Neurosciences Commons^™

Computer Vision In Osteoporotic Vertebral Fracture Risk Prediction: A Systematic Review, Anthony K Allam, Adrish Anand, Alex R Flores, Alexander E Ropper

Faculty, Staff and Students Publications

Osteoporotic vertebral fractures (OVFs) are a significant health concern linked to increased morbidity, mortality, and diminished quality of life. Traditional OVF risk assessment tools like bone mineral density (BMD) only capture a fraction of the risk profile. Artificial intelligence, specifically computer vision, has revolutionized other fields of medicine through analysis of videos, histopathology slides and radiological scans. In this review, we provide an overview of computer vision algorithms and current computer vision models used in predicting OVF risk. We highlight the clinical applications, future directions and limitations of computer vision in OVF risk prediction.

Multi-Domain Interventions For Dementia Prevention–A Systematic Review, C. B. Castro, L. M. Costa, C. Max B. Dias, J. Chen, H. Hillebrandt, Samantha L. Gardener, B. M. Brown, R. L. Loo, M. L. Garg, Stephanie R. Rainey-Smith, Ralph N. Martins, Hamid R. Sohrabi

Research outputs 2022 to 2026

Objectives: There is a growing incidence of cognitive decline and dementia associated with the ageing population. Lifestyle factors such as diet, physical activity, and cognitive activities may individually or collectively be undertaken to increase one’s odds of preventing cognitive decline and future dementia. This study will examine whether clinical trials using multidomain lifestyle intervention can significantly decrease the risk of cognitive decline and therefore dementia. Design, Setting and Participants: This systematic literature review of multidomain lifestyle interventions for the prevention of cognitive decline and dementia followed the PRISMA guidelines. Clinical trials involving multidomain intervention (i.e., diet and physical activity, or …

Glial Cell Adhesion Molecule (Glialcam) Determines Proliferative Versus Invasive Cell States In Glioblastoma, Arpan De, John M Lattier, John E Morales, Jack R Kelly, Xiaofeng Zheng, Zhihua Chen, Sumod Sebastian, Zahra Nassiri Toosi, Jason T Huse, Frederick F Lang, Joseph H Mccarty

Faculty, Staff and Student Publications

The malignant brain cancer glioblastoma (GBM) contains groups of highly invasive cells that drive tumor progression as well as recurrence after surgery and chemotherapy. The molecular mechanisms that enable these GBM cells to exit the primary mass and disperse throughout the brain remain largely unknown. Here we report using human tumor specimens and primary spheroids from male and female patients that glial cell adhesion molecule (GlialCAM), which has normal roles in brain astrocytes and is mutated in the developmental brain disorder megalencephalic leukoencephalopathy with subcortical cysts (MLC), is differentially expressed in subpopulations of GBM cells. High levels of GlialCAM promote …

Hyperleptinemia Contributes To Antipsychotic Drug-Associated Obesity And Metabolic Disorders, Shangang Zhao, Qian Lin, Wei Xiong, Li Li, Leon Straub, Dinghong Zhang, Rizaldy Zapata, Qingzhang Zhu, Xue-Nan Sun, Zhuzhen Zhang, Jan-Bernd Funcke, Chao Li, Shiuhwei Chen, Yi Zhu, Nisi Jiang, Guannan Li, Ziying Xu, Steven C Wyler, May-Yun Wang, Juli Bai, Xianlin Han, Christine M Kusminski, Ningyan Zhang, Zhiqiang An, Joel K Elmquist, Olivia Osborn, Chen Liu, Philipp E Scherer

Faculty, Staff and Students Publications

Despite their high degree of effectiveness in the management of psychiatric conditions, exposure to antipsychotic drugs, including olanzapine and risperidone, is frequently associated with substantial weight gain and the development of diabetes. Even before weight gain, a rapid rise in circulating leptin concentrations can be observed in most patients taking antipsychotic drugs. To date, the contribution of this hyperleptinemia to weight gain and metabolic deterioration has not been defined. Here, with an established mouse model that recapitulates antipsychotic drug-induced obesity and insulin resistance, we not only confirm that hyperleptinemia occurs before weight gain but also demonstrate that hyperleptinemia contributes directly …

