Public Health Commons^™

Calcium Carbonate As A Potential Intervention To Prevent Labor Dystocia: Narrative Review Of The Literature, Sabahat Raees, Marie Forgie, Rita Mitchell, Emily Malloy

Journal of Patient-Centered Research and Reviews

Anecdotally, there are attestations from clinicians of calcium carbonate being used successfully for laboring people experiencing labor dystocia. The goal of this narrative review was to provide a synopsis of pertinent literature on calcium use in obstetrics to explore the potential benefit of calcium carbonate as a simple and low-cost intervention for prevention or treatment of labor dystocia. To answer how calcium and carbonate physiologically contribute to myometrium contractility, we conducted a literature search of English-language peer-reviewed articles, with no year limitation, consisting of the keywords “calcium,” “calcium carbonate,” “calcium gluconate,” “pregnancy,” “hemorrhage,” and variations of “smooth muscle contractility” and …

Abstracts From The 2023 Health Care Systems Research Network (Hcsrn) Annual Conference, Denver, Colorado

Journal of Patient-Centered Research and Reviews

The Health Care Systems Research Network (HCSRN) is comprised of 20 learning health systems with embedded population-based research units. The network’s annual conference serves as a forum for research teams from member institutions to disseminate project findings, explore scientific collaborations, and share insights about conducting research in real-world care delivery settings. Abstracts presented at HCSRN 2023 are published in this issue supplement of Journal of Patient-Centered Research and Reviews, the journal of record for HCSRN’s annual conference proceedings.

Examining Racial Disparities In Unemployment Among Health Care Workers Before, During, And After The Covid-19 Pandemic, Jason Semprini

Journal of Patient-Centered Research and Reviews

Among the U.S. health care workforce, the COVID-19 pandemic appeared to greatly impact employment levels in 2020. However, no research has examined how the pandemic’s impact on employment varied by racial/ethnic group or beyond the initial emergency year. Our study aimed to quantitatively evaluate workforce trends by race/ethnicity before, during, and after the COVID-19 pandemic. This study analyzed each March supplement of the Current Population Survey over a 5-year span (2018–2022). We restricted the sample to nurses, physician assistants, and other non-physician health care workers (HCW), per specific census occupation codes, and constructed an event-history study to test for differential …

Leveraging The Strength Of Collaboration In Rapidly Changing Times: The 29th Annual Conference Of The Health Care Systems Research Network, Michael A. Horberg, Suzanne Simons

Journal of Patient-Centered Research and Reviews

On February 21, 2023, the 29th annual conference of the Health Care Systems Research Network (HCSRN) kicked off at the Sheraton Downtown Denver with more than 320 participants from 20 HCSRN member institutions. Attendees gathered, in person, to reconnect and network during the 3-day conference, which featured the theme Leveraging the Power of the Network in Rapidly Changing Times. This paper highlights takeaways from the conference’s plenary sessions, panel discussions, and abstract presentations.

Women With Large Vessel Occlusion Acute Ischemic Stroke Are Less Likely To Be Routed To Comprehensive Stroke Centers, Muhammad Bilal Tariq, Iman Ali, Sergio Salazar-Marioni, Ananya S Iyyangar, Hussain M Azeem, Swapnil Khose, Victor Lopez, Rania Abdelkhaleq, Louise D Mccullough, Sunil A Sheth, Youngran Kim

Faculty, Staff and Student Publications

Background Prehospital routing of patients with large vessel occlusion (LVO) acute ischemic stroke (AIS) to centers capable of performing endovascular therapy may improve clinical outcomes. Here, we explore whether distance to comprehensive stroke centers (CSCs), stroke severity, and sex are associated with direct-to-CSC prehospital routing in patients with LVO AIS. Methods and Results In this cross-sectional study, we identified consecutive patients with LVO AIS from a prospectively collected multihospital registry throughout the greater Houston area from January 2019 to June 2020. Primary outcome was prehospital routing to CSC and was compared between men and women using modified Poisson regression including …

Identifying Patient Perceptions Of Inequality In Public Health Care Services: Evidence From A Single Indian Administrative District, Barnali Biswas, Piyal Basu Roy

Journal of Patient-Centered Research and Reviews

Purpose: Assessment of patient experiences is an essential step to revamp patient-centered care and identify systemic effectiveness as part of universal health coverage. This paper analyzes the variation of health care at different levels of the public health care system in India by measuring patients’ experience with the care they have received in the Alipurduar district of India.

