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A Group 3 Medulloblastoma Stem Cell Program Is Maintained By Otx2-Mediated Alternative Splicing, Olivier Saulnier, Jamie Zagozewski, Lisa Liang, Liam D Hendrikse, Paul Layug, Victor Gordon, Kimberly A Aldinger, Parthiv Haldipur, Stephanie Borlase, Ludivine Coudière-Morrison, Ting Cai, Emma Martell, Naomi M Gonzales, Gareth Palidwor, Christopher J Porter, Stéphane Richard, Tanveer Sharif, Kathleen J Millen, Brad W Doble, Michael D Taylor, Tamra E Werbowetski-Ogilvie 2024 The Texas Medical Center Library

A Group 3 Medulloblastoma Stem Cell Program Is Maintained By Otx2-Mediated Alternative Splicing, Olivier Saulnier, Jamie Zagozewski, Lisa Liang, Liam D Hendrikse, Paul Layug, Victor Gordon, Kimberly A Aldinger, Parthiv Haldipur, Stephanie Borlase, Ludivine Coudière-Morrison, Ting Cai, Emma Martell, Naomi M Gonzales, Gareth Palidwor, Christopher J Porter, Stéphane Richard, Tanveer Sharif, Kathleen J Millen, Brad W Doble, Michael D Taylor, Tamra E Werbowetski-Ogilvie

Faculty, Staff and Students Publications

OTX2 is a transcription factor and known driver in medulloblastoma (MB), where it is amplified in a subset of tumours and overexpressed in most cases of group 3 and group 4 MB. Here we demonstrate a noncanonical role for OTX2 in group 3 MB alternative splicing. OTX2 associates with the large assembly of splicing regulators complex through protein-protein interactions and regulates a stem cell splicing program. OTX2 can directly or indirectly bind RNA and this may be partially independent of its DNA regulatory functions. OTX2 controls a pro-tumorigenic splicing program that is mirrored in human cerebellar rhombic lip origins. Among …


Cognitive Behavioral Therapy Factors Related To Outcomes In Depression Among Youth With Hiv, Betsy D Kennard, Larry K Brown, Kristin Baltrusaitis, Miriam Chernoff, Graham J Emslie, Jessica Jones, Sarah Buisson, Jaime Deville, Megan Wilkins, Amber Bunch, Chivon McMullen Jackson, Christy Beneri, David E Shapiro 2024 The Texas Medical Center Library

Cognitive Behavioral Therapy Factors Related To Outcomes In Depression Among Youth With Hiv, Betsy D Kennard, Larry K Brown, Kristin Baltrusaitis, Miriam Chernoff, Graham J Emslie, Jessica Jones, Sarah Buisson, Jaime Deville, Megan Wilkins, Amber Bunch, Chivon Mcmullen Jackson, Christy Beneri, David E Shapiro

Faculty, Staff and Students Publications

PURPOSE: This is a secondary analysis of a multi-site, cluster (site) randomized trial of the efficacy of a combined Health and Wellness Cognitive Behavior Therapy (H&W CBT) and medication management approach for depression in youth with HIV (YWH) compared to standard care. In this study, we explored the association between H&W CBT factors and depression outcomes after 24 weeks of treatment to discover treatment elements associated with symptom reduction.

METHODS: Participants (12-24 years of age) were YWH in the United States (US) diagnosed with moderate to severe depression [Quick Inventory of Depressive Symptomatology (QIDS), Clinician-Rated score ≥ 11]. Thirteen US …


Impact Of Frailty On Outcomes And Readmissions After Transcatheter And Surgical Aortic Valve Replacement In A National Cohort, Travis J Miles, Christopher T Ryan, Katie J Hogan, Bhavesh S Sayal, Christopher B Sylvester, Todd K Rosengart, Joseph S Coselli, Marc R Moon, Ravi K Ghanta, Subhasis Chatterjee 2024 The Texas Medical Center Library

Impact Of Frailty On Outcomes And Readmissions After Transcatheter And Surgical Aortic Valve Replacement In A National Cohort, Travis J Miles, Christopher T Ryan, Katie J Hogan, Bhavesh S Sayal, Christopher B Sylvester, Todd K Rosengart, Joseph S Coselli, Marc R Moon, Ravi K Ghanta, Subhasis Chatterjee

Faculty, Staff and Students Publications

OBJECTIVE: We examined the effect of frailty on in-hospital mortality, readmission rates, and hospitalization costs after transcatheter and surgical aortic valve replacement in a population-level cohort.