Coregnet: Unraveling Gene Co-Regulation Networks From Public Rna-Seq Repositories Using A Beta-Binomial Statistical Model, Jiasheng Wang, Ying-Wooi Wan, Rami Al-Ouran, Meichen Huang, Zhandong Liu

Faculty, Staff and Students Publications

Millions of RNA sequencing samples have been deposited into public databases, providing a rich resource for biological research. These datasets encompass tens of thousands of experiments and offer comprehensive insights into human cellular regulation. However, a major challenge is how to integrate these experiments that acquired at different conditions. We propose a new statistical tool based on beta-binomial distributions that can construct robust gene co-regulation network (CoRegNet) across tens of thousands of experiments. Our analysis of over 12 000 experiments involving human tissues and cells shows that CoRegNet significantly outperforms existing gene co-expression-based methods. Although the majority of the genes …

Qa-Snare Syntaxin 18 Mediates Lipid Droplet Fusion With Snap23 And Sec22b, Yuhui Fu, Binbin Ding, Xiaoxia Liu, Shangang Zhao, Fang Chen, Linsen Li, Yi Zhu, Jingxuan Zhao, Zhen Yuan, Yafeng Shen, Chaofeng Yang, Mengle Shao, She Chen, Perry E Bickel, Qing Zhong

Faculty, Staff and Students Publications

Lipid droplets (LDs) are dynamic lipid storage organelles that can sense and respond to changes in systemic energy balance. The size and number of LDs are controlled by complex and delicate mechanisms, among which, whether and which SNARE proteins mediate LD fusion, and the mechanisms governing this process remain poorly understood. Here we identified a SNARE complex, syntaxin 18 (STX18)-SNAP23-SEC22B, that is recruited to LDs to mediate LD fusion. STX18 targets LDs with its transmembrane domain spanning the phospholipid monolayer twice. STX18-SNAP23-SEC22B complex drives LD fusion in adiposome lipid mixing and content mixing in vitro assays. CIDEC/FSP27 directly binds STX18, …

Tert Immunohistochemistry As A Surrogate Marker For Tert Promoter Mutations In Infiltrating Gliomas, Gillian Gordon Perue, Hao Ying, Antonio Bustillo, Lili Zhou, Carolina M Gutierrez, Hannah E Gardener, Judith Krigman, Angus Jameson, Chuanhui Dong, Tatjana Rundek, David Z Rose, Jose G Romano, Ayham Alkhachroum, Ralph L Sacco, Negar Asdaghi, Sebastian Koch

Faculty, Staff and Student Publications

BACKGROUND: Guideline-based hypertension management is integral to the prevention of stroke. We examine trends in antihypertensive medications prescribed after stroke and assess how well a prescriber's blood pressure (BP) medication choice adheres to clinical practice guidelines (BP-guideline adherence).

METHODS AND RESULTS: The FSR (Florida Stroke Registry) uses statewide data prospectively collected for all acute stroke admissions. Based on established guidelines, we defined optimal BP-guideline adherence using the following hierarchy of rules: (1) use of an angiotensin-converting enzyme inhibitor or angiotensin receptor blocker as first-line antihypertensive among diabetics; (2) use of thiazide-type diuretics or calcium channel blockers among Black patients; (3) …

A Two-Sample Mendelian Randomization Study Of Atherosclerosis And Dementia, Qiaoyun Zhang, Guangheng Wu, Xiaoyu Zhang, Sheng Wang, Youxin Wang

Research outputs 2022 to 2026

The causality between atherosclerosis and dementia remains unclear. This study aimed to explore the causal effect of atherosclerosis related indicators on dementia risk based on two-sample Mendelian randomization (MR) using summary statistics of genome-wide association studies (GWASs). The inverse variance weighted (IVW) method was performed as the main analysis, supplemented by different sensitivity analyses. Suggestive evidence indicated that peripheral arterial disease (PAD) (odds ratio (OR): 0.864, 95% confidence interval (CI): 0.797–0.937), coronary atherosclerosis (CoAS) (OR: 0.927, 95% CI: 0.860–0.998) and atherosclerosis, excluding cerebral, coronary, and PAD (ATHSCLE) (OR: 0.812, 95% CI: 0.725–0.909) were inversely associated with the risk of AD. …