Methods: From May 2021 to April 2022, stratified sampling technique was applied to collect primary data from 450 patients having different health problems from different levels of the public health care system. In addition, Consumer Assessment of Healthcare Providers and Systems (CAHPS) …

Psychosocial Impacts Of The Covid-19 Pandemic On Women With Spinal Cord Injury, Heather B Taylor, Rosemary B Hughes, Diana Gonzalez, Muna Bhattarai, Susan Robinson-Whelen

Faculty, Staff and Student Publications

This study represents the first known research addressing the impact of the COVID-19 pandemic on women with spinal cord injury (SCI) in the United States. Women in this population face unique barriers that put them at elevated risk for compromised quality of life, risk that was magnified by physical and social restrictions imposed during the pandemic. This qualitative study examined the perceptions of women with SCI and the effect of the pandemic on their lives. The predominantly White and relatively well-educated sample of 105 women with traumatic SCI was diverse in age, injury characteristics, and geographic representation. Recruited across the …

Efficacy And Safety Of Elamipretide In Individuals With Primary Mitochondrial Myopathy: The Mmpower-3 Randomized Clinical Trial, Amel Karaa, Enrico Bertini, Valerio Carelli, Bruce H Cohen, Gregory M Enns, Marni J Falk, Amy Goldstein, Gráinne Siobhan Gorman, Richard Haas, Michio Hirano, Thomas Klopstock, Mary Kay Koenig, Cornelia Kornblum, Costanza Lamperti, Anna Lehman, Nicola Longo, Maria Judit Molnar, Sumit Parikh, Han Phan, Robert D S Pitceathly, Russell Saneto, Fernando Scaglia, Serenella Servidei, Mark Tarnopolsky, Antonio Toscano, Johan L K Van Hove, John Vissing, Jerry Vockley, Jeffrey S Finman, David A Brown, James A Shiffer, Michelango Mancuso, Mmpower-3 Trial Investigators

Faculty, Staff and Student Publications

BACKGROUND AND OBJECTIVES: Primary mitochondrial myopathies (PMMs) encompass a group of genetic disorders that impair mitochondrial oxidative phosphorylation, adversely affecting physical function, exercise capacity, and quality of life (QoL). Current PMM standards of care address symptoms, with limited clinical impact, constituting a significant therapeutic unmet need. We present data from MMPOWER-3, a pivotal, phase-3, randomized, double-blind, placebo-controlled clinical trial that evaluated the efficacy and safety of elamipretide in participants with genetically confirmed PMM.

METHODS: After screening, eligible participants were randomized 1:1 to receive either 24 weeks of elamipretide at a dose of 40 mg/d or placebo subcutaneously. Primary efficacy endpoints …

Temporal Trends And Geographic Variations In Mortality Rates From Tobacco And Firearms In The United States, Sarah A Palumbo, Robert S Levine, Janet D Robishaw, Charles H Hennekens

Faculty, Staff and Students Publications

We explored temporal trends and geographic variations in United States of America (US) mortality rates from smoking and firearms from 1999 to 2019. To do so, we used the publicly available Centers for Disease Control and Prevention (CDC) Wide Ranging Online Data for Epidemiologic Research (WONDER) with Multiple Cause of Death files from 1999 to 2019. Using age-specific rates and ArcGIS Pro Advanced software for Optimized Hot Spot Analyses from Esri, we generated maps of statistically significant spatial clusters with 90-99% confidence intervals with the Getis-Ord Gi* statistic for mortality from smoking-related causes and firearms. These data show temporal trends …

Are The Post-Covid-19 Posttraumatic Stress Disorder (Ptsd) Symptoms Justified By The Effects Of Covid-19 On Brain Structure? A Systematic Review, Georgios D Kotzalidis, Ottavia Marianna Ferrara, Stella Margoni, Valentina Ieritano, Antonio Restaino, Evelina Bernardi, Alessia Fischetti, Antonello Catinari, Laura Monti, Daniela Pia Rosaria Chieffo, Alessio Simonetti, Gabriele Sani

