Digital Commons Network^™

Hubert-Based Models And Evaluation Strategies For Pragmatically-Faithful Speech To Speech Translation, Javier Vazquez

Open Access Theses & Dissertations

Pragmatic fidelity in speech-to-speech translation (S2ST) has largely been understudied, leading to communication tools inadequate to support non-superficial dialog. We aim to improve pragmatic faithfulness in English-Spanish translation through the development of machine learning models that are able to predict a corresponding pragmatic representation in the other language. To evaluate performance, we developed a pipeline that utilizes a recently-developed pragmatic similarity evaluation metric to compare models. Further, we developed models that exploit HuBERT features as these have been found suitable for various prosody and pragmatics related tasks. Our models outperformed human and state-of-the-art predictions, albeit the methodology being limited to …

Ode To The Infomercial, Edward Wade

Open Access Theses & Dissertations

'Ode to the Infomercial' is a poetry collection in five sections which explores themes of contemporary American life, parenthood, and the media landscape. While primarily written in a narrative voice, the poetic approach is as diverse as the content. Interwoven throughout the collection is religious imagery and political posturing accompanied by healthy doses of self-criticism and humor.

Worth The Risk? Standardized Screening To Identify Substance Use Among Patients Before Surgery, Samantha Cooley, Mark C. Bicket, Hanan Mohammed, Yenling Lai, Sarah Evilsizer, Chad M. Brummett, Jennifer F. Waljee

Student Publications

Objective:

We sought to compare the identification of unhealthy substance use before surgery using Tobacco, Alcohol, Prescription medication, and other Substance use (TAPS), a standardized 4-item instrument, versus routine clinical documentation in the electronic medical record (EHR).

Background:

Over 20% of individuals exhibit unhealthy substance use before elective surgery. Routine EHR documentation is often based on nonstandard questions that may not fully capture the extent of substance use and are subject to bias. In contrast, brief standardized screening could provide a more efficient and systematic approach.

Methods:

We conducted a cross-sectional study among adults (≥18 y) at a preoperative clinic …

The Use Of Alcohol-Free And Low-Alcohol Drinks In Pregnancy In The Uk, Kate Maslin, Heather Hopper, Jill Shawe

School of Nursing and Midwifery

Alcohol-free drinks [beers, ciders, wines, and spirits containing <0.05% alcohol by volume (ABV)], and lowalcohol drinks (between 0.05% and 1.2% ABV) are increasingly available and may be used as a harm reduction measure. However, it is not known what pregnant women think and feel about these drinks and how regularly they are consumed before and during pregnancy. A cross-sectional online survey was developed and piloted. Women ≥18 years in the UK who were pregnant, or recently pregnant, were recruited via targeted social media advertising. Of the 2092 respondents, 47.8% (n ¼ 1001) were currently pregnant; 55.7% (n ¼ 1167) were between 25 and 34 years, 90.0% were White (n ¼ 1881); 6.1% (n ¼ 128) were drinking alcohol at “increasing risk” levels (>14 units/week) before pregnancy. During pregnancy, 13.5% (n ¼ 282) consumed alcohol, which was more common in the increasing risk category (P < .01). Alcohol-free or low-alcohol drinks were consumed by 71.3% (n ¼ 1491) of respondents during pregnancy; 91.4% of the increasing risk category versus 69.9% of the lower risk category (P < .01). The most common reasons for consuming alcohol-free or low-alcohol drinks were “to choose a safer alternative” (71.9%, n ¼ 1073) and “to feel included in social events involving alcohol” (68.8%, n ¼ 1026). More than half of respondents (56.7%) thought there was insufficient information available about consuming alcohol-free and low-alcohol drinks during pregnancy, with internet searching the primary source of information. Although alcohol-free and low-alcohol drinks are commonly consumed during pregnancy, there are some safety concerns. Their role as a harm reduction measure in those who are drinking alcohol at increasing risk levels prepregnancy needs further investigation.

