Neurology Commons^™

Formal Comment: Diagnostic Labelling Of Mental Health In Young People: Perspectives From Kenya, South Africa And Zimbabwe, Rachel Maina, Marinos Lupindo, Charmaine Nyakonda, Tara Carney, Charity Mamathuba, Christine Musyimi, Charity Somo, Eleanor Chatburn

Brain and Mind Institute

No abstract provided.

Adverse Childhood Experiences Among Kenyan Adolescents: Psychometric Properties, Prevalence Rates And Correlates, Tom Osborn, Rosine Baseke, Faith Kamau, Winnan Munyasa, Christine Wasanga, Maureen Ngesa, Victoria Mutiso, Moses Nyongesa, Jasmit Shah, Zul Merali

Brain and Mind Institute

Background: Adverse Childhood Experiences (ACEs) have been consistently linked to poor mental health outcomes, yet research on their impact in low- and middle-income countries (LMICs) settings of Africa, remains relatively unexplored. In Kenya, where childhood adversity is widespread, there is a critical need to examine the validity of ACE measures and their associations with mental ill health. This study aimed to validate the Adverse Childhood Experiences questionnaire (ACE-10) in a Kenyan adolescent sample and assess its associations with symptoms of depression and anxiety, bullying, and sociodemographic factors.

Methods: Data was collected from N = 2,842 adolescents and young …

Rhythms Of Hippocampal Function And Memory After Moderate Prenatal Alcohol Exposure, Lilliana May Sanchez

Psychology ETDs

Fetal Alcohol Spectrum Disorders involve morphologic and neurobiological abnormalities in offspring subjected to prenatal alcohol exposure. Although not as well studied as high exposure, moderate prenatal alcohol exposure represents the most common and undetected form in humans. While learning and memory deficits have been well characterized at the behavioral level in humans with Fetal Alcohol Spectrum Disorders and in animal models of moderate prenatal alcohol exposure, few studies have determined the circuit or systems level mechanisms of the behavioral deficits. A complete understanding of the neural bases of memory deficits after moderate prenatal alcohol exposure is needed to ultimately identify …

Multiple Interest Holder Perspectives Of The True Grit Sci Residential Program: A Mixed Methods Program Evaluation, Keara Mcnair

Seton Hall University Dissertations and Theses (ETDs)

Young adults with spinal cord injury (SCI) face significant challenges during the transition to adulthood, including barriers to independence, community participation, and psychosocial adjustment (Ingimarsdóttir et al., 2023; Zebracki et al., 2010). Current rehabilitation models in the United States prioritize short-term physical recovery and offer limited support for the developmental and contextual needs that shape long-term outcomes after SCI, particularly during transitions from inpatient rehabilitation to the community (Anderson et al., 2024; Bryden & Gran, 2024). Community-based programs may help address these gaps, though few have been rigorously evaluated using implementation science frameworks that attend to health equity, contextual influences, …

Unmasking Neurosyphilis: A Psychotic Presentation With A Hidden Cause, Fazal Choudhary Do, Lalitya Karra Do

Rowan-Virtua Research Day

No abstract provided.

A Global Prospective Harmonization Framework For Suicidality, Anhedonia, And Obsessive-Compulsive Symptoms In Psychiatric Genetic Studies: A Cross-Continental Study Within The Ancestral Population Network, Ana Diaz-Zuluaga, Jacey Anderberg, Ana Ramirez-Diaz, Andrea Marques, Catherine Rast, Daniel Bustamante, Deborah Jonker, Johanna Valencia-Echeverry, Stella Gichuru, Lukoye Atwoli

Internal Medicine, East Africa

This study aims to prospectively collect harmonized, quantitative, and dimensional psychiatric phenotypes (suicidality, anhedonia, and obsessive-compulsive symptoms) and information on discrimination, stigma, and unfair treatment in up to 27,500 individuals across diverse ancestries and clinical populations for genetic analysis within the NIMH Ancestral Population Network (APN). Five APN projects are participating in the current study (PUMAS-Paisa, PUMAS-NeuroGAP, KOMOGEN-D, LATINO, and SAX-II), spanning recruitment over 15 countries across the Americas, Africa, and Asia. Participants are being enrolled via the recruitment protocols specific to each participating project. The harmonized clinical battery includes the Columbia-Suicide Severity Scale, Snaith-Hamilton Pleasure Scale, and Florida Obsessive-Compulsive …

