Medicine and Health Sciences Commons^™

Training Set Augmentation And Harmonization Enables Radiomic Models To Detect Early Onset Of Lung Cancer, Claire Huchthausen, Menglin Shi, Gabriel L.A. Sousa, James Larner, Einsley Janowski, Jonathan Colen, Krishni Wijesooriya

Data Science Faculty Publications

Radiomics-based machine learning models have the potential to detect lung cancer at inception from CT scans and transform patient outcomes. Low malignancy rates in early-development pulmonary nodules (PNs) and variable image acquisition hinder development of clinically applicable radiomics-based early detection models. To address these challenges, we augmented training using later-development PNs and harmonized for acquisition effects. We first trained machine learning models to predict PN malignancy using radiomic features from scans of early-development benign and malignant PNs (n = 187) harmonized using ComBat. Observing near-chance performance, we augmented training with later-development benign and malignant PNs (n = 225). We evaluated …

A Spine-Specific Lexicon For The Sentiment Analysis Of Interviews With Adult Spinal Deformity Patients Correlate With Sf-36, Sf-36, And Odi Scores: A Pilot Study Of 25 Patients, Ross Gore, Michael M. Safaee, Christopher J. Lynch, Christopher P. Ames

VMASC Publications

Classic health-related quality of life (HRQOL) metrics are cumbersome, time-intensive, and subject to biases based on the patient’s native language, educational level, and cultural values. Natural language processing (NLP) converts text into quantitative metrics. Sentiment analysis enables subject matter experts to construct domain-specific lexicons that assign a value of either negative (−1) or positive (1) to certain words. The growth of telehealth provides opportunities to apply sentiment analysis to transcripts of adult spinal deformity patients’ visits to derive a novel and less biased HRQOL metric. In this study, we demonstrate the feasibility of constructing a spine-specific lexicon for sentiment analysis …

Form And Function In Mobulids: A Comparative Analysis Of Filter Morphology With Bioinspiration Applications, J. B. Teeple, S. R. Kahane-Rapport, K. E. Cohen, L. Hamann, J. A. Strother, E. W. M. Paig-Tran

Biological Sciences Faculty Publications

Mobulas (manta and devil rays) are large-scale ram filter feeders that separate planktonic food particles from large volumes of water with minimal clogging. This contrasts with most human-made filters that can suffer from problematic clogging requiring additional mechanisms for clearing blocked surfaces and maintaining performance. Prior studies have shown that mobulas employ a unique mechanism referred to as ricochet separation to filter feed, whereby captive vortices in filter pores cause particles to bounce off the filter surfaces and away from the filter pores. This mechanism enables the filtration of particles smaller than the pore size and reduced clogging. However, few …

Athletic Training Students' Use Of Health Information Technology Professional Behaviors During Clinical Experiences: A Report From The Aate Research Network, Cailee E. Welch Bacon, Julie M. Cavallario, Stacy E. Walker, R. Curtis Bay, Bonnie L. Van Lunen

Rehabilitation Sciences Faculty Publications

Context:

As an essential core competency for high-quality healthcare, health information technology (HIT) leverages the use of technology, such as electronic record systems, to collect and use patient care information to make informed clinical decisions. There is a dearth of information regarding professional athletic training students' (ATSs') use of HIT professional behaviors during clinical experiences.

Objective:

To assess HIT professional behaviors ATSs engage with during clinical experience patient encounters (PEs). DESIGN: Multisite panel design.

Setting:

12 professional athletic training programs.