METHODS: The Nationwide Readmissions Database was queried for patients who underwent transcatheter or surgical aortic valve replacement during 2016-2018. Multivariate logistic regression was used to discern independent effects of frailty on outcomes. Kaplan-Meier time-to-event analysis was used to evaluate the effect of frailty on freedom from readmission.

RESULTS: A total of 243,619 patients underwent aortic valve replacement: 142,786 (58.6%) transcatheter aortic valve replacements and 100,833 (41.4%) surgical aortic valve replacements. Frail patients constituted 16,388 …


Use Of Pancreatic Endotherapy In Patients With Chronic Pancreatitis: Results From A Multicenter Cohort Study In The United States, Samuel Han, Darwin L Conwell, Jeffrey J Easler, Yunlong Yang, Dana K Andersen, William E Fisher, Evan L Fogel, Chris Forsmark, Phil A Hart, Steven J Hughes, Liang Li, Stephen J Pandol, Walter G Park, Jose Serrano, Stephen K Van Den Eeden, Santhi Swaroop Vege, Dhiraj Yadav, Consortium for the Study of Chronic Pancreatitis, Diabetes, and Pancreatic Cancer 2024 The Texas Medical Center Library

Use Of Pancreatic Endotherapy In Patients With Chronic Pancreatitis: Results From A Multicenter Cohort Study In The United States, Samuel Han, Darwin L Conwell, Jeffrey J Easler, Yunlong Yang, Dana K Andersen, William E Fisher, Evan L Fogel, Chris Forsmark, Phil A Hart, Steven J Hughes, Liang Li, Stephen J Pandol, Walter G Park, Jose Serrano, Stephen K Van Den Eeden, Santhi Swaroop Vege, Dhiraj Yadav, Consortium For The Study Of Chronic Pancreatitis, Diabetes, And Pancreatic Cancer

Faculty, Staff and Students Publications

BACKGROUND AND AIMS: Although pancreatic endotherapy (PET) is commonly used for treating adverse events of chronic pancreatitis, data on the frequency and factors associated with the use of PET are limited. Our aim was to define the use of and factors predictive for receiving PET in a well-characterized chronic pancreatitis cohort.

METHODS: This is a cross-sectional analysis of data from PROCEED, a multicenter U.S. cohort study of chronic pancreatitis. PET modalities primarily consisted of ERCP. A treatment course was defined as the number of sessions performed for a specific indication. A repeat course was defined as PET >1 year after …


Neuroscience-Based Harm Reduction Education For College Students In Portland, Or, Catriona Swallow 2024 Portland State University

Neuroscience-Based Harm Reduction Education For College Students In Portland, Or, Catriona Swallow

University Honors Theses

Harm reduction (HR) is a movement focused on reducing the harms of the opioid overdose crisis through education, advocacy, and community engagement. A key component of HR is naloxone, a medication which reverses opioid overdoses when administered. Due to increased fentanyl contamination, opioid overdose deaths have been on the rise among adolescents in the U.S and HR practices are crucially important at this point in time. In recent years, alternative curricula of HR education have included a neuroscience-based approach to the topic of substance use. While both traditional and alternative programs have had success increasing substance use literacy among adolescents, …


Psychological Pitfalls Of The Modern Percussionist: A Survey Of Coping Mechanisms For Downward Spirals In Mental Health, Andrew Naughton 2024 University of Nevada, Las Vegas

Psychological Pitfalls Of The Modern Percussionist: A Survey Of Coping Mechanisms For Downward Spirals In Mental Health, Andrew Naughton