Assessing The Association Between Musculoskeletal Injury And Mental Health In Rugby Players-A Cross-Sectional Study, Mordicai Atinga, Jasmit Shah, Sarah Karanja, Mark Lumbasi, Miriam Ndungu, Sarah Kiburi, James Ondiege, Njalalle Baraza

Internal Medicine, East Africa

Background: Musculoskeletal injuries are common among athletes and can negatively affect both physical and psychological wellbeing. Beyond physical disability, injuries have been linked to poor mental health, loss of athletic identity, and increased substance use. In low- and middle-income countries (LMICs), where awareness and management of mental health remain limited, the psychological burden of sports injuries may be underrecognized. Rugby, a physically demanding contact sport, has one of the highest rates of injury, but little is known about how such injuries influence mental health and related outcomes in African contexts. This study explored the relationship between musculoskeletal injuries and health …

Investigating Tau Pathology In The Retina And Anterior Segment Structures Of The Eye In A 3-Nitropropionic Acid–Induced Tauopathy Mouse Model, Mohamed Sayed Ahmed Abdel-Kader Qasem

Theses and Dissertations

Background and Objectives: Alzheimer's disease, the most prevalent neurodegenerative disorder in older adults, is characterized by accumulation of hyperphosphorylated tau and amyloid-beta (Aβ) plaques in the central nervous system. Given the retina's shared embryological origin with the brain, its direct neural connectivity via the optic nerve, and similarities in vasculature and age-related degeneration patterns, retinal pathology may serve as an early, non-invasive biomarker for Alzheimer's disease. This study employed 3-nitropropionic acid (3NP) as a pathway-specific tauopathy model driven by mitochondrial dysfunction. The study particularly aimed to investigate whether retinal and corneal tau pathology reflects underlying tau-related neurodegeneration triggered by …

Neuroinflammation And Its Role In Depression– A Review Of Emerging Biomarkers And Therapeutic Targets, Sophia M. Valerino

Advances in Clinical Medical Research and Healthcare Delivery

Major depressive disorder (MDD) is a prevalent and debilitating mental illness that affects millions globally. Traditionally, the pathophysiology of MDD was thought to be due primarily neurotransmitter imbalances. However, emerging research highlights the role of neuroinflammation in MDD pathogenesis. Elevated levels of pro-inflammatory cytokines, microglial activation, and blood-brain barrier dysfunction have been implicated in the etiology of MDD. Additionally, biomarkers such as C-reactive protein and neuroimaging findings further support the neuroinflammatory hypothesis. This growing body of evidence has led to increased interest in novel treatment approaches, including anti-inflammatory medications and lifestyle interventions, as potential therapeutic strategies. While selective serotonin reuptake …

Nicotine Self-Administration And The Impacts On Medial Habenula And Interpeduncular Nucleus Neurophysiology, Nathan Alexander Olszewski

Theses, Dissertations and Capstones

Nicotine use is a tremendous public health issue in the United States, with over 23 million people being dependent on the substance. Low cessation rates associated with nicotine use are largely attributed to the withdrawal and craving symptoms that occur after abstinence of use from nicotine. The medial habenula (MHb) and interpeduncular nucleus (IPN) are two brain regions heavily associated and linked with nicotine withdrawal. Here, I sought to understand how these brain regions are altered in their physiology during nicotine intake. Utilizing E-Vape self-administration, mice were first taught to selfadminister nicotine of various, clinically relevant, dosages which correlate to …

Dual-Task Interaction Between Vestibular Function And Cognitive Processing Using The P300 Event-Related Potential, Laurel Elise Money-Nolan

Graduate Theses and Dissertations (2019 - present)

Previous research has established links between vestibular function and cognitive processing, aging and cognitive function, and aging and vestibular function. Theories of cognitive resource allocation discuss how cognitive resources, such as attention, are devoted towards and divided between tasks when multitasking. This dual-task study, utilizing a balance task and a listening/cognitive task, across the young- and middle-aged adult age range, aimed to evaluate potential relationships between vestibular function, cognition, and age, and to examine how cognitive resources might be allocated under dual-task conditions.

