Staff and Students Publications

Visuo-haptic interactions are gaining interest in perception research because of their relevance to robotics and rehabilitation. While the benefits of integrating concurrent visuo-tactile cues are well-documented, the temporal dynamics of competitive interactions between vision and touch remain less understood. Building on extant empirical evidence of unilateral intersensory switching, we ask whether bilateral detection of visual and tactile stimuli can be explained by cross-sensory competition and explore the underlying sensorineural dynamics via a multi-level neural network model. Tested against results from a speeded reaction time task to unilateral and bilateral visual, tactile, and visuo-tactile targets, the network successfully predicts higher switch …

Amyloid-Related Imaging Abnormalities Summit Special Proceedings: Cardiovascular And Stroke Considerations For Β-Amyloid Immunotherapy In Alzheimer Disease., Steven M Greenberg, Costantino Iadecola, Sherry H-Y Chou, Petrice M Cogswell, Mitchell S V Elkind, William J Hicks, Caitlin Le, Deborah A Levine, Richard Lipton, Lauren Massimo, Stephanie M Mohl, Sudha Seshadri, Heather M Snyder, Kristine Yaffe, Kori S Zachrison, Aria Summit Working Group

Neuroscience Articles

BACKGROUND: New antiamyloid therapies (AAT) for treating patients with early Alzheimer disease (AD) have become available in the past 3 years. Although AAT can be beneficial in slowing progression of AD, they also come with potentially serious side effects, particularly for patients requiring anticoagulation or thrombolysis for cardiovascular conditions. Given that most patients with AD are older and likely to have cardiovascular risk factors, there is urgent need for additional guidance for clinicians about potential risks and benefits associated with AAT for patients with cardiovascular comorbidities, best practices for management of these patients, and special considerations with respect to emergency …

Relationship Identification Between Triggers And Changes In The Brain And The Overall Human Electrophysiology During Migraines, Dominic Sandell, Jonah Dematto, Gianpiero Lara, Jasmine Rosales, Legacy Wilson, Zachary Young

Discovery Day - Daytona Beach

One of the most common neurological conditions in the world is migraines; nearly 1/4th of the working population suffers from this condition and exhibits a large variety of triggers. The current treatment method for migraine uses few different medications for all migraines, regardless of triggers. Our hypothesis is that there is a specific relationship between the triggers of migraines and the electrical changes in the brain during migraines. It is known that electrical activity in the brain occurs during migraines; it is unclear whether these changes differ across triggers. The study incorporates two different data collection methods: electrophysiological tests (Electroencephalogram …

Characterising Manual Dexterity, Motor Cortex Neuroplasticity, And Intracortical Inhibition Long After Burn Injury, Grant S. Rowe, Alecia Wood, Mark Fear, Dale W. Edgar, Aleksandra Miljevic, Tyler Osborne, Natalie Morellini, Merrilee Needham, Ann Maree Vallence, Fiona Wood

Research outputs 2022 to 2026

Purpose: Persistent motor dysfunction after burn injury may be due to altered motor cortex and corticospinal tract function. This study examined manual dexterity, motor cortex neuroplasticity, and intracortical inhibition in former burn patients 1–3 years after minor injury (<10% TBSA). Method: Thirty former burn patients (TBSA: 0.78 ± 1.08%) and 30 non-injured controls participated. Manual dexterity was assessed using the Purdue Pegboard. Transcranial magnetic stimulation (TMS) was used to measure motor cortex excitability (motor evoked potential [MEP] amplitude) and short- and long-interval intracortical inhibition (SICI, LICI) before and after paired-associative stimulation (PAS) to induce neuroplasticity. Results: Former burn patients performed worse than controls on the bimanual assembly subtest of the Purdue Pegboard. PAS did not induce changes in MEP amplitude but increased LICI in both burn patients and control participants. In burn patients, baseline LICI was related to bimanual performance differently than controls. Conclusions: These findings suggest poorer bimanual motor function persists after minor burns, and differences in the association between inhibition and bimanual dexterity between burn and control groups. Further research should explore whether targeting motor cortex inhibitory circuits can improve motor performance following burn injury

Sarcopenic Obesity And Dementia Risk: Primary Associations And Landmark Analyses Of Muscle Strength And Body Composition Trajectories, Zhongyang Guan, Blossom C.M. Stephan, Lorenzo M. Donini, Justyna Godos, Giuseppe Grosso, Leticia Radin Pereira, Carla M. Prado, Carlos J. Toro-Huamanchumo, Jonathan C.K. Wells, Marc Sim, Mario Siervo