Faculty, Staff and Students Publications

COVID-19 affects brain function, as deduced by the "brain fog" that is often encountered in COVID-19 patients and some cognitive impairment that is observed in many a patient in the post-COVID-19 period. Approximately one-third of patients, even when they have recovered from the acute somatic disease, continue to show posttraumatic stress disorder (PTSD) symptoms. We hypothesized that the persistent changes induced by COVID-19 on brain structure would overlap with those associated with PTSD. We performed a thorough PubMed search on 25 April 2023 using the following strategy: ((posttraumatic OR PTSD) AND COVID-19 AND (neuroimaging OR voxel OR VBM OR freesurfer …

Pediatric Phase 2 Trial Of A Wee1 Inhibitor, Adavosertib (Azd1775), And Irinotecan For Relapsed Neuroblastoma, Medulloblastoma, And Rhabdomyosarcoma, Kristina A Cole, Heba Ijaz, Lea F Surrey, Mariarita Santi, Xiaowei Liu, Charles G Minard, John M Maris, Stephan Voss, Joel M Reid, Elizabeth Fox, Brenda J Weigel

Faculty, Staff and Students Publications

BACKGROUND: Inhibition of the WEE1 kinase by adavosertib (AZD1775) potentiates replicative stress from genomic instability or chemotherapy. This study reports the pediatric solid tumor phase 2 results of the ADVL1312 trial combining irinotecan and adavosertib.

METHODS: Pediatric patients with recurrent neuroblastoma (part B), medulloblastoma/central nervous system embryonal tumors (part C), or rhabdomyosarcoma (part D) were treated with irinotecan and adavosertib orally for 5 days every 21 days. The combination was considered effective if there were at least three of 20 responses in parts B and D or six of 19 responses in part C. Tumor tissue was analyzed for alternative …

A Mini-Review Of What Matters In The Management Of Nas, Is Esc The Best Care?, Enrique Gomez Pomar

Pediatrics Faculty Publications

As the use of opioids and polysubstance by pregnant women has increased over the years, there has also been a sharp increase in cases of neonatal abstinence syndrome (NAS). Classically, infants affected by NAS have been cared for in neonatal intensive care units resulting in an increase of healthcare expenditure and resource utilization as well as separation from the families. Consequently, the Eat, Sleep, and Console (ESC) tool was developed and promoted as a novel method that focuses on maternal/infant dyad during hospital stay while decreasing the use of pharmacological interventions and therefore decreasing the length of stay and healthcare …

Analysis Of Performance And Failure Modes Of The Iroc Proton Liver Phantom, Hunter Mehrens, Paige Taylor, Paola Alvarez, Stephen Kry

Faculty, Staff and Student Publications

Purpose: To analyze trends in institutional performance and failure modes for the Imaging and Radiation Oncology Core’s (IROC’s) proton liver phantom.

Materials and Methods: Results of 66 phantom irradiations from 28 institutions between 2015 and 2020 were retrospectively analyzed. Univariate analysis and random forest models were used to associate irradiation conditions with phantom results. Phantom results included pass/fail classification, average thermoluminescent dosimeter (TLD) ratio of both targets, and percentage of pixels passing gamma of both targets. The following categories were evaluated in terms of how they predicted these outcomes: irradiation year, treatment planning system (TPS), TPS algorithm, treatment machine, number …

Community Centred Co-Design Methodology For Designing And Implementing Socio-Behavioural Interventions To Counter Covid-19 Related Misinformation Among Marginalized Population Living In The Squatter Settlements Of Karachi, Pakistan: A Methodology Paper, Rubina Qasim, Waqas Ahmed Farooqui, Atiya Rahman, Rukhsana Haroon, Madiha Saleem, Muhammad Rafique, Fiza Noor, Afifa Ghani, Muhammad Yaqoob, Mohammad Tahir Yousafzai