United States V. Skrmetti: L’Identité De Genre Dans Le Droit Et La Politique De L’Égale Protection, Olatunde C.A. Johnson

Faculty Scholarship

French Abstract: L’article analyse l’arrêt United States v. Skrmetti, dans lequel la Cour suprême américaine juge que l’interdiction, par le Tennessee, des bloqueurs de puberté pour les mineurs trans ne viole pas la clause constitutionnelle d’égalité, dite clause « d’égale protection ». Refusant de considérer qu’il s’agit d’une discrimination fondée sur le sexe, la Cour applique le contrôle le plus déférent (base rationnelle) et accepte l’argument de l’État selon lequel il protège les mineur·es de risques médicaux incertains. L’auteure montre ici que cette approche s’inscrit dans un contexte plus large de lois et de décrets fédéraux visant les personnes …

“War Is God” And “Unguessed Kinships”: Blood Meridian And Cormac Mccarthy’S “Border Tetralogy”, Seth Reeves

Electronic Theses and Dissertations

This thesis applies the metaphysics of philosopher Gilles Deleuze to Cormac McCarthy’s novel Blood Meridian, arguing that the novel initiates a thread of immanent subjectivity that unfolds throughout the Border Trilogy that follows it. Against a hierarchical metaphysics of transcendence, specifically an inverted Platonic Idealism, Blood Meridian dramatizes an immanent world of “optical democracy,” a prose style that levels the human and nonhuman and eludes subject and object categories. The kid’s autonomy from Judge Holden’s violent domination marks the truncated beginning of a Deleuzian subjectivity of becoming-other and immanent kinship. This incomplete gesture continues in the Border Trilogy, where …

Harnessing The Communities Of Resilience And Excellence Framework To Advance Population Health: The Healthy West Kendall Experience, Cristina Brito, Simone Cheong, Stephanie Norling, Michelle Mejia, Sandra R. Mclean, Carlos E. Hernandez, Lourdes Boue, Zuanel Diaz, Javier Hernandez-Lichtl

Nursing & Health Sciences Research Journal

Introduction: Fragmented community efforts often dilute health‐improvement initiatives. The Communities of Resilience and Excellence (C.O.R.E) Guide offers a Baldrige-based systems approach that aligns cross‐sector partners around shared metrics and continuous improvement cycles for collective impact. West Kendall, an unincorporated area of Miami-Dade County with over 340,000 residents, adopted the framework in response to rising chronic disease burden and socioeconomic disparities.

Methods: West Kendall Baptist Hospital served as the backbone organization that aligned multi-sector partners, implemented evidence-based interventions, and tracked community-level outcomes. We conducted a cross-sectional evaluation of the Healthy West Kendall initiative's impact across various regions in Miami-Dade County and …

(How) Is Plea Bargaining Justified?, Palma Paciocco

UBC Law Review

No abstract provided.

Rights, Contract, And Consideration In The Civil Law And Common Law Traditions, Stéphane Sérafin

UBC Law Review

No abstract provided.

Some Conditions Apply: Domesticating Aboriginal Title, Kerry Wilkins

UBC Law Review

No abstract provided.

Hiring Expectations For New And Future Workers In Animal Genetics Careers, Meghan C. Wulster-Radcliffe, James N. Macleod, Robert J. Coleman, John S. Radcliffe, Rebekah B. Epps, Carol D. Hanley, Cheyenne S. Summers, Steven A. Zinn, Sarah A. Reed

Animal and Food Sciences Faculty Publications

To better align educational outcomes with workforce demands in animal and equine genetics, this study surveyed 65 industry professionals on entry-level competencies, hiring trends, and graduate preparedness of undergraduate students. The survey assessed employer ratings on the importance and perceived proficiency of seven core competencies: critical thinking, communication, teamwork, leadership, professionalism, career/self-development, and equity/inclusion, as well as technical knowledge and broader skills relevant to animal breeding and genetics. Results revealed oral communication, teamwork, and work ethic were rated as the most critical transferable skills, though notable proficiency gaps persist, particularly in leadership and professionalism. Foundational technical knowledge in genetics, molecular …

Exploring The Foundational Pillars Of The International Baccalaureate (Ib) Through Pre-Service Teacher Experiences During B.Ed. Practica, Cody Alderson, Mark Hirschkorn

