Mental and Social Health Commons^™

Hippocampal Gray Matter Volume In Young Adulthood Varies With Adolescent Alcohol Use, Juliann B Purcell, Nathaniel G Harnett, Sylvie Mrug, Marc N Elliott, Susan Tortolero Emery, Mark A Schuster, David C Knight

Faculty, Staff and Student Publications

Adolescent substance use is linked with negative future outcomes (e.g., depression, anxiety, substance use disorder). Given that the brain undergoes significant maturation during adolescence, this developmental period may represent a time of particular vulnerability to substance use. Neuroimaging research has largely focused on heavy or binge patterns of substance use; thus, relatively less is known about the neural impact of a broader range of adolescent substance use. Characterizing the neural impact of a broader range of adolescent substance use may inform prevention and treatment efforts. The present study investigated relationships between adolescent substance use trajectories (i.e., alcohol, tobacco, and cannabis) …

Measuring Anxiety Among Latino Immigrant Populations: Within-Country And Between-Country Comparisons, Sumeyra Sahbaz, Ronald B Cox, Pablo Montero-Zamora, Christopher P Salas-Wright, Mildred M Maldonado-Molina, Melissa M Bates, Augusto Pérez-Gómez, Juliana Mejía-Trujillo, Saskia R Vos, Carolina Scaramutti, Patrizia A Perazzo, Maria Duque, Maria Fernanda Garcia, Eric C Brown, Seth J Schwartz

Faculty, Staff and Student Publications

Anxiety is the most prevalent mental health disorder among adults worldwide. Given its increased prevalence among migrants due to their marginalized position in the societies where they reside, psychometric evaluations of anxiety measures such as the Generalized Anxiety Disorder-7 (GAD-7) are needed for use with migrants. The present study is the first attempt to compare the structure of GAD-7 scores for (a) different Latino groups in the same country and (b) the same Latino group in two different countries. Using three samples of Mexican and Venezuelan migrants (total N = 933), we provide reliability and validity evidence of the GAD-7 …

Physical Activity And Sedentary Time Among Us Adolescents Before And During Covid-19: Findings From A Large Cohort Study, Ethan T Hunt, Keith Brazendale, Augusto C F De Moraes, Raja Malkani, Natalia I Heredia, Christopher D Pfledderer, Denver M Brown, Deanna M Hoelscher, Michael W Beets, Robert G Weaver

Faculty, Staff and Student Publications

INTRODUCTION: Evidence suggests that adolescents engage in less physical activity during the summer break. Less is known regarding physical activity during the summer months of the COVID-19 pandemic.

METHODS: Utilizing data from the Adolescent Brain Cognitive Development study, the authors examined daily activity measured by Fitbit Charge 2 devices before and after the onset of the COVID-19 pandemic during school and summer months. Linear models estimated activity during pre-COVID-19 school, pre-COVID-19 summer, COVID-19 school, and COVID-19 summer.

RESULTS: Participants (N=7,179, aged 11.96 years, 51% female, 51% White) accumulated 8,671.0 (95% CI=8,544.7; 8,797.3) steps, 32.5 (95% CI=30.8, 32.3) minutes of moderate-to-vigorous …

Increasing The Frequency Of Behavior Assessment To Reduce Physical Restraint, Breanne N. Ford

Doctor of Nursing Practice Final Project Abstract

Purpose: The purpose of this quality improvement (QI) project was to implement a system that routinely assesses for behavior changes in psychiatric patients presenting to the emergency department to improve staff intervention of escalating behaviors and decrease physical restraint use.

Background: The project was implemented in a 45-bed emergency department in a community-based hospital affiliated with a large hospital system in Houston, Texas.

Methodology: The project utilizes the Behavioral Activity Rating Scale (BARS) to assess patients' behaviors at routine intervals throughout shifts and a comfort cart that houses several non-pharmacological intervention items to use to de-escalate adverse behaviors. The staff …

Skin In The Game: A Review Of Single-Cell And Spatial Transcriptomics In Dermatological Research, Samuel Schepps, Jonathan Xu, Henry Yang, Jenna Mandel, Jaanvi Mehta, Julianna Tolotta, Nicole Baker, Volkan Tekmen, Neda Nikbakht, Paolo Fortina, Ignacia Fuentes, Bonnie Lafleur, Raymond J Cho, Andrew P South

