Other Mental and Social Health Commons^™

Leveraging Multimodal Large Language Models For Fall Risk Reduction In Older Adults In The Home: Proposed Model Design, Justin Do, Vivaswat Suresh, Lily Zhang, Bharvi M. Chavre, Jeremy Cha, Robert S. Pugliese

SKMC Student Presentations and Publications

This research letter proposes a novel model design leveraging natively multimodal large language models to identify fall risks and generate visualizations of recommended home environmental modifications, aiming to improve the accessibility and impact of personalized fall prevention advice for older adults. Through a pilot rating study, this work demonstrates that multimodal large language models can generate safe and actionable advice to reduce fall risk in lived spaces of older adults, and also generate realistic edits based on original images. While this concept needs further testing and clinical comparison, it highlights a promising avenue for further innovation of fall prevention tactics.

Retention, Adherence, And Acceptability Testing Of A Digital Health Intervention In A 3-Group Randomized Controlled Trial For Chronic Musculoskeletal Pain, Jennifer Kawi, Chao Hsing Yeh, Lauren Grant, Xinran Huang, Hulin Wu, Chunyan Hua, Paul Christo

Faculty, Staff and Student Publications

OBJECTIVES: Evaluate a digital health intervention using Auricular Point Acupressure (APA) for chronic musculoskeletal pain in terms of participant retention, adherence, acceptability, and satisfaction. Chronic musculoskeletal pain is a global concern and there are persistent challenges in pain management. Despite the value of digital health interventions, these interventions need to be fully evaluated for feasibility.

METHODS: We conducted a 3-group, longitudinal, randomized controlled trial (RCT). After Institutional Review Board approval, we posted recruitment flyers in a university, healthcare clinics, and community settings. Participants were randomized into an in-person + app group (n = 8), virtual + app group (n = …

The Use Of Optical Coherence Tomography (Oct) And Oct Angiography In Borderline Personality Disorder Compared To Health Control Subjects, Bei Xu, Fangling Li, Zhejia Zhang, Qian Xiao

Faculty, Staff and Student Publications

BACKGROUND: Optical coherence tomography (OCT) or OCT angiography (OCTA) has been investigated in few research studies of psychiatric disorders. No research has been done using OCT or OCTA in patients with borderline personality disorder (BPD).

METHODS: OCTA measured foveal avascular zone (FAZ), macular vessel density (MVD), and peripapillary vessel density (PVD). OCT measured the peripapillary retinal fiber layer (RNFL) and central retinal thickness (CRT). The study utilized the Ottawa Self-Injury Inventory, Hamilton Anxiety Rating Scale (HAMA), and Global Assessment of Functioning (GAF) to assess the symptom characteristics of individuals with BPD.

RESULTS: Fifty-nine eyes of BPD patients and 58 eyes …

The Role Of Palliative Care Consultation In Withdrawal Of Life-Sustaining Treatment Among Icu Patients Receiving Veno-Venous Extracorporeal Membrane Oxygenation (Vv-Ecmo): A Retrospective Case-Control Study, Gabriel Patarroyo-Aponte, Saeed Shoar, Deptmer M Ashley, Ali Noorbaksh, Dev Patel, Alisha Y Young, Bindu H Akkanti, Mark T Warner, Maria M Patarroyo-Aponte, Biswajit Kar, Igor D Gregoric, Caroline Ha, Bela Patel

Faculty, Staff and Student Publications

Background: Extracorporeal membrane oxygenation (ECMO) has extended the survivability of critically ill patients beyond their unsupported prognosis and has widened the timeframe for making an informed decision about the goal of care. However, an extended time window for survival does not necessarily translate into a better outcome and the sustaining treatment is ultimately withdrawn in many patients. Emerging evidence has implicated the determining role of palliative care consult (PCC) in direction of the care that critically ill patients receive. Objective: To evaluate the impact of PCC in withdrawal of life-sustaining treatment (WOLST) among critically ill patients, who were placed on …

It's Not That We Care Less: Insights Into Health Care Utilization For Comorbid Diabetes And Depression Among Latinos, Sharon Borja, Miriam G Valdovinos, Kenia M Rivera, Natalia Giraldo-Santiago, Robin E Gearing, Luis R Torres