Journal of Global Education and Research

The International Baccalaureate (IB) is experiencing rapid growth, resulting in demand for IB teachers in both public and independent schools. Since teaching IB requires specific knowledge of the language and pedagogy of the IB programmes, initial teacher education programs are well-positioned to prepare pre-service teachers to teach IB. This paper shares the results of a study conducted following the completion of an IB Educator Certificate by pre-service teachers attending a Canadian initial teacher education program, where their experiences during practica in mostly public IB schools were reflected upon and documented in relation to IB philosophy. Several themes were identified and …

Examining Grade 10 Students’ Ict Utilization In Bhutan, Gembo Tshering, Thinley Phuntsho

Journal of Global Education and Research

In today’s educational landscape, Information and Communication Technology (ICT) presents immense potential for reshaping pedagogical practices and equipping students with essential skills for the digital era. This study delves into assessing Grade 10 students’ ICT proficiency in Bhutan, a nation renowned for its dedication to Gross National Happiness (GNH) and sustainable development. The study also explores affective factors, including attitudes and confidence. Despite strides in promoting digital literacy and widening access to ICT resources, challenges persist in ensuring equitable access and meaningful utilization of technology, particularly at the secondary education level. Through a thorough analysis of survey data collected from …

Internationalization Of Indian Higher Education: Mapping The Origins And Academic Choices Of International Students, Sanjeev Kumar Jha

Journal of Global Education and Research

This study explores the geographical origins, academic preferences, and key factors influencing the enrollment of international students in Indian higher education institutions. Drawing on primary data from interviews with 25 international students and secondary data from All India Survey on Higher Education reports, it provides an in-depth analysis of student mobility trends and factors shaping their choices. The results indicate that the international student enrollment is significantly below the Indian government’s target of 500,000 by 2024. Students come from Nepal, Sri Lanka, Afghanistan, Bhutan, and Nigeria, with Karnataka and Punjab emerging as the most preferred states within India. Engineering, particularly …

High-Risk Medications In Pediatric Dentistry: Patterns, Outcomes, And Clinical Implications, Yilei Liu, Kawtar Zouaidi, Colin C Hubbard, Muhammad F Walji, Matthew R Cooke, Donald B Rindal, Kristin N Ray, Elsbeth Kalenderian, Katie J Suda

Faculty, Staff and Student Publications

Background: High-risk medications such as opioids and benzodiazepines are frequently prescribed in pediatric dental care, yet their prescribing patterns and associated adverse outcomes remain poorly understood. The aim of this study was to determine the extent of such prescribing to pediatric patients and factors associated with adverse outcomes.

Methods: MarketScan data for patients younger than 18 years with a dental visit from 2014 through 2019 were analyzed. High-risk medications included benzodiazepines, barbiturates, and opioids. Composite outcomes included hospitalization, emergency department visit, or urgent care visit within 7 days after the dental visit. Opioid-attributable outcomes included opioid-related overdose within 7 days …

Does Reducing Videofluoroscopy Frame Rate Affect Dige/St Grades In Modified Barium Swallow Studies?, Shitong Mao, Carla L Warneke, Sheila N Buoy, Ariana J Sahli, Brinda Rao Korivi, Carly E A Barbon, Kristy K Brock, Katherine A Hutcheson

Faculty, Staff and Student Publications

Understanding the effects of reduced frame rates on the reliability of Modified Barium Swallow (MBS) ratings for swallowing safety and efficiency is essential for clinical practice. While previous research has examined frame rate (simulated pulse rates) implications concerning penetration, aspiration, and residue ratings, the impact on summary grading systems like the Dynamic Imaging Grade of Swallowing Toxicity (DIGEST) remains unclear. This study analyzed a total of 315 full MBS videos collected from 278 patients, and 76.25% of patients were diagnosed with head and neck cancer (mean age 62.51 years, SD 8.53; 12.23% female). We performed pairwise comparisons of DIGEST grades …

Tumor Intrinsic Mettl5 Modulates Atf4 Translation To Prevent T Cell-Induced Ferroptosis In Ovarian Cancer, Jiakai Hou, Cheng-Wei Ju, Nicholas A Egan, Yanjun Wei, Yunfei Wang, Minghao Dang, Tianyi Zhou, Leilei Shi, Ningbo Zheng, Si Chen, Ashley M Guerrero, Xiaofang Liang, Wanfu Wu, Areej Akhtar, Chitra Dhiman, Debanwita Roy Burman, Andro E Gerges, Mason D Flores, Han Li, Li-Sheng Zhang, Marleen Kok, Xiaobo Mao, Linghua Wang, Qin Feng, Yiwen Chen, Sanghoon Lee, Daniel J Mcgrail, Nidhi Sahni, Chuan He, Amir A Jazaeri, Weiyi Peng