Research outputs 2022 to 2026

Background and aims: Sarcopenic obesity (SO) has been proposed as a risk factor for cognitive impairment. Yet evidence is inconsistent and often limited by heterogeneous definitions and lack of longitudinal assessments. This study aimed to examine associations of SO with all-cause and subtype-specific dementia, and to assess dose–response patterns and how longitudinal changes in body composition and muscle strength relate to dementia risk. Methods: We included 489,972 adults (mean age 56.5 ± 8.1 years) followed for a median of 13.6 years. SO was defined using the Sarcopenic Obesity Global Leadership Initiative (SOGLI) criteria. Cox models estimated hazard ratios (HRs) for …

Musical Training Increases Anticipatory Responding And Predictive Control In Sequence Learning, Li Ann Leow, Jarrad Lum, Sara Johnson, Emily Corti, Welber Marinovic

Research outputs 2022 to 2026

Musicians demonstrate advantages in acquiring motor sequences, showing faster learning and better explicit sequence knowledge than non-musicians. However, it is unclear whether this advantage extends beyond acquisition to the consolidation phase, which is when newly learned skills stabilize and become resistant to interference. Additionally, while interference from executing competing motor tasks is well-established, less is known about whether purely sensory information presented after learning can disrupt consolidation of a bimodal motor sequence. We investigated how post-acquisition sensory interference affects performance of a learned audio-visual sequence, and whether musical training moderates this vulnerability. Participants first learned an explicit sequence in a …

Loss Of Pleasure (Anhedonia): A Sex-Dependent, Cross-Species Consequence Of Unpredictable Signals To The Perinatal Brain, Anna M. Zhou, Madison R. Tetzlaff, Laura M. Glynn, Curt A. Sandman, Hal S. Stern, Tallie Z. Baram, Elysia Poggi Davis

Psychology Faculty Articles and Research

Reward seeking is an essential component of human behavior. Anhedonia (reduced motivation for and pleasure in reward) is a core feature of several mental illnesses. Early life adversity associates with later impairments in reward behaviors and related psychopathology; however, specific aspects of early adversity that lead to disrupted reward behaviors are unknown. Capitalizing on evidence that unpredictable signals to the developing brain constitute adversity and influence neurodevelopment, we examined whether exposure to perinatal unpredictable maternal signals associated with diminished reward responsivity, and probed causality using experiments in mice. We analyzed a longitudinal human study (N=158 mother/child dyads) and a …

Online Decoding Of Rat Self-Paced Locomotion Speed From Eeg Using Recurrent Neural Networks, Alejandro De Miguel, Nelson Totah, Uri Maoz

Psychology Faculty Articles and Research

Objective. Accurate and reliable neural decoding of locomotion holds promise for advancing clinical applications such as rehabilitation and prosthetic control, as well as for understanding neural correlates of action. Recent studies have demonstrated successful decoding of locomotion kinematics across species in motorized treadmill settings. However, efforts to decode locomotion speed directly and continuously in more natural contexts—where pace is self-selected rather than externally imposed—are scarce, and those that exist generally achieve only modest accuracy and require intracranial implants. Here, we aim to decode self-paced locomotion speed non-invasively and continuously using cortex-wide electroencephalography (EEG) recordings from rats. Approach. We introduce an …

Extracellular Vesicle-Mediated Transfer Of Gsdme-Nt Pores As A Mechanism Of Inflammation Propagation, Bifeng Xiao

Master's Theses

Inflammasomes are multiprotein complexes that initiate inflammatory signaling through activation of caspase-1, cytokine maturation, and cleavage of Gasdermin D (GSDMD). Cleaved GSDMD forms membrane pores that contribute to cytokine release and pyroptotic cell death. Recent evidence suggests that extracellular vesicles (EVs) may facilitate the intercellular transfer of inflammatory mediators. This study investigated whether GSDMD N-terminal fragment (GSDMD-NT) associates with EV-enriched fractions and contributes to inflammation propagation. Doxycycline-inducible HeLa cells expressing FLAG-tagged GSDMD-NT were used to generate EV-enriched fractions. Western blot analysis detected GSDMD-NT-associated material within EV fractions, while EV marker analysis supported successful enrichment of EV-associated material. Exposure of recipient …