The dual-task protocol in this study utilized an oddball paradigm with tonal stimuli to measure the P300 …

Notice-Ed: Nurse Or Technician Insights Into Cognitive Evaluations In The Emergency Department, Sarah J Nessen, Anita N Chary, Annika R Bhananker, K Jane Muir, Lauren T Southerland, Kyra O'Brien, Ari B Friedman

Faculty, Staff and Students Publications

Background: Several strategies have been proposed to increase chronic cognitive impairment (CI) screening in the emergency department (ED). Our goal was to assess the feasibility and acceptability of implementing specific CI screening tools and strategies in the ED from an ED registered nurse and technician perspective.

Methods: We performed a qualitative study using semi-structured interviews with a purposive sample of ED nurses and ED technicians (EDTs). Participants worked at an urban academic hospital and were interviewed between November 2023 and March 2024. Interviews assessed participants' opinions on the feasibility and acceptability of CI screening and the use of machine learning …

Bridging Psychiatry And Rare Genetic Diseases: A Scoping Review Of Therapeutic Strategies And Diagnostic Delay Paired With Healthcare Economic Burden Analysis, Sheldon R Garrison, Isaac J Siegel, Christopher R Takala, Sarah L Vaithilingam, Gene W Yang, Anthony W Zoghbi, Madeline M Hartig, Sreya Vadapalli, Margaret E Anderson

Duncan NRI Faculty and Staff Publications

Rare genetic diseases (RDs) with primary neuropsychiatric symptoms pose unique challenges for diagnosis and management. While the majority of these RDs have neuropsychiatric symptoms that are secondary to the RD, a subset presents with primary neuropsychiatric symptoms directly linked to their underlying pathophysiology. This subset has significant unmet medical need with delayed diagnoses leading to prolonged delays in treatment optimization and the trialing of medications that fail to target the underlying pathophysiology. This comprehensive review identifies 108 RDs with central neuropsychiatric symptoms that have a 7.7-year average diagnostic delay. Optimal management strategies for these RDs typically includes non-psychotropic medications, dietary …

Definition And Classification Of Dystonia, Alberto Albanese, Kailash P Bhatia, Victor S C Fung, Mark Hallett, Joseph Jankovic, Christine Klein, Joachim K Krauss, Anthony E Lang, Jonathan W Mink, Sanjay Pandey, Jan K Teller, Marina A J Tijssen, Marie Vidailhet, H A Jinnah

Faculty, Staff and Students Publications

Dystonia is a movement disorder with varied clinical features and diverse etiologies. Here we present a revision of the 2013 consensus definition and classification of dystonia in light of subsequent publications and experience with its application during the last decade. A panel of movement disorder specialists with expertise in dystonia reviewed the original document and proposed some revision. There was broad consensus to retain the definition of dystonia with only minor clarifications to the wording. Dystonia is defined as a movement disorder characterized by sustained or intermittent abnormal movements, postures, or both. Dystonic movements and postures are typically patterned and …

Unraveling The Threads: A Case Report On Confusional Migraine And The Intricate Dance Between Psychiatry And Neurology, Mabit C. Gonzalez, Manjula Kottapalli

HCA Healthcare Journal of Medicine

Background

Migraine affects about 1 billion people worldwide and is associated with a significant negative impact on personal and occupational functioning. Migraine accompanied by aura is seen in about 15% of migraineurs. Visual aura is the most common type of aura. Much less common though are auras that involve higher mental function, such as confusional state. The confusional state may manifest with a wide variety of cortical dysfunction, such as speech impairment, increased alertness, agitation, and amnesia, often lasting longer than a typical migraine aura.

Case Presentation

The authors present the unique case of a 29-year-old patient with episodic and …

Is The Vaping Epidemic Linked To Neurologic Changes And Mental Health Diagnoses Amongst Us Adolescents?, Tracy Lin, Victoria Shwe

Rowan-Virtua Research Day

Vaping has significantly increased among U.S. adolescents, driven by the rise of e-cigarettes and flavored pods. Nicotine exposure during brain development is linked to changes in the limbic-dopaminergic system, white matter integrity, and increased risk of emotional and behavioral dysregulation. Higher rates of depression, anxiety, and suicidality are reported among adolescent users, with greater symptom severity seen in those with high vaping dependence. Though studies show correlation rather than causation, findings suggest vaping may contribute to rising mental health diagnoses. Addressing vaping’s neurological and psychological impact is critical to guiding prevention efforts, regulatory policies, and support for at-risk youth.