Staff and Researcher Publications

Single-cell RNA sequencing (scRNA-seq) and spatial transcriptomics (ST) are two emerging research technologies that uniquely characterize gene expression microenvironments on a cellular or subcellular level. The skin, a clinically accessible tissue composed of diverse, essential cell populations, serves as an ideal target for these high-resolution investigative approaches. Using these tools, researchers are assembling a compendium of data and discoveries in healthy skin as well as a range of dermatologic pathophysiologies, including atopic dermatitis, psoriasis, and cutaneous malignancies. The ongoing advancement of single-cell approaches, coupled with anticipated decreases in cost with increased adoption, will reshape dermatologic research, profoundly influencing disease characterization, …

Development Of A Maturity Assessment Tool To Evaluate And Strengthen National Immunization Technical Advisory Groups (Nitags), Eliza Dryer, Abigail Shefer, Shalini Desai, Lance Rodewald, Magdalena Bastías, Nathalie El Omeiri, Sidy Ndiaye, Kori Cook, Louise Henaff, Erin Kennedy

Staff and Researcher Publications

As dozens of new National Immunization Technical Advisory Groups (NITAGs) were established worldwide in the past decade, and as existing NITAGs continued to play an important role in vaccine policy, global NITAG partners recognized a need for a standardized assessment tool to evaluate and strengthen their functions. This article describes the development of the NITAG Maturity Assessment Tool (NMAT), a stepwise evaluation tool that assesses NITAGs on seven key indicators of structure and process. A draft tool was developed through an iterative, consensus-based process with an expert working group before it was piloted with an economically and geographically diverse convenience …

Association Between Non-Injection Drug Use And Hepatitis C Infection Among Hiv-Negative Men Who Have Sex With Men, Jing Zhao, Charles Green, Christine Markham, Kayo Fujimoto, Alan G Nyitray, Lu-Yu Hwang

Faculty, Staff and Student Publications

Background: Prior research predominantly examined the association between HIV-positive men who have sex with men (MSM) or those using injection drugs and hepatitis C virus (HCV) infection. However, limited attention has been given to understanding the association among HIV-negative MSM who do not inject drugs. This gap leaves apportion of the population unexamined, potentially overlooking important factor that may contribute to the transmission and prevalence of HCV. This study aims to investigate the relationship between non-injection drug use and HCV infection in this population.

Methods: In this cross-sectional study, we analyzed data on 118 MSM who reported use of non-injection …

Preexisting Skin-Resident Cd8 And Γδ T-Cell Circuits Mediate Immune Response In Merkel Cell Carcinoma And Predict Immunotherapy Efficacy, Zachary Z Reinstein, Yue Zhang, Oscar E Ospina, Matt D Nichols, Victoria A Chu, Alvaro De Mingo Pulido, Karol Prieto, Jonathan V Nguyen, Rui Yin, Carlos Moran Segura, Ahmed Usman, Brittney Sell, Spencer Ng, Janis V De La Iglesia, Sunandana Chandra, Jeffrey A Sosman, Raymond J Cho, Jeffrey B Cheng, Ellie Ivanova, Sergei B Koralov, Robbert J C Slebos, Christine H Chung, Nikhil I Khushalani, Jane L Messina, Amod A Sarnaik, Jonathan S Zager, Vernon K Sondak, Charles Vaske, Sungjune Kim, Andrew S Brohl, Xinlei Mi, Brian G Pierce, Xuefeng Wang, Brooke L Fridley, Kenneth Y Tsai, Jaehyuk Choi

Staff and Researcher Publications

Merkel cell carcinoma (MCC) is an aggressive neuroendocrine skin cancer with a ~50% response rate to immune checkpoint blockade (ICB) therapy. To identify predictive biomarkers, we integrated bulk and single-cell RNA-seq with spatial transcriptomics from a cohort of 186 samples from 116 patients, including bulk RNA-seq from 14 matched pairs pre- and post-ICB. In non-responders, tumors show evidence of increased tumor proliferation, neuronal stem cell markers, and IL-1. Responders have increased type I/II interferons and pre-existing tissue resident (Trm) CD8 or Vδ1 γδ T cells that functionally converge with overlapping antigen-specific transcriptional programs and clonal expansion of public TCRs. Spatial …