Statistics Of Natural Scenes Shape Contextual Modulation In The Visual Cortex, Jiakun Fu, Suhas Shrinivasan, Luca Baroni, Zhuokun Ding, Paul G Fahey, Paweł A Pierzchlewicz, Nikos Karantzas, Kayla Ponder, Rachel Froebe, Lydia Ntanavara, Taliah Muhammad, Konstantin F Willeke, Eric Wang, Zhiwei Ding, Dat Tran, Stelios Papadopoulos, Saumil Patel, Jacob Reimer, Alexander S Ecker, Xaq Pitkow, Jan Antolik, Fabian H Sinz, Ralf M Haefner, Andreas S Tolias, Katrin Franke

Faculty, Staff and Students Publications

Vision is context dependent, with neuronal responses shaped not only by local features but also by surrounding visual input. While classical studies, using grating stimuli, show that iso-oriented surrounds suppress responses more than orthogonal surrounds, the role of contextual modulation under natural stimulus conditions remains less clear. Using recordings from mouse primary visual cortex (V1), we trained convolutional neural network models to predict neuronal responses to natural images and synthesized surround stimuli that selectively suppressed or facilitated responses to optimal center inputs. In vivo experiments confirmed these predictions. Facilitatory surrounds resembled naturalistic continuations of the optimal center stimulus, consistent with …

Predicting Accumulation And Age At Onset Of Amyloid-Β From Genetic Risk And Resilience For Alzheimer's Disease, Eleanor K. O'Brien, Timothy Cox, Shane Fernandez, Pierrick Bourgeat, Tenielle Porter, Ben Goudey, James D. Doecke, Colin L. Masters, Jurgen Fripp, Kwangsik Nho, Victor L. Villemagne, Carlos Cruchaga, Christopher C. Rowe, Andrew J. Saykin, Vincent Doré, Simon M. Laws

Research outputs 2022 to 2026

Background: Accumulation of brain amyloid beta (Aβ), a key pathological hallmark of Alzheimer's disease (AD), begins decades before cognitive symptoms. Being able to predict the risk of Aβ accumulation, or the age at which Aβ exceeds a critical threshold, may enable intervention to delay or prevent onset of AD. Methods: Using published genome-wide association studies (GWASs), we developed polygenic scores (PGS) for AD risk (PGSrisk) and resilience (PGSresilience), and tested whether these predicted (i) if an individual is an Aβ accumulator (‘Accumulator Status’), and (ii) in accumulators, the age at which brain Aβ exceeds a 20 centiloid (CL) threshold (‘Age …

The Effects Of Anti-Parkinsonian Medications On Bone Mineral Density: A Systematic Review, Mícheál Ó Breasail, Motaz B. El-Leissy, Karan P. Singh, Matthew Smith, Jakub Mesinovic, Marc Sim, Andrew Evans, David Blacker, Saman Heshmat, Neil Mahant, Christian Girgis, Peter R. Ebeling, Ayse Zengin

Research outputs 2022 to 2026

IntroductionParkinson's disease (PD) is associated with elevated fracture risk, particularly at the hip. Antiparkinsonian medications have also been associated with increased fracture risk; although their direct effects on bone mineral density (BMD) remains unclear.ObjectiveInvestigate whether antiparkinsonian medications influence BMD.MethodsA systematic search of four databases (Embase, MEDLINE, APA PsycINFO, Web of Science) was conducted up to 24/11/2025 using terms related to PD, antiparkinsonian medications and bone.ResultsA total of 748 records were identified, with 543 screened following deduplication. Fourteen studies underwent full-text review, of which seven met inclusion criteria. Three studies assessed bone mineral content or surrogate measures at non-standard sites (hand …

Neuroprotective Effects Of Sorghum Polyphenol In Alzheimer’S Disease: In Vitro And In Silico Analyses, Rasheed A. Abdulraheem, Ralph N. Martins, Rajapandiyan Krishnamoorthy, Mohammad A. Alshuniaber, Prashant Bharadwaj, Zhaoyu Li, Ranil Coorey, Vijay Jayasena, Stuart K. Johnson, W. M.A.D.Binosha Fernando

Research outputs 2022 to 2026

Background/Objective: Accumulation of amyloid-beta (Aβ) senile plaques in the human brain is a major hallmark of Alzheimer’s disease (AD), which manifests as progressive decline in memory and cognitive functions and currently lacks effective disease-modifying therapies. Emerging evidence demonstrates that polyphenol-rich plant foods are potential complementary therapies for AD. Methods: In this study, we investigated crude polyphenol extracts (CPEs) and purified polyphenol extracts (PPEs) from three sorghum genotypes for their ability to inhibit Aβ42-induced toxicity in MC-65 cells. Thioflavin T fluorescence, cell viability, mitochondrial function, oxidative stress assays, and Western blotting, along with RNA sequencing and computational analyses, were used to …