UNLV Theses, Dissertations, Professional Papers, and Capstones

This document explores three key facets of mental health significantly impacting percussionists in both educational and professional settings: Imposter Syndrome, sleep deprivation, and stress management. The primary focus is to understand the impact of these psychological conditions on percussionists and discover effective approaches to prevent, alleviate, or manage these ailments. This document is divided into four sections. The initial section delineates the concept of “Imposter Syndrome” and discusses its various manifestations as encountered by percussionists in both educational and professional environments. The second section discusses the consequences of sleep deprivation on mental well-being when it is disregarded. The third section …


Safer: Sub-Hypergraph Attention-Based Neural Network For Predicting Effective Responses To Dose Combinations, Yi-Ching Tang, Rongbin Li, Jing Tang, W Jim Zheng, Xiaoqian Jiang 2024 The Texas Medical Center Library

Safer: Sub-Hypergraph Attention-Based Neural Network For Predicting Effective Responses To Dose Combinations, Yi-Ching Tang, Rongbin Li, Jing Tang, W Jim Zheng, Xiaoqian Jiang

Faculty, Staff and Student Publications

BACKGROUND: The potential benefits of drug combination synergy in cancer medicine are significant, yet the risks must be carefully managed due to the possibility of increased toxicity. Although artificial intelligence applications have demonstrated notable success in predicting drug combination synergy, several key challenges persist: (1) Existing models often predict average synergy values across a restricted range of testing dosages, neglecting crucial dose amounts and the mechanisms of action of the drugs involved. (2) Many graph-based models rely on static protein-protein interactions, failing to adapt to dynamic and higher-order relationships. These limitations constrain the applicability of current methods.

RESULTS: We introduce …


Application Of An Opioid Risk Assessment Tool For Patients With Pain Presenting To The Emergency Department With Drug-Seeking Behaviors, Darian L. Stephens 2024 University of Texas Health Science Center at Houston

Application Of An Opioid Risk Assessment Tool For Patients With Pain Presenting To The Emergency Department With Drug-Seeking Behaviors, Darian L. Stephens

Doctor of Nursing Practice Final Project Abstract

PURPOSE The purpose of this quality improvement project was to introduce the Screener and Opioid Assessment for Patients with Pain- Revised (SOAPP-R) tool to identify patients in the emergency department (ED) at risk for opioid abuse.

BACKGROUND The project was implemented in a 13-bed freestanding ED that can treat medical emergencies as well as provide substance abuse detoxification services.

METHODOLOGY A systematic approach that combined quantitative and qualitative data was used during the pre-implementation and implementation periods. The clinical staff was educated on the process of implementing the SOAPP-R tool. Those who were identified as at risk for opioid abuse …


Demystifying The Virtualization Process: A Call For Standard Reporting Of Virtual Modifications To Evidence-Based Psychotherapies, Using The Frame Model, Derrecka M Boykin, Tracey L Smith, Barbara Rakel, Merlyn Rodrigues, Jennie Embree, Ken Woods, Angelic D Chaison, Lilian Dindo 2024 The Texas Medical Center Library

Demystifying The Virtualization Process: A Call For Standard Reporting Of Virtual Modifications To Evidence-Based Psychotherapies, Using The Frame Model, Derrecka M Boykin, Tracey L Smith, Barbara Rakel, Merlyn Rodrigues, Jennie Embree, Ken Woods, Angelic D Chaison, Lilian Dindo

Faculty, Staff and Students Publications

The sudden onset of the coronavirus disease led to a rapid expansion of video telehealth to deliver mental healthcare. Although video telehealth was not a new clinical practice, there was limited guidance on how best to modify evidence-based psychotherapies (EBPs) for virtual delivery (a process also referred to as virtualization). The virtualization process for EBPs remains unclear as newly emerging reports on this topic do not consistently report modification decisions. This commentary calls attention to the need to improve documentation practices to allow a greater understanding of modifications needed to maximize the positive effects of EBPs transported to a virtual …


The College Campus, A Place Of Learning, And A Place Of Healing, Huma Bashir, Joshua Francis 2024 Wright State University - Main Campus

The College Campus, A Place Of Learning, And A Place Of Healing, Huma Bashir, Joshua Francis