Is Acupuncture At The Auricular Shenmen Point Effective In Treating Anxiety?, Nicole Vaiani, Alexander King, Venkateswar Venkataraman

Rowan-Virtua Research Day

Anxiety disorders are the most prevalent mental health condition in the United States and are often managed with pharmacological interventions, which can lead to adverse side effects. As a result, alternative therapies such as acupuncture are gaining attention. This study investigates the effectiveness of auricular acupuncture, specifically targeting the Shenmen point, in reducing symptoms of anxiety. We analyzed ten randomized controlled trials that included quantitative outcome measures. The results suggest that auricular acupuncture at the Shenmen point is an effective and well-tolerated adjunctive treatment for anxiety. While further research with larger sample sizes and extended follow-up periods is warranted, these …

The Anxiolytic Effects Of Ashwagandha Supplementation In Adults With Autism Spectrum Disorder And Anxiety, Jessica Mitchell, Andrea Iannuzzelli, Wendy Aita

Rowan-Virtua Research Day

BACKGROUND: The neuroendocrine system activates the hypothalamus-pituitary-adrenal (HPA) axis during stress,1 and individuals with autism spectrum disorder (ASD) may have atypical stress responses linked to HPA axis dysregulation.2 Prolonged activation of this system increases cortisol secretion, the body’s primary stress hormone.3 Withania somnifera (Ashwagandha) is a traditional herbal remedy believed to reduce stress by modulating the HPA axis and lowering cortisol levels.5

HYPOTHESIS: Following four weeks of Ashwagandha supplementation, the treatment group is expected to exhibit reduced cortisol levels, improved Aberrant Behavior Checklist (ABC) scores, and decreased stress-related behaviors, reflecting its anxiolytic effects.

METHODS: Forty-two adult participants with ASD and …

Dyke-Davidoff-Masson Syndrome: A Rare Cause Of Drug Refractory Epilepsy In An Adult, Paresh Zanzmera, Vaidehi Chauhan, Tvisha Patel, Jaineel Patel, Ankit Dumaswala, Kinjal Shah

Tower Health Research Day

No abstract provided.

Mind Matters: How Anxiety And Depression Shape Low-Risk Prostate Cancer Active Surveillance Adherence In A Real-World Population, Zachariah Taylor, Kayla Meyer, Danielle Terrenzio, Ryan Wong, Sharon L. Larson, Stephanie Kjelstrom, Natalina Contoreggi, Laurence Belkoff, Ilia Zeltser

Jefferson Hospital Staff Papers and Presentations

PURPOSE: While the mental health impact of a prostate cancer diagnosis, including low-risk prostate cancer, is well-documented, the effect of pre-existing anxiety and/or depression on adherence to active surveillance protocols in low-risk prostate cancer patients remains unclear. This study assessed the association between prior anxiety and/or depression and active surveillance adherence in men with low-risk prostate cancer.

METHODS: We conducted a retrospective, multicenter study involving 426 men diagnosed with low-risk prostate cancer who were recommended active surveillance as the primary management strategy. Active surveillance adherence was defined by completion of both a prostate-specific antigen test and a prostate biopsy within …

Preoperative Brain Volume Loss Is Associated With Postoperative Delirium In Advanced Heart Failure Patients Supported By Left Ventricular Assist Device, Iván Murrieta-Álvarez, Jacob P Scioscia, José M Benítez-Salazar, Jason Uwaeze, Zicheng Xu, Guangyao Zheng, Shiyi Li, Vladimir Braverman, Carl P Walther, Alexis E Shafii, Camila Hochman-Mendez, Todd K Rosengart, Kenneth K Liao, Nandan K Mondal

Faculty, Staff and Students Publications

Delirium is a common neurological complication in patients with advanced heart failure (ADHF) following left ventricular assist device (LVAD) implantation, significantly impacting recovery. This study aimed to analyze non-contrast computed tomography (CT) scans of the brain in ADHF patients undergoing LVAD implantation to determine the association between pre-existing brain atrophy and postoperative delirium. A study involving 166 ADHF patients was conducted from March 2020 to July 2023. Non-contrast CT scans were analyzed using advanced quantitative neuroimaging techniques before implantation. The primary marker assessed was the lateral ventricle fraction (LVF), with secondary markers including cortical gray matter fraction (cGMF), white matter …

From Bench To Bedside: Murine Models Of Inherited And Sporadic Brain Arteriovenous Malformations, Ashely R Ricciardelli, Gael Genet, Nafiisha Genet, Samuel T Mcclugage, Peter T Kan, Karen K Hirschi, Jason E Fish, Joshua D Wythe