Participants:

363 ATSs enrolled across the participating professional athletic training programs entered patient encounter information within E*Value during their scheduled …

Frequency And Perceived Influence Of Menopausal Symptoms On Training And Performance In Female Endurance Athletes, Heather M. Hamilton, Natalie M. Yarish, Kristin E. Heron

Rehabilitation Sciences Faculty Publications

Menopause is associated with several negative health concerns and common menopausal symptoms. Physical activity is essential to mitigate these negative effects, but menopausal symptoms may interfere with participation in physical activity. The purpose of this study was to determine the frequency and the perceived negative effect of menopausal symptoms among female endurance athletes. Female runners, cyclists, swimmers, and triathletes 40–60 years of age were recruited (N = 187). Participants completed an online, anonymous survey that included self-reported menopausal status; the Menopausal Rating Scale (MRS), a validated measure for assessing menopausal symptoms; and the perceived effect of menopausal symptoms on …

Physical Activity For Anxiety For Autistic People: A Systematic Review, Kathryn Riis, Brittany Samulski, Kristina A. Neely, Patricia Laverdure

Rehabilitation Sciences Faculty Publications

Clinical anxiety is a common comorbidity in autistic people. Due to the prevalence of anxiety in the autism population and the adverse effects it causes, there is a critical need to develop effective interventions which address anxiety symptoms for autistic people. Therefore, the purpose of this systematic review was to examine the effectiveness of the use of physical activity as an intervention to reduce anxiety in autistic people. Three databases PubMed, PsychInfo, and Cochrane RCTs, were searched utilizing key terms. PRISMA systematic search procedures identified 44 studies meeting predetermined inclusion criteria. Participant characteristics, the type of physical activity performed, the …

Newly Credentialed Athletic Trainers' Onboarding Process During The Transition To Practice, Ashley B. Thrasher, Stacy E. Walker, Julie M. Cavallario

Rehabilitation Sciences Faculty Publications

Context: As new athletic trainers (ATs) transition into their roles, some employers provide orientation and onboarding to assist with the transition to practice. Research in which authors outline the ideal onboarding process for new ATs transitioning to practice is lacking.

Objective: To examine the onboarding process for new ATs.

Design: Grounded theory.

Setting: College or university, secondary school, and hospital or clinic.

Patients or other participants: Seventeen newly credentialed, employed ATs who recently graduated from professional masters' programs (11 female, 6 male; 25.6 ± 2.2 years) and 12 employers (6 female, 6 male; years in role supervising new ATs: 8.5 …

'I Did Not Know We Could Exercise This Small Premature Baby': Challenges Experienced By Parents While Implementing Early Intervention For Their Preterm Infants-A Qualitative Perspective, Manasa Kolibylu Raghupathy, Selim Jahangir, Sonia Khurana, Leslie Edward S. Lewis, Bhamini Krishna Rao

Rehabilitation Sciences Faculty Publications

Background

Preterm birth is a highly stressful experience for both parents and infants. Parental participation in care enhances developmental outcomes, fosters parent-infant interactions and builds parental confidence. However, low parental adherence has always been a challenge in the successful implementation of intervention programs both in the NICU and at home. It is imperative to understand parents' perspectives and view the challenges that they experience through their lens while providing early intervention to their infants born preterm. This study is aimed at identifying new parents' challenges when implementing early intervention programs for their infants during the transition from hospital to home. …

Optimization Of Serum And Salivary Cortisol Interpolation For Time-Dependent Modeling Frameworks In Healthy Adult Males, Nathaniel T. Berry, Travis Anderson, Christopher K. Rhea, Laurie Wideman

Rehabilitation Sciences Faculty Publications

Cortisol is an important marker of hypothalamic-pituitary-adrenal function and follows robust circadian and diurnal rhythms. However, biomarker sampling protocols can be labor-intensive and cost-prohibitive. Objectives: Explore analytical approaches that can handle differing biological sampling frequencies to maximize these data in more detailed and time-dependent analyses. Methods: Healthy adult males [N = 8; 26.1 (±3.1) years; 176.4 (±8.6) cm; 73.1 (±12.0) kg)] completed two 24 h admissions: one at rest and one including a high-intensity exercise session on the cycle ergometer. Serum and salivary cortisol were sampled every 60 and 120 min, respectively. Six alternative sampling profiles were defined by downsampling …