Faculty, Staff and Student Publications

Poor clinical responses to immune checkpoint blockade (ICB) observed in ovarian cancer (OC) highlight an unmet need to understand the mechanisms driving immune evasion in this disease. To address this, an integrative analysis is conducted by combining in vitro genome‐wide immune screens, in vivo ICB screens, and clinical data mining, and METTL5 is identified as a crucial OC‐intrinsic factor that promotes immune resistance. Immunologically “cold” OC tumors and poor responders to ICB exhibit elevated METTL5 expression. Mechanistically, knocking out (KO) METTL5 in OC disrupts ATF4 translation by altering 18S rRNA m6A levels, leading to the downregulation of SLC7A11 and SLC3A2 …

Perceived Utility Of Genetic Carrier Screening In A Diverse Patient Population, Jack A Colleran, Meagan Choates, Syed Hashmi, Brittanie Shelton, Aranza Gonzalez Cendejas, Angela Haynes Burgess, Blair K Stevens

Faculty, Staff and Student Publications

Current reproductive guidelines call for offering expanded carrier screening (ECS) for genetic conditions. Currently available panels can include screening for carrier status of tens to hundreds of autosomal recessive and/or X-linked conditions. Clinical utility is based on alterations to reproductive decision-making, but study cohorts supporting the utility of ECS largely consist of individuals of European ancestry who are highly educated, of high income, and who often receive preconception counseling. There is a lack of research on the views of patients from diverse backgrounds. Therefore, we aimed to assess and compare perceptions of the utility of ECS and targeted carrier screening …

Kras Inhibition Activates An Actionable Cd24 "Do Not Eat Me" Signal In Pancreatic Cancer, Yongkun Wei, Minghui Liu, Er-Yen Yen, Jun Yao, Zhenzhen Xun, Phuoc T Nguyen, Xiaofei Wang, Zecheng Yang, Abdelrahman Yousef, Dean Pan, Yanqing Jin, Ching-Fei Li, Madelaine S Theardy, Jangho Park, Yiming Cai, Mitsunobu Takeda, Matthew Vasquez, Elizabeth M Park, David H Peng, Yong Zhou, Hong Zhao, Timothy P Heffernan, Andrea Viale, Huamin Wang, Stephanie S Watowich, Han Liang, Dan Zhao, Ronald A Depinho, Wantong Yao, Haoqiang Ying

Faculty, Staff and Student Publications

KRASG12C inhibitors (G12Ci) have produced encouraging, albeit modest and transient, clinical benefit in pancreatic ductal adenocarcinoma (PDAC). Identifying and targeting resistance mechanisms to G12Ci treatment is therefore crucial. To better understand the function of KRASG12C and possible G12Ci bypass mechanisms, we developed an autochthonous KRASG12C-driven PDAC model. Compared to the classical KRASG12D PDAC model, the G12C model exhibits slower tumor growth, yet similar histopathological and molecular features. Aligned with clinical experience, G12Ci treatment of KRASG12C tumors produced modest impact despite stimulating a ‘hot’ tumor immune microenvironment. Immunoprofiling revealed that CD24, a ‘don’t eat me’ signal, is significantly upregulated on cancer …

Clinical Outcomes Of Adult Patients With Newly Diagnosed Mixed Phenotype Acute Leukemia, Hannah Goulart, Farhad Ravandi, Nicholas J Short, Nitin Jain, Naval Daver, Tapan M Kadia, Courtney Dinardo, Gautam Borthakur, Koichi Takahashi, Naveen Pemmaraju, Fadi G Haddad, Guillermo Montalban Bravo, Yesid Alvarado, Ghayas C Issa, Alex Bataller, Sherry Pierce, Sanam Loghavi, Guilin Tang, Sa A Wang, Beenu Thakral, Elizabeth Shpall, Richard Champlin, Issa Khouri, Partow Kebriaei, Guillermo Garcia-Manero, Koji Sasaki, Elias J Jabbour, Jayastu Senapati

Faculty, Staff and Student Publications

Purpose: Mixed phenotype acute leukemia (MPAL) is a rare clinical entity with historically poor outcomes.