Identification Of Cdk1, Pbk, And Chek1 As An Oncogenic Signature In Glioblastoma: A Bioinformatics Approach To Repurpose Dapagliflozin As A Therapeutic Agent, Harold A Chinyama, Li Wei, Ntlotlang Mokgautsi, Bashir Lawal, Alexander T H Wu, Hsu-Shan Huang

Faculty, Staff and Student Publications

Glioblastoma multiforme (GBM) is the most aggressive and lethal primary brain tumor whose median survival is less than 15 months. The current treatment regimen comprising surgical resectioning, chemotherapy with Temozolomide (TMZ), and adjuvant radiotherapy does not achieve total patient cure. Stem cells' presence and GBM tumor heterogeneity increase their resistance to TMZ, hence the poor overall survival of patients. A dysregulated cell cycle in glioblastoma enhances the rapid progression of GBM by evading senescence or apoptosis through an over-expression of cyclin-dependent kinases and other protein kinases that are the cell cycle's main regulatory proteins. Herein, we identified and validated the …

Circulating Tumor Dna Monitoring On Chemo-Immunotherapy For Risk Stratification In Advanced Non-Small Cell Lung Cancer, Bruna Pellini, Russell W Madison, Merrida A Childress, Shoshana T Miller, Ole Gjoerup, Jason Cheng, Richard S P Huang, Michael Krainock, Pratyush Gupta, Wei Zou, David S Shames, Solomon Moshkevich, Marcus Ballinger, Minetta C Liu, Amanda Young, Minu K Srivastava, Geoffrey R Oxnard, Mark A Socinski

Faculty, Staff and Student Publications

PURPOSE: Chemoimmunotherapy (chemoIO) is a prevalent first-line treatment for advanced driver-negative non-small cell lung cancer (NSCLC), with maintenance therapy given after induction. However, there is significant clinical variability in the duration, dosing, and timing of maintenance therapy after induction chemoIO. We used circulating tumor DNA (ctDNA) monitoring to inform outcomes in patients with advanced NSCLC receiving chemoIO.

EXPERIMENTAL DESIGN: This retrospective study included 221 patients from a phase III trial of atezolizumab+carboplatin+nab-paclitaxel versus carboplatin+nab-paclitaxel in squamous NSCLC (IMpower131). ctDNA monitoring used the FoundationOne Tracker involving comprehensive genomic profiling of pretreatment tumor tissue, variant selection using an algorithm to exclude nontumor …

Targeted Suppression Of Mtorc2 Reduces Seizures Across Models Of Epilepsy, James Okoh, Jacqunae Mays, Alexandre Bacq, Juan A Oses-Prieto, Stefka Tyanova, Chien-Ju Chen, Khalel Imanbeyev, Marion Doladilhe, Hongyi Zhou, Paymaan Jafar-Nejad, Alma Burlingame, Jeffrey Noebels, Stephanie Baulac, Mauro Costa-Mattioli

Faculty, Staff and Students Publications

Epilepsy is a neurological disorder that poses a major threat to public health. Hyperactivation of mTOR complex 1 (mTORC1) is believed to lead to abnormal network rhythmicity associated with epilepsy, and its inhibition is proposed to provide some therapeutic benefit. However, mTOR complex 2 (mTORC2) is also activated in the epileptic brain, and little is known about its role in seizures. Here we discover that genetic deletion of mTORC2 from forebrain neurons is protective against kainic acid-induced behavioral and EEG seizures. Furthermore, inhibition of mTORC2 with a specific antisense oligonucleotide robustly suppresses seizures in several pharmacological and genetic mouse models …