Community Health Sciences

Background: Misinformation regarding COVID-19 pandemic and vaccination is damaging COVID-19 vaccine trust and acceptance in Low- and Middle-Income Countries (LMIC). Identification of misinformation and designing locally acceptable solutions are needed to improve COVID-19 vaccine acceptance. This study aimed to utilize community-led co-design methodology to evaluate misinformation regarding COVID-19 and develop contextual interventions to address misinformation in a marginalized peri urban slum communities of Landhi town Karachi, Pakistan.
Methods: This study was conducted between January and December 2021, in marginalized peri-urban slum dwellers of Muslimabad Colony, Landhi Town Karachi, Pakistan. We used a community-centred co-design methodology embedded within mixed study design …

Randomized, Double-Blinded, Placebo-Controlled Trial Of Allogeneic Cord Blood T-Regulatory Cells For Treatment Of Covid-19 Ards, Douglas E Gladstone, Franco D'Alessio, Christopher Howard, Mi-Ae Lyu, Jason R Mock, Kevin W Gibbs, Darryl Abrams, Meixian Huang, Ke Zeng, James P Herlihy, Sergio T Castillo, Roland Bassett, Tara Sadeghi, Simrit Parmar, Christopher R Flowers, Siddhartha Mukherjee, David Schoenfeld, Peter F Thall, Arthur S Slutsky

Faculty, Staff and Students Publications

No abstract provided.

Effect Of Reduced Versus Usual Lipid Emulsion Dosing On Bilirubin Neurotoxicity And Neurodevelopmental Impairment In Extremely Preterm Infants: Study Protocol For A Randomized Controlled Trial, Lindsay F Holzapfel, Cody Arnold, Jon E Tyson, Steven M Shapiro, Eric W Reynolds, Claudia Pedroza, Emily K Stephens, Alan Kleinfeld, Andrew H Huber, Matthew A Rysavy, Maria Del Mar Romero Lopez, Amir M Khan

Faculty, Staff and Student Publications

BACKGROUND: Bilirubin neurotoxicity (BN) occurs in premature infants at lower total serum bilirubin levels than term infants and causes neurodevelopmental impairment. Usual dose lipid infusions in preterm infants may increase free fatty acids sufficiently to cause bilirubin displacement from albumin, increasing passage of unbound bilirubin (UB) into the brain leading to BN and neurodevelopmental impairment not reliably identifiable in infancy. These risks may be influenced by whether cycled or continuous phototherapy is used to control bilirubin levels.

OBJECTIVE: To assess differences in wave V latency measured by brainstem auditory evoked responses (BAER) at 34-36 weeks gestational age in infants born …

Roving Methyltransferases Generate A Mosaic Epigenetic Landscape And Influence Evolution In Bacteroides Fragilis Group, Michael J Tisza, Derek D N Smith, Andrew E Clark, Jung-Ho Youn, Pavel P Khil, John P Dekker

Faculty, Staff and Students Publications

Three types of DNA methyl modifications have been detected in bacterial genomes, and mechanistic studies have demonstrated roles for DNA methylation in physiological functions ranging from phage defense to transcriptional control of virulence and host-pathogen interactions. Despite the ubiquity of methyltransferases and the immense variety of possible methylation patterns, epigenomic diversity remains unexplored for most bacterial species. Members of the Bacteroides fragilis group (BFG) reside in the human gastrointestinal tract as key players in symbiotic communities but also can establish anaerobic infections that are increasingly multi-drug resistant. In this work, we utilize long-read sequencing technologies to perform pangenomic (n = …

Phase Ii Trial Of Medi0457 And Durvalumab For Patients With Recurrent/Metastatic Human Papillomavirus-Associated Cancers, Van K Morris, Amir Jazaeri, Shannon N Westin, Curtis Pettaway, Solly George, Ryan W Huey, Michaela Grinsfelder, Aaron Shafer, Benny Johnson, David Vining, Ming Guo, Bryan Fellman, Michael Frumovitz

Faculty, Staff and Student Publications

BACKGROUND: Human papillomavirus (HPV) types 16/18 drive oncogenesis for most patients with cervical, anal, and penile cancers. MEDI0457, a therapeutic DNA vaccine containing plasmids for E6 and E7 HPV-16/18 viral oncogenes and IL-12 adjuvant, is safe and provokes an immune response against E6/E7. We tested MEDI0457 with the anti-PD-L1 antibody durvalumab for patients with HPV-associated cancers.