Faculty, Staff and Student Publications

Despite robust knowledge regarding the socio-economic and cultural factors affecting Latino* access to healthcare, limited research has explored service utilization in the context of comorbid conditions like diabetes and depression. This qualitative study, embedded in a larger mixed-methods project, aimed to investigate perceptions held by Latinos and their social support systems (i.e., family members) regarding comorbid diabetes and depression and to identify barriers and facilitators to their help-seeking behaviors and treatment engagement. Bilingual and bicultural researchers conducted eight focus groups with 94 participants in a large U.S. metropolitan area and were primarily conducted in Spanish. The participants either had a …

Balancing Honest Assessment And Compassion For Learners Experiencing Burnout: A Workshop And Feedback Tool For Clinical Teachers, Gal Barak, Dana Foradori, H Barrett Fromme, Linessa Zuniga, Andrea Dean

Faculty, Staff and Students Publications

INTRODUCTION: Burnout in medical trainees challenges their work effectiveness and impedes their ability to learn. Teachers in the clinical learning environment (CLE) are well situated to identify burnout and are often responsible for learner assessment.

METHODS: We developed a workshop to improve clinical teachers' identification and understanding of learner burnout while empowering them to provide constructive feedback and support. Building on best-practice feedback techniques and utilizing the Maslach Burnout Inventory (MBI) as a framework, we designed the GetINBurnOUT method to provide feedback and support for learners experiencing burnout. Applying Kern's six-step approach to curriculum development, we created and implemented a …

Para-Infectious Brain Injury In Covid-19 Persists At Follow-Up Despite Attenuated Cytokine And Autoantibody Responses, Benedict D Michael, Cordelia Dunai, Edward J Needham, Kukatharmini Tharmaratnam, Robyn Williams, Yun Huang, Sarah A Boardman, Jordan J Clark, Parul Sharma, Krishanthi Subramaniam, Greta K Wood, Ceryce Collie, Richard Digby, Alexander Ren, Emma Norton, Maya Leibowitz, Soraya Ebrahimi, Andrew Fower, Hannah Fox, Esteban Tato, Mark A Ellul, Geraint Sunderland, Marie Held, Claire Hetherington, Franklyn N Egbe, Alish Palmos, Kathy Stirrups, Alexander Grundmann, Anne-Cecile Chiollaz, Jean-Charles Sanchez, James P Stewart, Michael Griffiths, Tom Solomon, Gerome Breen, Alasdair J Coles, Nathalie Kingston, John R Bradley, Patrick F Chinnery, Jonathan Cavanagh, Sarosh R Irani, Angela Vincent, J Kenneth Baillie, Peter J Openshaw, Malcolm G Semple, Covid-Cns Consortium, Isaric4c Investigators, Leonie S Taams, David K Menon

Faculty, Staff and Student Publications

To understand neurological complications of COVID-19 better both acutely and for recovery, we measured markers of brain injury, inflammatory mediators, and autoantibodies in 203 hospitalised participants; 111 with acute sera (1-11 days post-admission) and 92 convalescent sera (56 with COVID-19-associated neurological diagnoses). Here we show that compared to 60 uninfected controls, tTau, GFAP, NfL, and UCH-L1 are increased with COVID-19 infection at acute timepoints and NfL and GFAP are significantly higher in participants with neurological complications. Inflammatory mediators (IL-6, IL-12p40, HGF, M-CSF, CCL2, and IL-1RA) are associated with both altered consciousness and markers of brain injury. Autoantibodies are more common …

Sexual Health And Relationship Abuse Interventions In Pediatric Primary Care: A Systematic Review, Susheel Kant Khetarpal, Sarah Tiffany-Appleton, Erin E Mickievicz, Romina L Barral, Kimberly A Randell, Jeff R Temple, Elizabeth Miller, Maya I Ragavan

Faculty, Staff and Student Publications

PURPOSE: Supporting adolescents in developing healthy relationships and promoting sexual and reproductive health (SRH) is an important responsibility of pediatric primary care providers. Less is known about evidence-based interventions in pediatric settings focused on healthy relationships and SRH.