Solubility Change Behavior Of Fluoroalkyl Ether-Tagged Dendritic Hexaphenol Under Extreme Uv Exposure, Hyun-Taek Oh, Gayoung Kim, Seok-Heon Jung, Yejin Ku, Jin-Kyun Lee, Kanghyun Kim, Byeong-Gyu Park, Sangsul Lee, Chawon Koh, Tsunehiro Nishi, Hyun-Woo Kim

Staff and Researcher Publications

This study focuses on the discovery of a single-component molecular resist for extreme ultraviolet (EUV) lithography by employing the ionizing radiation-induced decomposition of carbon–fluorine chemical bonds. The target material, DHP-L6, was synthesized by bonding perfluoroalkyl ether moieties to amorphous dendritic hexaphenol (DHP) with a high glass transition temperature. Upon exposure to EUV and electron beam irradiation, DHP-L6 films exhibited a decreasing solubility in fluorous developer media, resulting in negative-tone images. The underlying chemical mechanisms were elucidated by Fourier transform-infrared spectroscopy (FT-IR), X-ray photoelectron spectroscopy, and nanoindentation experiments. These analyses highlighted the possible electron-induced decomposition of C–F bonds in DHP-L6, leading …

Psychiatric Polygenic Risk Scores: Experience, Hope For Utility, And Concerns Among Child And Adolescent Psychiatrists, Amanda R Merner, Page M Trotter, Lauren A Ginn, Jason Bach, Katherine J Freedberg, Takahiro Soda, Eric A Storch, Stacey Pereira, Gabriel Lázaro-Muñoz

Center for Medical Ethics and Health Policy Staff Publications

Recent advances in psychiatric genetics have enabled the use of polygenic risk scores (PRS) to estimate genetic risk for psychiatric disorders. However, the potential use of PRS in child and adolescent psychiatry has raised concerns. This study provides an in-depth examination of attitudes among child and adolescent psychiatrists (CAP) regarding the use of PRS in psychiatry. We conducted semi-structured interviews with U.S.-based CAP (n=29) who possess expertise in genetics. The majority of CAP indicated that PRS have limited clinical utility in their current form and are not ready for clinical implementation. Most clinicians stated that nothing would motivate them to …

Ketamine’S Mechanism Of Action With An Emphasis On Neuroimmune Regulation: Can The Complement System Complement Ketamine’S Antidepressant Effects?, Brandi Quintanilla, Carlos A Zarate, Anilkumar Pillai

Faculty, Staff and Student Publications

Over 300 million people worldwide suffer from major depressive disorder (MDD). Unfortunately, only 30-40% of patients with MDD achieve complete remission after conventional monoamine antidepressant therapy. In recent years, ketamine has revolutionized the treatment of MDD, with its rapid antidepressant effects manifesting within a few hours as opposed to weeks with conventional antidepressants. Many research endeavors have sought to identify ketamine's mechanism of action in mood disorders; while many studies have focused on ketamine's role in glutamatergic modulation, several studies have implicated its role in regulating neuroinflammation. The complement system is an important component of the innate immune response vital …

A Potential Role For Magi-1 In The Bi-Directional Relationship Between Major Depressive Disorder And Cardiovascular Disease, Priyanka Banerjee, Khanh Chau, Sivareddy Kotla, Eleanor L Davis, Estefani Berrios Turcios, Shengyu Li, Zhang Pengzhi, Guangyu Wang, Gopi Krishna Kolluru, Abhishek Jain, John P Cooke, Junichi Abe, Nhat-Tu Le

Faculty, Staff and Student Publications

Purpose of review: Major Depressive Disorder (MDD) is characterized by persistent symptoms such as fatigue, loss of interest in activities, feelings of sadness and worthlessness. MDD often coexist with cardiovascular disease (CVD), yet the precise link between these conditions remains unclear. This review explores factors underlying the development of MDD and CVD, including genetic, epigenetic, platelet activation, inflammation, hypothalamic-pituitary-adrenal (HPA) axis activation, endothelial cell (EC) dysfunction, and blood-brain barrier (BBB) disruption.