METHODS: Patients with recurrent/metastatic, treatment-refractory HPV-16/18 cervical cancer, or rare HPV-associated (anal and penile) cancers were eligible. Prior immune checkpoint inhibition was not permitted. Patients received MEDI0457 7 mg intramuscularly (weeks 1, 3, 7, 12, and every 8 weeks thereafter) and durvalumab 1500 mg …

A Comprehensive Analysis Of Lung Cancer Highlighting Epidemiological Factors And Psychiatric Comorbidities From The All Of Us Research Program, Vikram R Shaw, Jinyoung Byun, Rowland W Pettit, Younghun Han, David A Hsiou, Luke A Nordstrom, Christopher I Amos

Faculty, Staff and Students Publications

Lung cancer is the leading cause of cancer-related mortality in the United States. Investigating epidemiological and clinical parameters can contribute to an improved understanding of disease development and management. In this cross-sectional, case-control study, we used the All of Us database to compare healthcare access, family history, smoking-related behaviors, and psychiatric comorbidities in light smoking controls, matched smoking controls, and primary and secondary lung cancer patients. We found a decreased odds of primary lung cancer patients versus matched smoking controls reporting inability to afford follow-up or specialist care. Additionally, we found a significantly increased odds of secondary lung cancer patients …

Circadian Disruption And Colorectal Cancer Incidence In Black Women, Lauren E Barber, Trang Vopham, Laura F White, Hemant K Roy, Julie R Palmer, Kimberly A Bertrand

Faculty, Staff and Students Publications

BACKGROUND: Animal and experimental studies suggest circadian disruption increases colorectal cancer risk, but evidence in humans is limited. We examined night shift work, chronotype, and residential position within a time zone, proxies for circadian disruption, in relation to colorectal cancer risk.

METHODS: Participants in the Black Women's Health Study, a prospective cohort of 59,000 Black American women established in 1995, reported history of night shift work and chronotype on follow-up questionnaires. Residential position within a time zone was estimated using participant addresses at each questionnaire cycle. Number of colorectal cancer cases and follow-up duration varied by analysis depending on timing …

Guiding Post-Hospital Recovery By 'What Matters:' Implementation Of Patient Priorities Identification In A Va Community Living Center, Katherine C Ritchey, Laurence M Solberg, Sandra Wolfe Citty, Lea Kiefer, Erica Martinez, Caroline Gray, Aanand D Naik

Faculty, Staff and Student Publications

BACKGROUND: Patient priorities care (PPC) is an effective age-friendly health systems (AFHS) approach to aligning care with goals derived from 'what matters'. The purpose of this quality improvement program was to evaluate the fidelity and feasibility of the health priorities identification (HPI) process in VA Community Living Centers (CLC).

METHODS: PPC experts worked with local CLC staff to guide the integration of HPI into the CLC and utilized a Plan-Do-Study-Act (PDSA) model for this quality improvement project. PPC experts reviewed health priorities identification (HPI) encounters and interdisciplinary team (IDT) meetings for fidelity to the HPI process of PPC. Qualitative interviews …

Clinical And Demographic Factors Associated With Covid-19, Severe Covid-19, And Sars-Cov-2 Infection In Adults: A Secondary Cross-Protocol Analysis Of 4 Randomized Clinical Trials, Deborah A Theodore, Angela R Branche, Lily Zhang, Daniel S Graciaa, Madhu Choudhary, Timothy J Hatlen, Raadhiya Osman, Tara M Babu, Samuel T Robinson, Peter B Gilbert, Dean Follmann, Holly Janes, James G Kublin, Lindsey R Baden, Paul Goepfert, Glenda E Gray, Beatriz Grinsztejn, Karen L Kotloff, Cynthia L Gay, Brett Leav, Jacqueline Miller, Ian Hirsch, Jerald Sadoff, Lisa M Dunkle, Kathleen M Neuzil, Lawrence Corey, Ann R Falsey, Hana M El Sahly, Magdalena E Sobieszczyk, Yunda Huang

Faculty, Staff and Student Publications

IMPORTANCE: Current data identifying COVID-19 risk factors lack standardized outcomes and insufficiently control for confounders.