METHODS: We conducted a systematic review to describe SRH and healthy relationship/adolescent relationship abuse (ARA) interventions for pediatric primary care over the past 20 years. Eligible articles were original research on an SRH-focused or ARA-focused intervention, conducted in-person within pediatric primary care or school-based health centers specifically for middle or high school-aged adolescents. Data abstracted from included articles included intervention description, content, …

Just-In-Time Decision Making: Preliminary Findings Of A Goals Of Care Rapid Response Team, Donna S Zhukovsky, Yvonne Heung, Parema Enriquez, Nelda Itzep, Zhanni Lu, Nico Nortje, Penny Stanton, Angelique Wong, Eduardo Bruera

Faculty, Staff and Student Publications

CONTEXT: The COVID-19 pandemic placed the issue of resource utilization front and center. Our comprehensive cancer center developed a Goals of Care Rapid Response Team (GOC RRT) to optimize resource utilization balanced with goal-concordant patient care.

OBJECTIVES: Primary study objective was to evaluate feasibility of the GOC RRT by describing the frequency of consultations that occurred from those requested. Secondary objectives included adherence to consultation processes in terms of core team member participation and preliminary efficacy in limiting care escalation.

METHODS: We conducted a retrospective chart review of patients referred to GOC RRT (3/23/2020-9/30/2020). Analysis was descriptive. Categorical variables were …

Unsheltered Homeless And Unstably Housed Adults Have Higher Levels Of Stress And More Health Risk Factors Than Sheltered Homeless Adults, Chaelin K Ra, Emily T Hébert, Adam Alexander, Darla E Kendzor, Robert Suchting, Michael S Businelle

Faculty, Staff and Student Publications

In the United States, approximately 580,000 individuals were homeless on a single night in 2020. Homelessness can be categorized into three subgroups: sheltered homeless, unsheltered homeless, and unstably housed. Few studies have examined the relations between homelessness subtypes, shelter service utilization, levels of stress experienced, and health risk factors. This study aimed to empirically examine whether shelter status the previous night was related to current stress, recent utilization of shelter-based mental health services, and current health risk factors. Data were collected at multiple homeless shelters in 2016 in the Oklahoma City area (N=575). All participants completed assessments of demographic characteristics, …

Sex-Related Differences In Violence Exposure, Neural Reactivity To Threat, And Mental Health, Heather E Dark, Nathaniel G Harnett, Danielle R Hurst, Muriah D Wheelock, Kimberly H Wood, Adam M Goodman, Sylvie Mrug, Marc N Elliott, Susan Tortolero Emery, Mark A Schuster, David C Knight

Faculty, Staff and Student Publications

The prefrontal cortex (PFC), hippocampus, and amygdala play an important role in emotional health. However, adverse life events (e.g., violence exposure) affect the function of these brain regions, which may lead to disorders such as depression and anxiety. Depression and anxiety disproportionately affect women compared to men, and this disparity may reflect sex differences in the neural processes that underlie emotion expression and regulation. The present study investigated sex differences in the relationship between violence exposure and the neural processes that underlie emotion regulation. In the present study, 200 participants completed a Pavlovian fear conditioning procedure in which cued and …

Does Attention-Deficit/Hyperactivity Disorder Increase The Risk Of Minor Blunt Head Trauma In Children?, Murat Pakyurek, Mohamed Badawy, Irma T Ugalde, Paul Ishimine, Pradip P Chaudhari, Kevan Mccarten-Gibbs, Ozra Nobari, Nathan Kuppermann, James F Holmes

Faculty, Staff and Student Publications

PROBLEM: It is unclear if attention-deficit hyperactivity disorder (ADHD) increases the risk of head trauma in children.

METHODS: We conducted a multicenter prospective observational study of children with minor blunt head trauma. Guardians were queried, and medical records were reviewed as to whether the patient had previously been diagnosed with ADHD. Enrolled patients were categorized based on their mechanism of injury, with a comparison of those with motor vehicle collision (MVC) versus non-MVC mechanisms.