Profiles Of Resting State Functional Connectivity In Temporal Lobe Epilepsy Associated With Post-Laser Interstitial Thermal Therapy Seizure Outcomes And Semiologies, Mashaal Syed, Jingya Miao, Anish Sathe, Kichang Kang, Arichena Manmatharayan, Michael Kogan, Caio M. Matias, Ashwini Sharan, Mahdi Alizadeh

Farber Institute for Neuroscience Staff Papers and Presentations

Introduction: It is now understood that in focal epilepsy, impacted neural regions are not limited to the epileptogenic zone. As such, further investigation into the underlying functional connectivity (FC) patterns in those enduring Temporal Lobe Epilepsy (TLE) with Mesial Temporal Sclerosis (MTS) is imperative to understanding the intricacies of the disease.

Methods: The rsfMRIs of 17 healthy participants, 10 left-sided TLE-MTS patients with a pre-operative history of focal impaired awareness seizures (FIA), and 13 left-sided TLE-MTS patients with a pre-operative history of focal aware seizures (FA) were compared to determine the existence of distinct FC patterns with respect to seizure …

Voltage- And Calcium-Gated Membrane Currents Tune The Plateau Potential Properties Of Multiple Neuron Types, Curtis L Neveu, Paul Smolen, Douglas A Baxter, John H Byrne

Faculty, Staff and Student Publications

Many neurons exhibit regular firing that is limited to the duration and intensity of depolarizing stimuli. However, some neurons exhibit all-or-nothing plateau potentials that, once elicited, can lead to prolonged activity that is independent of stimulus intensity or duration. To better understand this diversity of information processing, we compared the voltage-gated and Ca2+-gated currents of three identified neurons from hermaphroditic Aplysia californica Two of these neurons, B51 and B64, generated plateau potentials and a third neuron, B8, exhibited regular firing and was incapable of generating a plateau potential. With the exception of the Ca2+-gated potassium current (I KCa), all …

Advances In Deep Brain Stimulation: From Mechanisms To Applications, Stephanie S Sandoval-Pistorius, Mallory L Hacker, Allison C Waters, Jing Wang, Nicole R Provenza, Coralie De Hemptinne, Kara A Johnson, Melanie A Morrison, Stephanie Cernera

Faculty, Staff and Students Publications

Deep brain stimulation (DBS) is an effective therapy for various neurologic and neuropsychiatric disorders, involving chronic implantation of electrodes into target brain regions for electrical stimulation delivery. Despite its safety and efficacy, DBS remains an underutilized therapy. Advances in the field of DBS, including in technology, mechanistic understanding, and applications have the potential to expand access and use of DBS, while also improving clinical outcomes. Developments in DBS technology, such as MRI compatibility and bidirectional DBS systems capable of sensing neural activity while providing therapeutic stimulation, have enabled advances in our understanding of DBS mechanisms and its application. In this …

The Functions Of Oligodendrocyte Lineage-Derived Laminins Under Homeostatic And Intracerebral Hemorrhagic Stroke Conditions, Minkyung Kang

USF Tampa Graduate Theses and Dissertations

Oligodendrocyte lineage is a glial cell population in the central nervous system. The lineage starts with oligodendrocyte precursor cells, which differentiate and mature into mature oligodendrocytes. Myelination, the major function of mature oligodendrocytes, plays a significant role for normal function of the central nervous system, and its dysfunction leads to many demyelinating diseases, such as multiple sclerosis. During the lineage progression, an extracellular matrix protein, laminin, actively regulates the cells' biology, including cell proliferation, differentiation, and myelination. However, the cellular sources of the laminin that controls oligodendrocyte lineage cells remain largely unknown. Interestingly, previous studies have shown that oligodendrocyte lineage …

A Drosophila Model Relevant To Chemotherapy-Related Cognitive Impairment, Matthew Torre, Hassan Bukhari, Vanitha Nithianandam, Camila A Zanella, Douglas A Mata, Mel B Feany