Faculty, Staff and Students Publications

Brain arteriovenous malformations are abnormal vascular structures in which an artery shunts high pressure blood directly to a vein without an intervening capillary bed. These lesions become highly remodeled over time and are prone to rupture. Historically, brain arteriovenous malformations have been challenging to treat, using primarily surgical approaches. Over the past few decades, the genetic causes of these malformations have been uncovered. These can be divided into (1) familial forms, such as loss of function mutations in TGF-β (BMP9/10) components in hereditary hemorrhagic telangiectasia, or (2) sporadic forms, resulting from somatic gain of function mutations in genes involved in …

Discontiguous Recurrences Of Idh-Wildtype Glioblastoma Share A Common Origin With The Initial Tumor And Are Frequently Hypermutated, Malcolm F Mcdonald, Sricharan Gopakumar, Tareq A Juratli, Ilker Y Eyüpoglu, Ganesh Rao, Jacob J Mandel, Ali Jalali

Faculty, Staff and Students Publications

Glioblastoma is the deadliest primary brain tumor, largely due to inevitable recurrence of the disease after treatment. While most recurrences are local, patients rarely present with a new discontiguous focus of glioblastoma. Little is currently known about the genetic profile of discontiguous recurrences. In our institutional database, we identified 22 patients with targeted exome sequencing of pairs of initial and recurrent IDH-wildtype glioblastoma. Recurrences were classified as contiguous or discontiguous based on the presence or absence of T2 FLAIR signal connection to the initial site of disease on MRI. Exome analysis revealed shared driver and passenger mutations between discontiguous recurrences …

Associations Between Deficit Accumulation Frailty And Baseline Markers Of Lifestyle In The Us Pointer Trial, Mark A Espeland, Yitbarek N Demesie, Kayloni Olson, Samuel N Lockhart, Sarah E Tomaszewski Farias, Maryjo L Cleveland, Christy C Tangney, Lucia Crivelli, Heather M Snyder, Michele K York, Laura D Baker, Rachel A Whitmer, Rena R Wing, Katelyn R Garcia, Kathryn E Callahan

Faculty, Staff and Students Publications

BACKGROUND: Multidomain lifestyle interventions may have the potential to slow biological aging as captured by deficit accumulation frailty indices. We describe the distribution and composition of the 49-component frailty index developed by the U.S. POINTER clinical trial team of investigators and assess its cross-sectional associations with sociodemographic factors and markers chosen to be representative of behaviors targeted by the trial's multidomain interventions.

METHODS: We draw baseline data from the 2 111 volunteers enrolled in U.S. POINTER who were ages 60-79 years and at increased risk for cognitive decline. Frailty components were grouped into 9 domains. Associations that frailty index scores …

Foxr2 Targets Lhx6+/Dlx+ Neural Lineages To Drive Central Nervous System Neuroblastoma, Selin Jessa, Antonella De Cola, Bhavyaa Chandarana, Michael Mcnicholas, Steven Hébert, Adam Ptack, Damien Faury, Jessica W Tsai, Andrey Korshunov, Timothy N Phoenix, Benjamin Ellezam, David T W Jones, Michael D Taylor, Pratiti Bandopadhayay, Manav Pathania, Nada Jabado, Claudia L Kleinman

Faculty, Staff and Students Publications

Central nervous system neuroblastoma with forkhead box R2 (FOXR2) activation (NB-FOXR2) is a high-grade tumor of the brain hemispheres and a newly identified molecular entity. Tumors express dual neuronal and glial markers, leading to frequent misdiagnoses, and limited information exists on the role of FOXR2 in their genesis. To identify their cellular origins, we profiled the transcriptomes of NB-FOXR2 tumors at the bulk and single-cell levels and integrated these profiles with large single-cell references of the normal brain. NB-FOXR2 tumors mapped to LHX6+/DLX+ lineages derived from the medial ganglionic eminence, a progenitor domain in the ventral telencephalon. In vivo prenatal …

Molecular Logic For Cellular Specializations That Initiate The Auditory Parallel Processing Pathways, Junzhan Jing, Ming Hu, Tenzin Ngodup, Qianqian Ma, Shu-Ning Natalie Lau, M Cecilia Ljungberg, Matthew J Mcginley, Laurence O Trussell, Xiaolong Jiang