Human Services Faculty Publications

The COVID-19 pandemic and its aftermath have precipitated a marked increase in mental health needs among college students. Lockdowns, the sudden shift to remote learning, and social distancing mandates have compounded existing challenges, highlighting a trend that has evolved over the past two decades. Despite heightened demand for mental health support, colleges struggle to meet these needs amid the emotional aftermath of COVID-19 effectively. Recognizing the pivotal role of higher education institutions in shaping future leaders and addressing and enhancing the mental well-being of the college community is imperative to foster an environment conducive to learning and healing. This paper …


The Interplay Between Gender And Duration Of Hospitalization Modulates Psychiatric Symptom Severity In Subjects With Long Covid-19, Alessio Simonetti, Antonio Restaino, Claudia Calderoni, Emanuela De Chiara, Antonio Maria D'Onofrio, Salvatore Lioniello, Giovanni Camardese, Delfina Janiri, Matteo Tosato, Francesco Landi, Gabriele Sani 2024 The Texas Medical Center Library

The Interplay Between Gender And Duration Of Hospitalization Modulates Psychiatric Symptom Severity In Subjects With Long Covid-19, Alessio Simonetti, Antonio Restaino, Claudia Calderoni, Emanuela De Chiara, Antonio Maria D'Onofrio, Salvatore Lioniello, Giovanni Camardese, Delfina Janiri, Matteo Tosato, Francesco Landi, Gabriele Sani

Faculty, Staff and Students Publications

Long COVID-19 is characterized by ongoing symptoms or prolonged or long-term complications of SARS-CoV-2 contraction which persist beyond 4 weeks from the initial onset of symptoms. Gender and duration of hospitalization (DH) are key risk factors for developing long COVID-19 syndrome, but their impact and interplay need further study. This research involved 996 long COVID-19 patients, and we compared the levels of general psychopathology, depression, agitated depression, anxiety, and medication use between hospitalized and non-hospitalized males and females. In the hospitalized patients, multivariate regressions assessed the impact of gender, DH, and the interaction of these variables. The females had higher …


Graduate Healthcare Students' Mental Health: A Pilot Study, Soriya S. Ung-Koy, Lindsay Gietzen 2024 University of the Pacific

Graduate Healthcare Students' Mental Health: A Pilot Study, Soriya S. Ung-Koy, Lindsay Gietzen

Pacific Journal of Health

This pilot study investigates the mental health of healthcare professional doctoral students, focusing on stress, anxiety, and depression, which can lead to burnout. These students are responsible for intense academic demands, personal lives, and professional careers.

This study explored student mental health in the Doctor of Medical Science (DMSc)/ Doctor of Health Science (DHSc) programs at the University of the Pacific's School of Health Sciences. The study contributes to existing literature, exploring how educational experiences impact healthcare students' mental health, behaviors, and symptoms.

The DASS-21 survey tool was utilized to assess anxiety, depression, and stress symptoms during their graduate studies. …


Self-Harm In Female Youth With Undiagnosed Adhd: Implementing American Academy Of Pediatrics Screening Guidelines, Roselie M. Woodard 2024 University of Missouri-St. Louis

Self-Harm In Female Youth With Undiagnosed Adhd: Implementing American Academy Of Pediatrics Screening Guidelines, Roselie M. Woodard

Dissertations

Attention deficit hyperactivity disorder (ADHD) is a common neurodevelopmental disorder characterized by inattention, hyperactivity, and impulsivity. If undiagnosed or untreated, ADHD can lead to severe psychosocial issues such as academic failure, substance abuse, unplanned pregnancy, and incarceration. The financial burden in the U.S. from diagnostic errors creates an immense, rising fiscal impact. Early diagnosis and management are crucial to prevent these complications.