OBJECTIVE: To identify risk factors associated with COVID-19, severe COVID-19, and SARS-CoV-2 infection.

DESIGN, SETTING, AND PARTICIPANTS: This secondary cross-protocol analysis included 4 multicenter, international, randomized, blinded, placebo-controlled, COVID-19 vaccine efficacy trials with harmonized protocols established by the COVID-19 Prevention Network. Individual-level data from participants randomized to receive placebo within each trial were combined and analyzed. Enrollment began July 2020 and the last data cutoff was in July 2021. Participants included adults in stable health, at risk for SARS-CoV-2, and assigned to the placebo group …

Oxygen Therapy Education To Improve Oxygen Safety In The Emergency Department: A Quality Improvement Project, Latania Wolfe

DNP Projects

Background and Significance: Oxygen is often administered in emergency departments (ED) in US without the nurses and other healthcare staff inputting orders for this medication. This gap in placing orders poses a risk to patient safety and poses a regulation issue.

Purpose: The goal of this quality improvement project is to increase the rate of orders placed for patients using oxygen in ED staff by 12% from March 1, 2023 to May 31, 2023.

Methods: The Model for Improvement guided this quality improvement project. Two PDSA cycles were completed.

Results: PDSA #1 Completed SWOT analysis and used information to …

Establishing A Routine Process Of Medication Reconciliation In A Rural Primary Care Clinic To Address Unnecessary Polypharmacy In Patients 65 And Older, Jessica Kirkwood-Harp

Doctor of Nursing Practice Projects

Background: Medication safety by reducing the proportion of older adults who use inappropriate medications is a Healthy People 2030 goal (Office of Disease Prevention and Health Promotion, n.d.(a)). The research for this proposal supported an established medication reconciliation (MR) to reduce errors and adverse drug events (ADEs). Consistent MR is essential for patient safety and positive patient outcomes in rural outpatient primary care clinics, as these patients possess multiple comorbidities.

Purpose: This Doctor of Nursing Practice (DNP) quality improvement project (QIP) established a routine MR process within a rural primary care clinic with reduced unnecessary polypharmacy and decreased risk of …

Effects Of A School-Based Gardening, Cooking, And Nutrition Cluster Randomized Controlled Trial On Unprocessed And Ultra-Processed Food Consumption, Matthew R Jeans, Matthew J Landry, Sarvenaz Vandyousefi, Erin A Hudson, Marissa Burgermaster, Molly S Bray, Joya Chandra, Jaimie N Davis

Faculty, Staff and Student Publications

BACKGROUND: School-based gardening and nutrition education interventions report improvements in dietary intake, notably through fruit and vegetables. However, gardening, cooking, and nutrition randomized controlled trials are limited in evaluating dietary quality, and none have examined processed food consumption to date.

OBJECTIVES: The study examined the effects of Texas Sprouts (TX Sprouts), a gardening, cooking, and nutrition education intervention, compared with control on unprocessed and ultra-processed food (UPF) consumption in predominately low-income Hispanic children.

METHODS: TX Sprouts was a school-based cluster randomized controlled trial that consisted of 16 elementary schools randomly assigned to either the TX Sprouts intervention (n = 8 …

Compensation Cycle Consistent Generative Adversarial Networks (Comp-Gan) For Synthetic Ct Generation From Mr Scans With Truncated Anatomy, Yao Zhao, He Wang, Cenji Yu, Laurence E Court, Xin Wang, Qianxia Wang, Tinsu Pan, Yao Ding, Jack Phan, Jinzhong Yang

Faculty, Staff and Student Publications

BACKGROUND: MR scans used in radiotherapy can be partially truncated due to the limited field of view (FOV), affecting dose calculation accuracy in MR-based radiation treatment planning.

PURPOSE: We proposed a novel Compensation-cycleGAN (Comp-cycleGAN) by modifying the cycle-consistent generative adversarial network (cycleGAN), to simultaneously create synthetic CT (sCT) images and compensate the missing anatomy from the truncated MR images.