Recent findings: Single nucleotide polymorphisms (SNPs) in the membrane-associated guanylate kinase WW and PDZ domain-containing protein 1 (MAGI-1) are associated with neuroticism and psychiatric disorders including MDD. SNPs in …

Needs Of Family Caregivers Of Hospitalised Adults With Dementia During Care Transitions: A Qualitative Study In A Us Department Of Veterans Affairs Hospital, Molly J Horstman, Tracy L Evans, Crystal Guo, Mandi Sonnenfeld, Aanand D Naik, Alan Stevens, Mark E Kunik

Faculty, Staff and Student Publications

OBJECTIVE: To identify the needs of caregivers of hospitalised adults with dementia in the hospital and during care transitions.

DESIGN: Pragmatic qualitative inquiry with semi-structured interviews.

SETTING: Michael E. DeBakey Veterans Affairs Medical Center in Houston, Texas, USA.

PARTICIPANTS: 12 family caregivers (family member (n=11); friend (n=1)) and 15 health professionals (hospital medicine physicians (n=4), inpatient nurse case managers (n=2), social workers (n=4), outpatient geriatrics providers (n=2), a primary care provider (n=1), geriatric psychiatrists (n=2)) were interviewed. Caregivers were recruited while their care recipient was hospitalised and were interviewed at least 2 weeks after the care recipient was discharged from …

The Role Of Gdf5 In Regulating Enthesopathy Development In The Hyp Mouse Model Of Xlh, Melissa Sorsby, Shaza Almardini, Ahmad Alayyat, Ashleigh Hughes, Shreya Venkat, Mansoor Rahman, Jiana Baker, Rakshya Rana, Vicki Rosen, Eva S Liu

Staff and Researcher Publications

X-linked hypophosphatemia (XLH) is caused by mutations in PHEX, leading to rickets and osteomalacia. Adults affected with XLH develop a mineralization of the bone-tendon attachment site (enthesis), called enthesopathy, which causes significant pain and impaired movement. Entheses in mice with XLH (Hyp) have enhanced bone morphogenetic protein (BMP) and Indian hedgehog (IHH) signaling. Treatment of Hyp mice with the BMP signaling blocker palovarotene attenuated BMP/IHH signaling in Hyp entheses, thus indicating that BMP signaling plays a pathogenic role in enthesopathy development and that IHH signaling is activated by BMP signaling in entheses. It was previously shown that mRNA expression of …

Discovery And Generalization Of Tissue Structures From Spatial Omics Data, Zhenqin Wu, Ayano Kondo, Monee Mcgrady, Ethan A G Baker, Benjamin Chidester, Eric Wu, Maha K Rahim, Nathan A Bracey, Vivek Charu, Raymond J Cho, Jeffrey B Cheng, Maryam Afkarian, James Zou, Aaron T Mayer, Alexandro E Trevino

Staff and Researcher Publications

Tissues are organized into anatomical and functional units at different scales. New technologies for high-dimensional molecular profiling in situ have enabled the characterization of structure-function relationships in increasing molecular detail. However, it remains a challenge to consistently identify key functional units across experiments, tissues, and disease contexts, a task that demands extensive manual annotation. Here, we present spatial cellular graph partitioning (SCGP), a flexible method for the unsupervised annotation of tissue structures. We further present a reference-query extension pipeline, SCGP-Extension, that generalizes reference tissue structure labels to previously unseen samples, performing data integration and tissue structure discovery. Our experiments demonstrate …

Metal(Loid) Uptake And Physiological Response Of Coix Lacryma-Jobi L To Soil Potentially Toxic Elements In A Polluted Metal-Mining Area, Qun Zhao, Hongyan Liu, Longhua Wu, Peter Christie, Xuewen Wang, Ghulam Rasool, Guilan Peng

Faculty, Staff and Student Publications

Coix lacryma-jobi L. is a traditional medicinal plant in east Asia and is an important crop in Guizhou province, southwest China, where there are elevated levels of soil mercury and arsenic (As). Exposure to multiple potentially toxic elements (PTEs) may affect plant accumulation of metal(loid)s and food safety in regions with high geological metal concentrations. Field experiments were conducted to study the effects of PTEs on metal(loid) accumulation and physiological response of C. lacryma in different plant parts at three pollution levels. Total root length, number of root tips, number of branches, and number of root crosses increased with increasing …