Females with ADHD, particularly those with the inattentive subtype, often face diagnostic challenges due to symptom masking and over-compensation. This results in poorer cognitive functioning and self-esteem compared to males with ADHD. ADHD is linked to autonomic nervous …


Assessing Breast Disease With Deep Learning Model Using Bimodal Bi-View Ultrasound Images And Clinical Information, Fengping Liang, Yihua Song, Xiaoping Huang, Tong Ren, Qiao Ji, Yanan Guo, Xiang Li, Yajuan Sui, Xiaohui Xie, Lanqing Han, Yuanqing Li, Yong Ren, Zuofeng Xu 2024 The Texas Medical Center Library

Assessing Breast Disease With Deep Learning Model Using Bimodal Bi-View Ultrasound Images And Clinical Information, Fengping Liang, Yihua Song, Xiaoping Huang, Tong Ren, Qiao Ji, Yanan Guo, Xiang Li, Yajuan Sui, Xiaohui Xie, Lanqing Han, Yuanqing Li, Yong Ren, Zuofeng Xu

Faculty, Staff and Students Publications

Breast cancer is the second leading cause of carcinoma-linked death in women. We developed a multi-modal deep-learning model (BreNet) to differentiate breast cancer from benign lesions. BreNet was constructed and trained on 10,108 images from one center and tested on 3,762 images from two centers in three steps. The diagnostic ability of BreNet was first compared with that of six radiologists; a BreNet-aided scheme was constructed to improve the diagnostic ability of the radiologists; and the diagnosis of real-world radiologists' scheme was then compared with the BreNet-aided scheme. The diagnostic performance of BreNet was superior to that of the radiologists …


Prediction Of Mild Cognitive Impairment Status: Pilot Study Of Machine Learning Models Based On Longitudinal Data From Fitness Trackers, Qidi Xu, Yejin Kim, Karen Chung, Paul Schulz, Assaf Gottlieb 2024 The Texas Medical Center Library

Prediction Of Mild Cognitive Impairment Status: Pilot Study Of Machine Learning Models Based On Longitudinal Data From Fitness Trackers, Qidi Xu, Yejin Kim, Karen Chung, Paul Schulz, Assaf Gottlieb

Faculty, Staff and Student Publications

BACKGROUND: Early signs of Alzheimer disease (AD) are difficult to detect, causing diagnoses to be significantly delayed to time points when brain damage has already occurred and current experimental treatments have little effect on slowing disease progression. Tracking cognitive decline at early stages is critical for patients to make lifestyle changes and consider new and experimental therapies. Frequently studied biomarkers are invasive and costly and are limited for predicting conversion from normal to mild cognitive impairment (MCI).

OBJECTIVE: This study aimed to use data collected from fitness trackers to predict MCI status.

METHODS: In this pilot study, fitness trackers were …


A Confirmatory Factor Analysis Of The Psi-4-Sf In Parents Of Children With Autism Spectrum Disorder, Paige Weir 2024 Louisiana State University and Agricultural and Mechanical College

A Confirmatory Factor Analysis Of The Psi-4-Sf In Parents Of Children With Autism Spectrum Disorder, Paige Weir

LSU Doctoral Dissertations

The factor structure of the Parenting Stress Index - Short Form (PSI-4-SF) was evaluated among parents of children with autism spectrum disorder (ASD). Two hypotheses were tested: (1) the original PSI-4-SF model would yield an unsatisfactory fit, and (2) a three-factor alternative model would improve fit compared to the original and other models. A sample of 205 parent-child dyads was analyzed using confirmatory factor analysis (CFA) with the lavaan package in R Studio. Preliminary analyses included descriptive statistics, normality checks, and assessments of skewness and kurtosis. Results supported the first hypothesis, showing poor fit indices for the original PSI-4-SF model. …


Formative Research About Shared Decision Making In The Treatment Of Opioid Use Disorder In Pregnant Women, Ruth Jeminiwa, PhD, Fadel Dadabaev, PharmD, Heeyoung Kim, PharmD, Caroline Popielaski, PharmD, Sohyeon Park, PharmD, Meghan Gannon, PhD MSPH, Diane Abatemarco, PhD, MSW, Ronald Myers, PhD, DSW 2024 Thomas Jefferson University

Formative Research About Shared Decision Making In The Treatment Of Opioid Use Disorder In Pregnant Women, Ruth Jeminiwa, Phd, Fadel Dadabaev, Pharmd, Heeyoung Kim, Pharmd, Caroline Popielaski, Pharmd, Sohyeon Park, Pharmd, Meghan Gannon, Phd Msph, Diane Abatemarco, Phd, Msw, Ronald Myers, Phd, Dsw

College of Pharmacy Posters

Background

  • Shared Decision Making (SDM) is an evidence-based practice that involves a discussion between a health care professional and patient to reach a mutual agreed upon treatment plan.(1)
  • A recent nationally-representative study indicates that only 39% of physicians use SDM for 50% or fewer Pregnant Women with Opioid Use Disorders (PWOUD).(2)
  • Little is known about factors that affect SDM among PWOUD. This research project aimed to address this knowledge gap.