METHODS: Computed tomography (CT) and T1 MR images with complete anatomy of 79 head-and-neck patients were used for this study. The original MR images were manually cropped 10-25 mm off at the posterior head to simulate clinically truncated MR images. Fifteen …

A Comparative Effectiveness Study On Opioid Use Disorder Prediction Using Artificial Intelligence And Existing Risk Models, Sajjad Fouladvand, Jeffery Talbert, Linda Phyliss Dwoskin, Heather M. Bush, Amy L. Meadows, Lars E. Peterson, Yash R. Mishra, Steven K. Roggenkamp, Fei Wang, Ramakanth Kavuluru, Jin Chen

Markey Cancer Center Faculty Publications

Opioid use disorder (OUD) is a leading cause of death in the United States placing a tremendous burden on patients, their families, and health care systems. Artificial intelligence (AI) can be harnessed with available healthcare data to produce automated OUD prediction tools. In this retrospective study, we developed AI based models for OUD prediction and showed that AI can predict OUD more effectively than existing clinical tools including the unweighted opioid risk tool (ORT). Data include 474,208 patients’ data over 10 years; 269,748 were females with an average age of 56.78 years. Cases are prescription opioid users with at least …

Lung And Colorectal Cancer Disparities In Appalachian Kentucky: Spatial Analysis On The Influence Of Education And Literacy, Nicole Robertson Mph, Todd Burus, Lauren Hudson, Pamela C. Hull, Lee Park, Nathan L. Vanderford

Markey Cancer Center Faculty Publications

Low educational attainment and high cancer incidence and mortality rates have long been a challenge in Appalachian Kentucky. Prior studies have reported disparities in cancer incidence and mortality between Appalachian and non-Appalachian populations, but the influence of education on this disparity has not been extensively studied. Herein, all cancers and two cancer sites with available screenings (colorectal and lung) were joined with education indicators (educational attainment and literacy) and one geographic indicator across all 120 Kentucky counties. This dataset was used to build choropleth maps and perform simple linear and spatial regression to assess statistical significance and to measure the …

Parametric Delineation Uncertainties Contouring (Pduc) Modeling On Ct Scans Of Prostate Cancer Patients, Vi Ly, Lizhong Liu, Carlos Cardenas, Sean Maroongroge, Brian De, Daniel El Basha, Laurence Court, Xi Luo

Faculty, Staff and Student Publications

PURPOSE: Variability in contouring contributes to large variations in radiation therapy planning and treatment outcomes. The development and testing of tools to automatically detect contouring errors require a source of contours that includes well-understood and realistic errors. The purpose of this work was to develop a simulation algorithm that intentionally injects errors of varying magnitudes into clinically accepted contours and produces realistic contours with different levels of variability.

METHODS: We used a dataset of CT scans from 14 prostate cancer patients with clinician-drawn contours of the regions of interest (ROI) of the prostate, bladder, and rectum. Using our newly developed …

Association Of Timing Of Moderate-To-Vigorous Physical Activity With Changes In Glycemic Control Over 4 Years In Adults With Type 2 Diabetes From The Look Ahead Trial, Jingyi Qian, Qian Xiao, Michael P Walkup, Mace Coday, Melissa L Erickson, Jessica Unick, John M Jakicic, Kun Hu, Frank A J L Scheer, Roeland J W Middelbeek, Look Ahead Research Group

Faculty, Staff and Student Publications

OBJECTIVE: We aimed to determine the association of the time-of-day of bout-related moderate-to-vigorous physical activity (bMVPA) with changes in glycemic control across 4 years in adults with overweight/obesity and type 2 diabetes.

RESEARCH DESIGN AND METHODS: Among 2,416 participants (57% women; mean age, 59 years) with 7-day waist-worn accelerometry recording at year 1 or 4, we assigned bMVPA timing groups based on the participants' temporal distribution of bMVPA at year 1 and recategorized them at year 4. The time-varying exposure of bMVPA (≥10-min bout) timing was defined as ≥50% of bMVPA occurring during the same time period (morning, midday, afternoon, …