Clinician Perspectives On Virtual Reality Use In Physical Therapy Practice In The United States, Danielle T. Felsberg, Jared T. Mcguirt, Scott E. Ross, Louisa D. Raisbeck, Charlend K. Howard, Christopher K. Rhea

Rehabilitation Sciences Faculty Publications

The primary goal of physical rehabilitation is to assess movement impairments and restore function to improve overall quality of life. Virtual reality (VR) may provide the optimal environment to promote these goals due to its motivating and modifiable nature which can be difficult to accomplish through traditional real-world therapeutic methods. Current research of VR for rehabilitation has demonstrated that VR interventions can produce clinically meaningful change in motor outcomes. Despite this, adoption and usage of VR by physical therapy professionals is unclear due to the limited research in this area. Thus, the purpose of this study was to identify the …

Salary Negotiation Dynamics For Athletic Trainers: Insights From Employers On Expectations And Organizational Influences, Julie M. Cavallario, Forrest Andrews, Kendallyn Johnson, Katherine Schalk, Cailee E. Welch Bacon

Rehabilitation Sciences Faculty Publications

Context

While researchers have previously identified that most athletic trainers (ATs) do not negotiate their salary, little is known about employers' expectations and behaviors relative to establishing and negotiating salaries for the ATs they hire.

Objective

To examine employers' expectations and behaviors regarding AT salary negotiation.

Design

Cross-sectional.

Setting

Web-based survey.

Patients or other participants

413 employers who are in a role that requires them to negotiate salary offers with prospective AT employees and who have minimally hired one AT into the organization they work for accessed the survey from a random sample of 7,000 ATs (6% access rate); 324 …

Perceptions Of Leadership Opportunities And Effectiveness Among Athletic Trainers: A Comparison Across Racial And Ethnic Groups, Nicolette A. Harris, Americus H. Williams, Julie M. Cavallario, Cailee E. Welch Bacon

Rehabilitation Sciences Faculty Publications

Context

Diverse representation in athletic training leadership is essential for fostering inclusion and innovation in the profession. Despite efforts to enhance leadership diversity, disparities persist, underscoring the need to explore barriers to leadership and the effectiveness of leadership in meeting the needs of athletic trainers (ATs).

Objective

To examine racial and ethnic differences in ATs' desire, pursuit, and attainment of leadership positions in the profession in addition to perceptions of current leadership effectiveness.

Design

Cross-sectional, web-based survey.

Participants

A purposeful sample of 1,173 racially and ethnically diverse ATs from an organized professional network followed by a random sample of 6,000 …

Case Report: Multifactorial Intervention For Safe Aging In Place, Ashwini Kulkarni

Rehabilitation Sciences Faculty Publications

Background/Objectives: Falls are a leading cause of morbidity in older adults, particularly those with multiple comorbidities. A multidisciplinary approach addressing physical, psychological, and environmental factors is essential for reducing fall risk and supporting aging in place. This report evaluates the effectiveness of a multidisciplinary, multifactorial approach in managing high fall risk in an older adult with diabetes, hypertension, and osteoporosis. Methods: A 72-year-old woman with a recurrent history of falls participated in an 8-week intervention as part of the American Physical Therapy Association (APTA) balance and falls prevention credential program. This study was conducted in Virginia Beach, USA, at the …

The Landscape Of Virtual Reality Use In Mobility Rehabilitation From 2010-2023: A Scoping Review, Danielle T. Felsberg, Reza Pousti, Charlend K. Howard, Scott E. Ross, Louisa D. Raisbeck, Jared T. Mcguirt, Christopher K. Rhea