Comparative Effectiveness Research Trial For Antidepressant Incomplete And Non-Responders With Treatment Resistant Depression (Ascertain-Trd) A Randomized Clinical Trial, George I Papakostas, Madhukar H Trivedi, Richard C Shelton, Dan V Iosifescu, Michael E Thase, Manish K Jha, Sanjay J Mathew, Charles Debattista, Mehmet E Dokucu, Olga Brawman-Mintzer, Glenn W Currier, William Vaughn Mccall, Mandana Modirrousta, Matthew Macaluso, Alexander Bystritsky, Fidel Vila Rodriguez, Erik B Nelson, Albert S Yeung, Anna Feeney, Leslie C Macgregor, Thomas Carmody, Maurizio Fava

Staff and Researcher Publications

Further research is needed to help improve both the standard of care and the outcome for patients with treatment-resistant depression. A particularly critical evidence gap exists with respect to whether pharmacological or non-pharmacological augmentation is superior to antidepressant switch, or vice-versa. The objective of this study was to compare the effectiveness of augmentation with aripiprazole or repetitive transcranial magnetic stimulation versus switching to the antidepressant venlafaxine XR (or duloxetine for those not eligible to receive venlafaxine) for treatment-resistant depression. In this multi-site, 8-week, randomized, open-label study, 278 subjects (196 females and 82 males, mean age 45.6 years (SD 15.3)) with …

Past-Year Hiv Testing, Current Antiretroviral Therapy Use, And Participation In Services For People Who Inject Drugs, Itunu Sokale, Johnny Wilkerson, Paige Wermuth, Folefac Atem, Janet Burnett, Cyprian Wejnert, Salma Khuwaja, Catherine Troisi

Faculty, Staff and Student Publications

Evaluating routine HIV testing and treatment and use of services for people who inject drugs (PWID) is critical to curb the ongoing HIV epidemic. We analyzed data from the 2018 National HIV Behavioral Surveillance of PWID aged 18 years or older, recruited using respondent-driven sampling and offered anonymous HIV testing after survey. We performed bivariate and multivariable analyses with log-linked Poisson regression of the generalized linear models to examine the associations between demographics and PWID service use, past-year HIV testing, and current antiretroviral therapy (ART) use. Among 10,311 HIV-negative PWID, 56% reported past-year HIV testing, and of the 553 HIV-positive …

African American Patients Have A Higher Probability Of Cognitive Impairment After Incident Stroke: An Analysis Of National Electronic Health Record Data, Alicia Zha, Chenguang Zhang, Gen Zhu, Xinran Huang, Sahar Anjum, Yashar Talebi, Sean Savitz, Hulin Wu

Faculty, Staff and Student Publications

Background: Cognitive impairment (CI) and stroke are diseases with significant disparities in race and geography. Post stroke cognitive impairment (PSCI) can be as high as 15-70 % but few studies have utilized large administrative or electronic health records (EHR) to evaluate trends in PSCI. We utilized an EHR database to evaluate for disparities in PSCI in a large sample of patients after first recorded stroke to evaluate for disparities in race.

Methods: This is a retrospective cohort analysis of Cerner Health Facts® EHR database, which is comprised of EHR data from hundreds of hospitals/clinics in the US from 2009-2018. We …

4d Dynamic Spatial Brain Networks At Rest Linked To Cognition Show Atypical Variability And Coupling In Schizophrenia, Krishna Pusuluri, Zening Fu, Robyn Miller, Godfrey Pearlson, Peter Kochunov, Theo G M Van Erp, Armin Iraji, Vince D Calhoun

Faculty, Staff and Student Publications

Despite increasing interest in the dynamics of functional brain networks, most studies focus on the changing relationships over time between spatially static networks or regions. Here we propose an approach to study dynamic spatial brain networks in human resting state functional magnetic resonance imaging (rsfMRI) data and evaluate the temporal changes in the volumes of these 4D networks. Our results show significant volumetric coupling (i.e., synchronized shrinkage and growth) between networks during the scan, that we refer to as dynamic spatial network connectivity (dSNC). We find that several features of such dynamic spatial brain networks are associated with cognition, with …

Assessing The State Of Obesity Care: Quality, Access, Guidelines, And Standards, Lee M Kaplan, Caroline M Apovian, Jamy D Ard, David B Allison, Louis J Aronne, Rachel L Batterham, Luca Busetto, Dror Dicker, Deborah B Horn, Aaron S Kelly, Jeffrey I Mechanick, Jonathan Q Purnell, Ximena Ramos-Salas, Assessing The State Of Obesity Care Writing Group

Faculty, Staff and Student Publications

BACKGROUND: An international panel of obesity medicine experts from multiple professional organizations examined patterns of obesity care and current obesity treatment guidelines to identify areas requiring updating in response to emerging science and clinical evidence.