Cognitive Decline In Dutch-Type Hereditary And Sporadic Cerebral Amyloid Angiopathy: A 5-Year Follow-Up Study, Rosemarie Van Dort, Vera C.J. Van Stek-Smits, Sanne E. Schriemer, Reinier G.J. Van Der Zwet, Manon R. Schipper, Sabine Voigt, Ellen P. Hart, Vandhana Easwaran, Hamid R. Sohrabi, Kevin Taddei, Samantha L. Gardener, Ralph N. Martins, Steven M. Greenberg, Matthias J.P. Van Osch, Marianne A.A. Van Walderveen, Marieke J.H. Wermer, Ellis S. Van Etten

Research outputs 2022 to 2026

Introduction: Cerebral amyloid angiopathy (CAA) is associated with cognitive impairment, but its longitudinal course of cognitive decline remains unclear. We investigated domain-specific cognitive trajectories in Dutch-type hereditary (D-CAA) and sporadic CAA (sCAA) to compare patterns and rates of decline. Methods: We included 181 participants – 93 D-CAA mutation carriers (59 without, 34 with prior intracerebral hemorrhage [ICH]) and 88 with sCAA (57 without, 31 with ICH) – who underwent annual neuropsychological assessment. Longitudinal change in global cognition, memory, processing speed, and executive function was analyzed using linear mixed models. Results: Over 5 years, cognitive decline was subtle but measurable. Memory …

Challenge-Based Ex Vivo Immune Profiling Reveals Stimulus-Dependent Peripheral Immune Reprogramming In Alzheimer's Disease, C. A. Naranjo-Galvis, Jovanny Zabaleta, Ney Alliey Rodriguez, Luisa Matilde Salamanca-Duque

School of Medicine Publications

Altered immune function is increasingly recognized as a contributor to Alzheimer's disease (AD); however, it remains unclear whether peripheral immune alterations reflect constitutive inflammation or stimulus-dependent changes in immune responsiveness. Addressing this distinction is critical for understanding immune dysregulation in neurodegenerative diseases. In this study, we applied a challenge-based ex vivo immune profiling approach to characterize functional immune responsiveness in patients with AD and in cognitively healthy older adults. Peripheral blood mononuclear cells were exposed to defined innate, antigenic, and mitogenic stimuli, and cytokine and β-amyloid (Aβ) responses were quantified in culture supernatants. Diagnosis-by-stimulus interaction effects were assessed using generalized …

Patient Activation Measures Among Individuals With Epilepsy: A Cross-Sectional Study Of An Arabic-Speaking Population, Ghada M. Abbas, Abeer A. Khoja, Haythum O. Tayeb, Nagham S. Alsolaimani, Ibrahim M. Aldurayhim, Saher F. Alqarni

Neurosciences

Objectives: To examine patient activation levels among Arabic-speaking adults with epilepsy and to explore their associations with selected clinical and sociodemographic variables.

Methods: We conducted a cross-sectional study of 109 adult patients with confirmed epilepsy between December 2023 and October 2025. Data were collected during outpatient clinic visits, with additional information obtained through telephone contact when necessary. A sample size estimate indicated that at least 96 participants were required to achieve 80% statistical power. Patient activation was assessed using the validated Arabic version of the 13-item Patient Activation Measure (PAM-13). The variables examined included seizure type, medication regimen (monotherapy versus …

Antiseizure Drug Adherence In Pediatric Patients With Epilepsy And The Associated Factors In Saudi Arabia, Ola A Shawky, Shaima A Althoubaiti, Reham M Alkahtani, Amirah S Alharthi

Neurosciences

Objectives: To assess the prevalence of adherence to antiseizure medications and related factors in Saudi Arabia. Pediatric epilepsy presents significant challenges to the well-being and quality of life of children. Adherence to antiseizure medication is associated with better outcomes.

Methods: This study was carried out using a cross-sectional methodology to determine the prevalence of antiseizure medication adherence among children with epilepsy aged ≤ 17 years in Saudi Arabia. Data were collected between July and September 2024 via an online self-administered questionnaire, using convenience sampling through social platforms (Telegram and WhatsApp). Medication adherence was assessed using the MMAS-8 and categorized as …