Rehabilitation Sciences Faculty Publications

Significant advancements in virtual reality (VR) technology have occurred in the past decade, allowing clinical researchers to take advantage of these reduced barriers to explore the use of VR in patient populations. This scoping review on VR interventions to improve mobility in adults and children focuses on the literature from 2010-2023. A total of 2736 articles were screened and 126 articles met the inclusion criteria. Most of the studies were conducted in inpatient clinical settings (n = 41) and investigated VR interventions to improve balance (n = 118). Less immersive (n = 108) products such as Nintendo Wii or Xbox …

Comparing Immersive And Nonimmersive Clinical Experiences In Athletic Training Education: Effects On Student Engagement And Confidence, Julie M. Cavallario, Shana Pribesh, S. E. Walker

Rehabilitation Sciences Faculty Publications

Context

With the shift to a graduate-level professional degree in athletic training, it was hypothesized that immersive clinical experiences (ICEs) would be more effectively integrated into curricula than non-ICEs (N-ICEs) and better prepare students for practice.

Objective

To longitudinally compare clinical engagement opportunities in ICEs versus N-ICEs and assess if these opportunities are associated with changes in student confidence in performing related tasks.

Design

Prospective, longitudinal, time-diary study using a Web-based survey. Patients or Other Participants: Fifty-three first-year, master’s-level athletic training students from 21 programs.

Main Outcome Measure(s)

Participants reported their type of clinical experience (ICE, N-ICE, or none), the …

How Many Trials Are Needed For Consistent Clinical Gait Assessment?, Charlend K. Howard, Christopher K. Rhea, Jacquelyn R. Moxey, Kyle Langerhans, Paphawee Prupetkaew, Brittany S. Samulski

Rehabilitation Sciences Faculty Publications

Background: Clinical assessment of gait typically consists of patients walking a few trials at various speeds while the clinician assesses performance. Unfortunately, there is no clear guidance on how gait changes across trials, leaving clinicians uncertain about the optimal number of trials needed to observe consistent (non-variable) performance. To address this issue, we examined gait performance from a large dataset of older adults who participated in a community-based comprehensive fall risk assessment. Methods: Community-dwelling, older adults (n = 340; 70.8 ± 7.4 years; 120 men, 220 women) performed gait trials under two conditions: preferred and maximum walking speed. …

Emergency Action Plan Adoption Across Athletic Training Practice Settings, Samantha E. Scarneo-Miller, Rebecca L. Stearns, Christianne M. Eason, Alicia M. Pike Lacy, Rebecca M. Lopez, Zachary K. Winkelmann, Rebecca M. Hirschhorn, Susan W. Yeargin

Rehabilitation Sciences Faculty Publications

Context:

The 2024 NATA Position Statement provides updated recommendations for EAP adoption. Past research on the 2002 statement showed limited adoption by ATs. Assessing current adoption across practice settings offers a clearer picture of the EAP implementation landscape.

Objectives:

To examine ATs' adoption of new EAP best-practice recommendations across practice settings.

Design:

Cross-Sectional study.

Setting:

Online questionnaire.

Patients or Other Participants:

Clinically active ATs (n=614) working in any practice setting (Youth, Secondary School, Division 1 Power 4, Collegiate athletics – Not Power 4, Non-Major Professional Sports, Professional Sports, Non-Sideline).

Main Outcome Measures:

Prevalence of an EAP, adoption of recommendations, and …

An 11-Year (2012-2022) Review Of Journal Of Athletic Training Publication Study Designs And Sample Sizes, Zachary K. Winkelmann, Samantha E. Scarneo-Miller, Emily C. Smith, Ryan M. Argetsinger, Lindsey E. Eberman

Rehabilitation Sciences Faculty Publications

Background

Research findings must be representative by creating a sample of individuals, ensuring the results can be generalized and applicable to a larger population, which has historically been guided by a power analysis. However, the varied research design methods require a unique approach to sampling and a formula for recruitment and size. Therefore, the purpose of this study was to analyze historical data from published manuscripts in the Journal of Athletic Training (JAT) relative to study design and sample sizes. A secondary purpose was to further explore metrics for survey-based research.