AIMS: The panel focused on multiple medical health and societal issues influencing effective treatment of obesity and identified several unmet needs in the definition, assessment, and care of obesity.

METHODS: The panel was held in Leesburg, Virginia in September 2019.

RESULTS: The panelists recommended addressing these unmet needs in obesity medicine through research, education, evaluation of delivery and payment of care, and updating clinical practice …

Shared Delusion: Impact On The Parent-Child Relationship, Ngozi Adaralegbe, Ayotomide Oyelakin, Omobusayo Omotayo

Faculty, Staff and Student Publications

Folie à famille, also known as shared psychotic disorder among family members, is a rare and underdiagnosed psychiatric condition. This disorder, seldom discussed in the literature, is particularly notable for its impact on clinical management and parent-child relationships. The few reported cases have predominantly focused on adult populations, leaving a significant gap in understanding how this condition manifests and affects younger individuals and family dynamics. One area that remains largely unexplored in the literature is the intersection between attachment patterns and shared psychosis, particularly in the context of parent-child relationships. Understanding this intersection is crucial, as it can provide insights …

Therapeutic Decisions And Implications In Patients With Attention Deficit Hyperactivity Disorder Versus Bipolar Disorder: Key Insights For Clinicians, Ngozi Adaralegbe, Ayotomide Oyelakin, Omobusayo Omotayo

Faculty, Staff and Student Publications

Attention deficit hyperactivity disorder (ADHD) and pediatric bipolar disorder (BD) are conditions that often manifest in childhood and can persist into adulthood. Due to the similarities in their clinical presentations, it is crucial for clinicians to have a thorough understanding of these disorders. Accurate differentiation of symptoms is essential for making precise diagnoses, as this directly influences treatment decisions and affects the overall functioning and quality of life of those impacted. Considered here is the case of a teenage male who initially presented with impulsivity and was diagnosed with ADHD. However, upon further evaluation, his diagnosis was revised to BD. …

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

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 …

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 …

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

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 …

Nfatc1 Is Required For Vitamin D- And Phosphate-Mediated Regulation Of Osteocyte Lacuno-Canalicular Remodeling, Supriya Jagga, Ashleigh Hughes, Niusha Manoochehri Arash, Melissa Sorsby, Daniel J Brooks, Paola Divieti Pajevic, Eva S Liu

Staff and Researcher Publications

Osteocytes are embedded in lacunae and connected by canaliculi (lacuno-canalicular network, LCN). Bones from mice with X-linked hypophosphatemia (Hyp), which have impaired production of 1,25 dihydroxyvitamin D (1,25D) and hypophosphatemia, have abnormal LCN structure that is improved by treatment with 1,25D or an anti-FGF23 targeting antibody, supporting roles for 1,25D and phosphate in regulating LCN remodeling. Bones from mice lacking the vitamin D receptor (VDR) in osteocytes (Vdrf/f;Dmp1Cre+) and mice lacking the sodium phosphate transporter 2a (Npt2aKO), which have low serum phosphate with high serum 1,25D, have impaired LCN organization, demonstrating that osteocyte-specific actions of 1,25D and hypophosphatemia regulate LCN …

The Impact Of Ribosome Biogenesis In Cancer: From Proliferation To Metastasis, Nitish Mittal, Faisal S Ali, Antonio Pizuorno Machado, Sean Ngo, Malek Shatila, Tomas Davee, Nirav Thosani, Vaibhav Wadhwa

Faculty, Staff and Student Publications

A proportion of patients who undergo intraoperative cholangiogram (IOC) do not have bile duct stones at the time of endoscopic retrograde cholangiopancreatography (ERCP), either due to the spontaneous passage of stones or a false-positive IOC. Glucagon has been utilized as an inexpensive tool to allow the passage of micro-choledocholithiasis to the duodenum and resolve filling defects caused by stones or air bubbles. The purpose of our study is to understand the change in diagnostic accuracy of IOC to detect choledocholithiasis with intraoperative glucagon. We conducted a retrospective study at a tertiary care center on adult patients who underwent laparoscopic cholecystectomy …