FINDINGS: A total of 3410 (84%) enrolled children had ADHD status available, and 274 (8.0%; 95% confidence interval, CI: 7.1, 9.0%) had been diagnosed with ADHD. …

Emergency Department Communication In Persons Living With Dementia And Care Partners: A Scoping Review, Christopher R Carpenter, Jesseca Leggett, Fernanda Bellolio, Marian Betz, Ryan M Carnahan, David Carr, Michelle Doering, Jennie Chin Hansen, Eric D Isaacs, Deborah Jobe, Kathleen Kelly, Nancy Morrow-Howell, Beth Prusaczyk, Bob Savage, Joe Suyama, Allan S Vann, Kristin L Rising, Ula Hwang, Manish N Shah

Faculty, Staff and Student Publications

OBJECTIVES: To synthesize published research exploring emergency department (ED) communication strategies and decision-making with persons living with dementia (PLWD) and their care partners as the basis for a multistakeholder consensus conference to prioritize future research.

DESIGN: Systematic scoping review.

SETTINGS AND PARTICIPANTS: PLWD and their care partners in the ED setting.

METHODS: Informed by 2 Patient-Intervention-Comparison-Outcome (PICO) questions, we conducted systematic electronic searches of medical research databases for relevant publications following standardized methodological guidelines. The results were presented to interdisciplinary stakeholders, including dementia researchers, clinicians, PLWD, care partners, and advocacy organizations. The PICO questions included: How does communication differ for …

Nexmif Pathogenic Variants In Individuals Of Korean, Vietnamese, And Mexican Descent, Elizabeth Langley, Laura S Farach, Mary K Koenig, Hope Northrup, David F Rodriguez-Buritica, Kate Mowrey

Faculty, Staff and Student Publications

NEXMIF pathogenic variants have been known to produce a wide spectrum of X-linked intellectual disability (ID) in both males and females. Thus far, few individuals from diverse populations have been described with NEXMIF-related disorders. Herein, we report three individuals with NEXMIF pathogenic variants, the first two are the only males of Korean and Vietnamese descent described with this disorder to our knowledge. The last patient is a Hispanic female who harbors the same pathogenic variant as a previously described Caucasian individual, but with differing clinical presentation. These patients present with many classic symptoms of NEXMIF-related disorders including ID, epilepsy, developmental …

New Measures To Capture End Of Life Concerns In Huntington Disease: Meaning And Purpose And Concern With Death And Dying From Hdqlife (A Patient-Reported Outcomes Measurement System)., N E Carlozzi, N R Downing, M K Mccormack, S G Schilling, J S Perlmutter, E A Hahn, J S Lai, S Frank, K A Quaid, J S Paulsen, D Cella, S M Goodnight, J A Miner, M A Nance

Rowan-Virtua School of Osteopathic Medicine Departmental Research

PURPOSE: Huntington disease (HD) is an incurable terminal disease. Thus, end of life (EOL) concerns are common in these individuals. A quantitative measure of EOL concerns in HD would enable a better understanding of how these concerns impact health-related quality of life. Therefore, we developed new measures of EOL for use in HD.

METHODS: An EOL item pool of 45 items was field tested in 507 individuals with prodromal or manifest HD. Exploratory and confirmatory factor analyses (EFA and CFA, respectively) were conducted to establish unidimensional item pools. Item response theory (IRT) and differential item functioning analyses were applied to …

Hdqlife: Development And Assessment Of Health-Related Quality Of Life In Huntington Disease (Hd), N E Carlozzi, S G Schilling, J-S Lai, J S Paulsen, E A Hahn, J S Perlmutter, C A Ross, N R Downing, A L Kratz, M K Mccormack, M A Nance, K A Quaid, J C Stout, R C Gershon, R E Ready, J A Miner, S K Barton, S L Perlman, S M Rao, S Frank, I Shoulson, H Marin, M D Geschwind, P Dayalu, S M Goodnight, D Cella

Rowan-Virtua School of Osteopathic Medicine Departmental Research

PURPOSE: Huntington disease (HD) is a chronic, debilitating genetic disease that affects physical, emotional, cognitive, and social health. Existing patient-reported outcomes (PROs) of health-related quality of life (HRQOL) used in HD are neither comprehensive, nor do they adequately account for clinically meaningful changes in function. While new PROs examining HRQOL (i.e., Neuro-QoL-Quality of Life in Neurological Disorders and PROMIS-Patient-Reported Outcomes Measurement Information System) offer solutions to many of these shortcomings, they do not include HD-specific content, nor have they been validated in HD. HDQLIFE addresses this by validating 12 PROMIS/Neuro-QoL domains in individuals with HD and by using established PROMIS …