Methods

This descriptive analysis explored 1267 publications in each …

The Impact Of Onboarding During Transition To Practice For Newly Credentialed Athletic Trainers, Ashley B. Thrasher, Stacy E. Walker, Julie M. Cavallario

Rehabilitation Sciences Faculty Publications

Context

As new athletic trainers (ATs) transition into their roles, some employers provide extensive orientation and onboarding to assist with the transition to practice (TTP); however, onboarding practices are inconsistent. Understanding how onboarding affects TTP can help employers implement impactful onboarding tactics.

Objective

Examine how the onboarding experience impacted the TTP and the effects of the process on individuals.

Design

Grounded theory.

Setting

Secondary school, hospital/clinic, college/university.

Patients or Other Participants

Seventeen newly credentialed, employed ATs who had graduated from professional masters' programs (11 female, 6 male; age = 25.6 ± 2.2 years) participated in this grounded theory study.

Data …

Understanding Injury-Related Fear In Individuals With Chronic Ankle Instability: A Qualitative Approach, Ashley M. B. Suttmiller, Julie M. Cavallario, Shelby E. Baez, Ryan S. Mccann

Rehabilitation Sciences Faculty Publications

Context

The Tampa Scale of Kinesiophobia (TSK-11) is used to identify injury-related fear (IR-Fear) in individuals with chronic ankle instability (CAI) and is a predictor of poor health outcomes. Limited knowledge beyond quantitative scores necessitates a deeper, qualitative understanding of IR-Fear to reduce the burden of fear within CAI patients.

Objective

To explore the perceptions and experiences that influence IR-Fear within the CAI population.

Design

Consensual qualitative research.

Setting

Individual semistructured video conference interviews.

Patients or Other Participants

Nine participants with CAI were selected as a follow-up from a web-based questionnaire investigating the fear-avoidance model. Potential participants were contacted based …

High-Resolution Modeling Of Extreme Heat Events With Socioeconomic Consideration: A Real-Case Wrf-Les Approach, Maryam Golbazi, Frank Liu, Yin-Hsuen Chen, Timothy W. Juliano, Heather Richter

ODU Articles

The overarching goals of this work is to explore best practices for micro-scale modeling of a real case, identify relevant phenomena by using high-resolution modeling, and to explore their implications for public health, and climate resilience strategies in Hampton Roads, VA, USA. This project employs the Weather Research and Forecasting (WRF) model to conduct a comprehensive study of Hampton Roads, utilizing a coupled mesoscale to microscale modeling capable of resolving boundary layer turbulence. This study has three primary objectives: (1) to establish the optimal mesoscale to Large-Eddy Simulation (LES) configurations for complex geographical regions such as the Hampton Roads (HR) …

Man With An Itchy Back, Katherine Schaffer, Nevin Adamski, Brittany Ambrose, Kathleen Anderson

Department of Emergency Medicine Faculty Publications

[First paragraph] A 61-year old man with no significant past medical history presented with painful bug bites on his lower back 1 day after a 1.5-week-long visit to Africa. He noticed bug bites on his lower back 3 days ago; since then, they have increased in size and become more painful. He was prescribed doxycycline at urgent care earlier that morning and had taken 1 dose. He is taking prophylactic medications for malaria and has had no fever at home. Vital signs, exquisitely tender papular lesions with a central punctum and surrounding erythema in the bilateral paralumbar regions.