Duncan NRI Faculty and Staff Publications

Chemotherapy-related cognitive impairment (CRCI) is a common adverse effect of treatment and is characterized by deficits involving multiple cognitive domains including memory. Despite the significant morbidity of CRCI and the expected increase in cancer survivors over the coming decades, the pathophysiology of CRCI remains incompletely understood, highlighting the need for new model systems to study CRCI. Given the powerful array of genetic approaches and facile high throughput screening ability in Drosophila, our goal was to validate a Drosophila model relevant to CRCI. We administered the chemotherapeutic agents cisplatin, cyclophosphamide, and doxorubicin to adult Drosophila. Neurologic deficits were observed with all …

See Me, Hear Me, Know Me: Perspectives On Diet And Physical Activity Influences Among Teens Living In Rural Texas Communities, Debbe Thompson, Julie Miranda, Chishinga Callender, Jayna M Dave, Godlove Appiah, Salma M A Musaad

Faculty, Staff and Students Publications

Teens in rural communities are at greater risk of obesity than teens in urban areas. Diet and physical activity influence obesity risk. Understanding their perspectives is an important step in intervention design. This qualitative investigation explored teen perspectives on how living in a rural community influenced their diet and physical activity choices. Forty parent-teen pairs were recruited. Data collection included surveys and telephone interviews. This paper reports teen perspectives identified in the first interview. Thematic analysis was used to code and analyze the data. Findings revealed that the primary factor driving teens' diet and physical activity behaviors was the teens …

Tfeb And Tfe3 Control Glucose Homeostasis By Regulating Insulin Gene Expression, Adrien Pasquier, Nunzia Pastore, Luca D'Orsi, Rita Colonna, Alessandra Esposito, Veronica Maffia, Rossella De Cegli, Margherita Mutarelli, Susanna Ambrosio, Gennaro Tufano, Antonio Grimaldi, Marcella Cesana, Davide Cacchiarelli, Nathalie Delalleau, Gennaro Napolitano, Andrea Ballabio

Duncan NRI Faculty and Staff Publications

To fulfill their function, pancreatic beta cells require precise nutrient-sensing mechanisms that control insulin production. Transcription factor EB (TFEB) and its homolog TFE3 have emerged as crucial regulators of the adaptive response of cell metabolism to environmental cues. Here, we show that TFEB and TFE3 regulate beta-cell function and insulin gene expression in response to variations in nutrient availability. We found that nutrient deprivation in beta cells promoted TFEB/TFE3 activation, which resulted in suppression of insulin gene expression. TFEB overexpression was sufficient to inhibit insulin transcription, whereas beta cells depleted of both TFEB and TFE3 failed to suppress insulin gene …

Untargeted Metabolomic Analysis Investigating Links Between Unprocessed Red Meat Intake And Markers Of Inflammation, Alexis C Wood, Goncalo Graca, Meghana Gadgil, Mackenzie K Senn, Matthew A Allison, Ioanna Tzoulaki, Philip Greenland, Timothy Ebbels, Paul Elliott, Mark O Goodarzi, Russell Tracy, Jerome I Rotter, David Herrington

Faculty, Staff and Students Publications

BACKGROUND: Whether red meat consumption is associated with higher inflammation or confounded by increased adiposity remains unclear. Plasma metabolites capture the effects of diet after food is processed, digested, and absorbed, and correlate with markers of inflammation, so they can help clarify diet-health relationships.

OBJECTIVE: To identify whether any metabolites associated with red meat intake are also associated with inflammation.

METHODS: A cross-sectional analysis of observational data from older adults (52.84% women, mean age 63 ± 0.3 y) participating in the Multi-Ethnic Study of Atherosclerosis (MESA). Dietary intake was assessed by food-frequency questionnaire, alongside C-reactive protein (CRP), interleukin-2, interleukin-6, fibrinogen, …

Importance Of Health Policy And Systems Research For Strengthening Rehabilitation In Health Systems: A Call To Action To Accelerate Progress, Walter R Frontera, Wouter Degroote, Abdul Ghaffar, Health Policy & Systems Research For Rehabilitation Group

Faculty, Staff and Student Publications

No abstract provided.