Faculty, Staff and Students Publications

The cochlear nuclear complex (CN), the starting point for all central auditory processing, encompasses a suite of neuronal cell types highly specialized for neural coding of acoustic signals. However, the molecular logic governing these specializations remains unknown. By combining single-nucleus RNA sequencing and Patch-seq analysis, we reveal a set of transcriptionally distinct cell populations encompassing all previously observed types and discover multiple hitherto unknown subtypes with anatomical and physiological identity. The resulting comprehensive cell-type taxonomy reconciles anatomical position, morphological, physiological, and molecular criteria, enabling the determination of the molecular basis of the specialized cellular phenotypes in the CN. In particular, …

Modulation Of Stemness And Differentiation Regulators By Valproic Acid In Medulloblastoma Neurospheres, Natália Hogetop Freire, Alice Laschuk Herlinger, Julia Vanini, Matheus Dalmolin, Marcelo A C Fernandes, Carolina Nör, Vijay Ramaswamy, Caroline Brunetto De Farias, André Tesainer Brunetto, Algemir Lunardi Brunetto, Lauro José Gregianin, Mariane Da Cunha Jaeger, Michael D Taylor, Rafael Roesler

Faculty, Staff and Students Publications

Changes in epigenetic processes such as histone acetylation are proposed as key events influencing cancer cell function and the initiation and progression of pediatric brain tumors. Valproic acid (VPA) is an antiepileptic drug that acts partially by inhibiting histone deacetylases (HDACs) and could be repurposed as an epigenetic anticancer therapy. Here, we show that VPA reduced medulloblastoma (MB) cell viability and led to cell cycle arrest. These effects were accompanied by enhanced H3K9 histone acetylation (H3K9ac) and decreased expression of the MYC oncogene. VPA impaired the expansion of MB neurospheres enriched in stemness markers and reduced MYC while increasing TP53 …

Multimodal Wearable Intelligence For Dementia Care In Healthcare 4.0: A Survey, Po Yang, Gaoshan Bi, Jun Qi, Xulong Wang, Yun Yang, Li Da Xu

Information Technology & Decision Sciences Faculty Publications

As a new revolution of Ubiquitous Computing and Internet of Things, multimodal wearable intelligence technique is rapidly becoming a new research topic in both academic and industrial fields. Owning to the rapid spread of wearable and mobile devices, this technique is evolving healthcare from traditional hub-based systems to more personalised healthcare systems. This trend is well-aligned with recent "Healthcare 4.0" which is a continuous process of transforming the entire healthcare value chain to be preventive, precise, predictive and personalised, with significant benefits to elder care. But empowering the utility of multimodal wearable intelligence technique for elderly care like people with …

Weighted Family History Density Of Substance Use: Influence On Participant Substance Use Onset, Escalation, And Duration, Carleigh A. Litteral

Theses and Dissertations--Psychology

Substance use disorders impose a staggering toll on the United States (U.S.), straining healthcare systems, destabilizing communities, and profoundly impacting both individuals and families. Approximately one in six Americans aged 12 and older had a past-year substance use disorder in 2022 (Key Substance Use, 2022), and nearly one-third of adults experience a substance use disorder in their lifetime (Wu, 2010), contributing to an economic burden exceeding $400 billion annually (National Drug Threat Assessment, 2011). Family history of substance use disorders is a key predictor of vulnerability, with individuals who have affected relatives being 2–8 times more …

Obesity Prediction From Structural Mri Using Conformal Deep Learning With Uncertainty Quantification, W. Farzana, A. G. A. Temtam, B. Humud-Arboleda, L. Ma, M. Bean, F. Gerard Moeller, K. M. Iftekharuddin

Electrical & Computer Engineering Faculty Publications

Obesity arises from a neurobehavioral disorder in which the brain’s regulation of hunger and food intake is impaired, leading to an imbalance between energy consumption and expenditure. One key phenotype associated with obesity is body mass index (BMI). BMI is influenced by multiple causal pathways driven by behavioral, metabolic, and genetic factors. Traditional obesity prediction studies often rely on magnetic resonance imaging (MRI) voxel-based morphometry to correlate BMI with obesity-related clinical measurements and brain structure, predominantly gray matter volume (GMV). However, the altered brain regions are variable and widespread between studies, with some literature presenting contradictory results between BMI and …