Blurry With A Chance Of Ultrasound: A Case Of Sudden Vision Loss, Anjeza Cipi, Emily Sealy

Department of Emergency Medicine Faculty Publications

[Case presentation] A 30-year-old man with Crohn’s disease presented to the emergency department (ED) with sudden, painless vision loss in his left eye. He described a central dark spot that rapidly progressed over 5 minutes to near-complete central vision loss, sparing peripheral vision. He denied trauma, exertion, Valsalva, or anticoagulant use. Point-of-care ultrasound (POCUS) was performed on supine patient using a high-frequency linear probe (10-15 MHz) with copious gel over the closed eyelid, avoiding direct pressure. While instructing the patient to look in different directions, the eye was scanned in its entirety in transverse and sagittal planes. Gain and depth …

Hooked On Sight: Teen With Eye Trauma, Anjeza Cipi, Emily Sealy

Department of Emergency Medicine Faculty Publications

[Case presentation] A 14-year-old male with no prior ocular history presented to the emergency department after accidentally striking his left eye on a metal garden hook while on vacation. He experienced a brief flash of light but denied floaters, vision changes, pain, or diplopia. Visual acuity was 20/20 bilaterally with correction. Pupils were equal and reactive, intraocular pressures were normal, and extraocular movements were intact. The injury noted is seen in Figures 1 and 2. There was no evidence of scleral penetration or foreign body on slit lamp examination. Intraocular pressure measurements were deferred until globe rupture was ruled out …

Letter Of Concern From The Association Of Academic Chairs Of Emergency Medicine Regarding Acgme Proposed Changes, Richard J. Hamilton, Lance B. Becker, Richard E. Wolfe, D. Adam Algren, Arnold Thomas, Michael Baumann, Ross P. Berkeley, Terrell S. Caffery, Chad Cannon, Theodore J. Corbin, Michael E. Chansky, Harinder S. Dhindsa, Charles L. Emerman, David A. Farcy, Chris Fox, Michael A. Gibbs, Christopher S. Goode, Steven "Andy" Godwin, Dietrich Jehle, David Johnson, Samuel M. Keim, Babak Khazaeni, Barry J. Knapp, Clint Hawthorne, John D. Hoyle Jr., Michael Christopher Kurz, Evan Leibner, Robert Mcnamara, Robert F. Mccormack, Edward A. Michelson, Chadwick Miller, Ashley Norse, Andrew Nugent, Brian J. O'Neil, David T. Overton, Edward A. Panacek, William F. Paolo, Denis R. Pauzé, Amanda L. Perez, Ralph J. Riviello, Scott W. Rodi, Peter S. Pang, Juan A. Gonzalez Sanchez, David P. Sklar, Ben C. Smith, Jeffrey R. Stowell, Marc D. Squillante, J. Jeremy Thomas, Terry Vanden Hoek, Gregory A. Volturo, E. Lea Walters, Thomas E. Wyatt, Donald M. Yealy

Department of Emergency Medicine Faculty Publications

This letter, signed by over 50 academic chairs of emergency medicine, urges the ACGME to reconsider a proposed mandate requiring all emergency medicine residency programs to adopt a four-year training model. The authors argue that current three-year programs are supported by data demonstrating equivalent educational and clinical outcomes compared to four-year formats. They criticize the flawed survey methodology underpinning the proposal, note the loss of milestone-based training flexibility, and highlight the lack of added scholarly or clinical value in the fourth year. The letter also outlines negative consequences for fellowship participation, workforce development, trainee debt, and diversity. The signatories advocate …

An Analytical Model Of Motion Artifacts In A Measured Arterial Pulse Signal—Part I: Accelerometers And Ppg Sensors, Md Mahfuzur Rahman, Subodh Toraskar, Mamun Hasan, Zhili Hao

Mechanical & Aerospace Engineering Faculty Publications

This paper, the first of two parts, presents an analytical model of motion artifacts (MAs) in measured pulse signals by accelerometers and photoplethysmography (PPG) sensors. As the transmission path from the true pulse signal in an artery to the sensor output (measured pulse signal), the tissue-contact-sensor (TCS) stack is modeled as a 1DOF (degree-of-freedom) system. MAs cause baseline drift of the mass and simultaneously time-varying system parameters (TVSPs) of the TCS stack. With arterial wall displacement and pulsatile pressure serving separately as the true pulse signal, an analytical model is developed to mathematically relate baseline drift and TVSP to a …