Brain-Age Prediction: Systematic Evaluation Of Site Effects, And Sample Age Range And Size, Yuetong Yu, Hao-Qi Cui, Shalaila S Haas, Faye New, Nicole Sanford, Kevin Yu, Denghuang Zhan, Guoyuan Yang, Jia-Hong Gao, Dongtao Wei, Jiang Qiu, Nerisa Banaj, Dorret I Boomsma, Alan Breier, Henry Brodaty, Randy L Buckner, Jan K Buitelaar, Dara M Cannon, Xavier Caseras, Vincent P Clark, Patricia J Conrod, Fabrice Crivello, Eveline A Crone, Udo Dannlowski, Christopher G Davey, Lieuwe de Haan, Greig I de Zubicaray, Annabella Di Giorgio, Lukas Fisch, Simon E Fisher, Barbara Franke, David C Glahn, Dominik Grotegerd, Oliver Gruber, Raquel E Gur, Ruben C Gur, Tim Hahn, Ben J Harrison, Sean Hatton, Ian B Hickie, Hilleke E Hulshoff Pol, Alec J Jamieson, Terry L Jernigan, Jiyang Jiang, Andrew J Kalnin, Sim Kang, Nicole A Kochan, Anna Kraus, Jim Lagopoulos, Luisa Lazaro, Brenna C McDonald, Colm McDonald, Katie L McMahon, Benson Mwangi, Fabrizio Piras, Raul Rodriguez-Cruces, Jessica Royer, Perminder S Sachdev, Theodore D Satterthwaite, Andrew J Saykin, Gunter Schumann, Pierluigi Sevaggi, Jordan W Smoller, Jair C Soares, Gianfranco Spalletta, Christian K Tamnes, Julian N Trollor, Dennis Van't Ent, Daniela Vecchio, Henrik Walter, Yang Wang, Bernd Weber, Wei Wen, Lara M Wierenga, Steven C R Williams, Mon-Ju Wu, Giovana B Zunta-Soares, Boris Bernhardt, Paul Thompson, Sophia Frangou, Ruiyang Ge, ENIGMA‐Lifespan Working Group 2024 The Texas Medical Center Library

Brain-Age Prediction: Systematic Evaluation Of Site Effects, And Sample Age Range And Size, Yuetong Yu, Hao-Qi Cui, Shalaila S Haas, Faye New, Nicole Sanford, Kevin Yu, Denghuang Zhan, Guoyuan Yang, Jia-Hong Gao, Dongtao Wei, Jiang Qiu, Nerisa Banaj, Dorret I Boomsma, Alan Breier, Henry Brodaty, Randy L Buckner, Jan K Buitelaar, Dara M Cannon, Xavier Caseras, Vincent P Clark, Patricia J Conrod, Fabrice Crivello, Eveline A Crone, Udo Dannlowski, Christopher G Davey, Lieuwe De Haan, Greig I De Zubicaray, Annabella Di Giorgio, Lukas Fisch, Simon E Fisher, Barbara Franke, David C Glahn, Dominik Grotegerd, Oliver Gruber, Raquel E Gur, Ruben C Gur, Tim Hahn, Ben J Harrison, Sean Hatton, Ian B Hickie, Hilleke E Hulshoff Pol, Alec J Jamieson, Terry L Jernigan, Jiyang Jiang, Andrew J Kalnin, Sim Kang, Nicole A Kochan, Anna Kraus, Jim Lagopoulos, Luisa Lazaro, Brenna C Mcdonald, Colm Mcdonald, Katie L Mcmahon, Benson Mwangi, Fabrizio Piras, Raul Rodriguez-Cruces, Jessica Royer, Perminder S Sachdev, Theodore D Satterthwaite, Andrew J Saykin, Gunter Schumann, Pierluigi Sevaggi, Jordan W Smoller, Jair C Soares, Gianfranco Spalletta, Christian K Tamnes, Julian N Trollor, Dennis Van't Ent, Daniela Vecchio, Henrik Walter, Yang Wang, Bernd Weber, Wei Wen, Lara M Wierenga, Steven C R Williams, Mon-Ju Wu, Giovana B Zunta-Soares, Boris Bernhardt, Paul Thompson, Sophia Frangou, Ruiyang Ge, Enigma‐Lifespan Working Group