Motion Artifacts Removal From Measured Arterial Pulse Signals At Rest: A Generalized Sdof-Model-Based Time-Frequency Method, Zhili Hao

Mechanical & Aerospace Engineering Faculty Publications

Motion artifacts (MA) are a key factor affecting the accuracy of a measured arterial pulse signal at rest. This paper presents a generalized time–frequency method for MA removal that is built upon a single-degree-of-freedom (SDOF) model of MA, where MA is manifested as time-varying system parameters (TVSPs) of the SDOF system for the tissue–contact-sensor (TCS) stack between an artery and a sensor. This model distinguishes the effects of MA and respiration on the instant parameters of harmonics in a measured pulse signal. Accordingly, a generalized SDOF-model-based time–frequency (SDOF-TF) method is developed to obtain the instant parameters of each harmonic in …

Inflammatory Mediators And The Rage Pathway In Placental Tissues Of Pregnancies Complicated By Severe Preeclampsia, Neelima Chandra, Thomas D. Kimble, Kathleen R. Heim, Sharon M. Anderson, Andrew P. Wong, Andrea R. Thurman, Gustavo F. Doncel

CONRAD Publications

Introduction: Preeclampsia (PE) is a complex multisystem disorder of pregnancy associated with abnormal placentation, vascular anomalies, and systemic inflammation and hypertension. Previous research assessing inflammatory triggers of the condition used plasma, amniotic fluid, or explant samples. Studies using placental tissue from either vaginal or cesarean deliveries are confined to semiquantitative analysis using subjective scoring methods and generally involve a small sample size.

Methods: In this study, we have quantified the expression of inflammatory mediators by immunohistochemical image analysis of archived placental tissues obtained from cesarean delivery of preeclamptic, chorioamnionitic, and normal pregnancies.

Results: Among the inflammatory mediators, we found a …

Sex-Dependent Changes In Risk-Taking Predisposition Of Rats Following Space Radiation Exposure, Elliot Smits, Faith E. Reid, Ella N. Tamgue, Paola Alvarado Arriaga, Charles Nguyen, Richard A. Britten

Department Radiation Oncology & Biophysics Faculty Publications

The Artemis missions will establish a sustainable human presence on the Moon, serving as a crucial steppingstone for future Mars exploration. Astronauts on these ambitious missions will have to successfully complete complex tasks, which will frequently involve rapid and effective decision making under unfamiliar or high-pressure conditions. Exposure to low doses of space radiation (SR) can impair key executive functions critical to decision making. This study examined the effects of exposure to 10 cGy of Galactic Cosmic Ray simulated radiation (GCRsim) on decision-making performance in male and female rats with a naturally low predisposition for risk-taking (RTP) prior to exposure. …

A Two-Hit Model Of Executive Dysfunction: Simulated Galactic Cosmic Radiation Primes Latent Deficits Revealed By Sleep Fragmentation, Richard A. Britten, Ella N. Tamgue, Paola Arriaga Alvarado, Arriyam S. Fesshaye, Larry D. Sanford

Department Radiation Oncology & Biophysics Faculty Publications

Future Artemis-class missions to Mars will expose astronauts to prolonged space radiation (SR), sleep disruption, and operational demands requiring greater autonomy, placing decision making and executive function at heightened risk. Both SR and sleep fragmentation (SF) independently impair cognition, yet their combined effects remain poorly understood. Using the Associative Recognition Memory and Interference (ARMIT) task, we assessed cognitive performance in male rats exposed to 10 cGy of Galactic Cosmic Ray simulation (GCRsim), SF, or both. Under well-rested conditions, GCRsim-exposed rats exhibited overt deficits in the C.1.2 stage, performing at chance when reinforcement contingencies shifted, consistent with impaired cognitive flexibility. In …