Faculty, Staff and Student Publications

Structural neuroimaging data have been used to compute an estimate of the biological age of the brain (brain‐age) which has been associated with other biologically and behaviorally meaningful measures of brain development and aging. The ongoing research interest in brain‐age has highlighted the need for robust and publicly available brain‐age models pre‐trained on data from large samples of healthy individuals. To address this need we have previously released a developmental brain‐age model. Here we expand this work to develop, empirically validate, and disseminate a pre‐trained brain‐age model to cover most of the human lifespan. To achieve this, we selected the …


Bayesian Varying-Effects Vector Autoregressive Models For Inference Of Brain Connectivity Networks And Covariate Effects In Pediatric Traumatic Brain Injury, Yangfan Ren, Nathan Osborne, Christine B Peterson, Dana M DeMaster, Linda Ewing-Cobbs, Marina Vannucci 2024 The Texas Medical Center Library

Bayesian Varying-Effects Vector Autoregressive Models For Inference Of Brain Connectivity Networks And Covariate Effects In Pediatric Traumatic Brain Injury, Yangfan Ren, Nathan Osborne, Christine B Peterson, Dana M Demaster, Linda Ewing-Cobbs, Marina Vannucci

Faculty, Staff and Student Publications

In this article, we develop an analytical approach for estimating brain connectivity networks that accounts for subject heterogeneity. More specifically, we consider a novel extension of a multi-subject Bayesian vector autoregressive model that estimates group-specific directed brain connectivity networks and accounts for the effects of covariates on the network edges. We adopt a flexible approach, allowing for (possibly) nonlinear effects of the covariates on edge strength via a novel Bayesian nonparametric prior that employs a weighted mixture of Gaussian processes. For posterior inference, we achieve computational scalability by implementing a variational Bayes scheme. Our approach enables simultaneous estimation of group-specific …


Beta Activity In Human Anterior Cingulate Cortex Mediates Reward Biases, Jiayang Xiao, Joshua A Adkinson, John Myers, Anusha B Allawala, Raissa K Mathura, Victoria Pirtle, Ricardo Najera, Nicole R Provenza, Eleonora Bartoli, Andrew J Watrous, Denise Oswalt, Ron Gadot, Adrish Anand, Ben Shofty, Sanjay J Mathew, Wayne K Goodman, Nader Pouratian, Xaq Pitkow, Kelly R Bijanki, Benjamin Hayden, Sameer A Sheth 2024 The Texas Medical Center Library

Beta Activity In Human Anterior Cingulate Cortex Mediates Reward Biases, Jiayang Xiao, Joshua A Adkinson, John Myers, Anusha B Allawala, Raissa K Mathura, Victoria Pirtle, Ricardo Najera, Nicole R Provenza, Eleonora Bartoli, Andrew J Watrous, Denise Oswalt, Ron Gadot, Adrish Anand, Ben Shofty, Sanjay J Mathew, Wayne K Goodman, Nader Pouratian, Xaq Pitkow, Kelly R Bijanki, Benjamin Hayden, Sameer A Sheth

Faculty, Staff and Students Publications

The rewards that we get from our choices and actions can have a major influence on our future behavior. Understanding how reward biasing of behavior is implemented in the brain is important for many reasons, including the fact that diminution in reward biasing is a hallmark of clinical depression. We hypothesized that reward biasing is mediated by the anterior cingulate cortex (ACC), a cortical hub region associated with the integration of reward and executive control and with the etiology of depression. To test this hypothesis, we recorded neural activity during a biased judgment task in patients undergoing intracranial monitoring for …


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