Methods: We conducted a retrospective analysis of adults 18 years and older with newly diagnosed B-cell (B/M) or T-cell/myeloid (T/M) MPAL treated at our institution between 2017 and 2024.

Results: We identified 42 patients (median age 70 years); 20 (48%) had B/M MPAL, and 22 (52%) had T/M MPAL; 57% of patients had adverse risk cytogenetics, and 41% had a TP53 mutation. Sixty-two percent of patients were treated with a hybrid regimen, and 45% of patients received intensive therapy. A composite complete remission (CRc; CR …

Mecom Fusion Partner And Bone Marrow Blast Percentage Influence Outcomes Of Patients With Mecom Rearranged Acute Myeloid Leukaemia, Wei-Ying Jen, Guilin Tang, Eitan Kugler, Jennifer Croden, Koji Sasaki, Alexandre Bazinet, Alex Bataller, Guillermo Montalban-Bravo, Gautam Borthakur, Gokce A Toruner, Sanam Loghavi, Nicholas J Short, Ghayas C Issa, Ian M Bouligny, Sherry Pierce, Uday Popat, Naveen Pemmaraju, Elias Jabbour, Guillermo Garcia-Manero, Kapil Bhalla, Farhad Ravandi, Naval G Daver, Courtney D Dinardo, Hagop M Kantarjian, Tapan M Kadia

Faculty, Staff and Student Publications

MECOM rearrangements (MECOM-r) are acute myeloid leukaemia (AML)-defining, regardless of blast percentage or MECOM fusion partner. We sought to investigate if blast percentage or MECOM-r partner was associated with overall survival (OS). We included 152 adult patients with newly diagnosed MECOM-r and classified blast percentage into < 20% or ≥20% and MECOM-r partner into classic (GATA2::MECOM) or variant (others). Thirty-one per cent had < 20% blasts, with 69% having ≥20%; 57% had classic and 43% variant MECOM-r. Treatment was with intensive chemotherapy (IC) in 41% and low-intensity therapy (LIT) in 59%. Composite complete remission rates were similar between IC (50%) and LIT (48%, p = 0.99). The median OS was 17 months (95% confidence interval [CI], 12-not estimable [NE]) for < 20% blasts, compared with 9 months (95% CI, 6-10) for ≥20% blasts (p <  0.01). On multivariate analysis, ≥20% blasts were associated with worse OS (hazard ratio [HR] 1.9, [95% CI, 1.2-3.2], p <  0.01), independent of age, MECOM-r partner, additional cytogenetic abnormalities, treatment intensity, addition of venetoclax and stem cell transplant (SCT). HR for IC was 2.0 (95% CI, 1.1-3.7, p = 0.03). In < 20% blasts, variant MECOM-r was independently associated with a reduced hazard of death (HR 0.2 [95% CI, 0.1-0.8], p <  0.01). MECOM-r AML is a heterogenous entity; consideration should be given to LIT approaches.

The Pneumonia Challenge: Time To End The Global Neglect, Catia Cillóniz, Markus Fally, Scott Evans, Guinevere Dy-Agra, Pneumo-Strategy Group

Faculty, Staff and Student Publications

No abstract provided.

Author Correction: Evidence For Improved Dna Repair In The Long-Lived Bowhead Whale, Denis Firsanov, Max Zacher, Xiao Tian, Todd L Sformo, Yang Zhao, Gregory Tombline, J Yuyang Lu, Zhizhong Zheng, Luigi Perelli, Enrico Gurreri, Li Zhang, Jing Guo, Anatoly Korotkov, Valentin Volobaev, Seyed Ali Biashad, Zhihui Zhang, Johanna Heid, Alexander Y Maslov, Shixiang Sun, Zhuoer Wu, Jonathan Gigas, Eric C Hillpot, John C Martinez, Minseon Lee, Alyssa Williams, Abbey Gilman, Nicholas Hamilton, Ekaterina Strelkova, Ena Haseljic, Avnee Patel, Maggie E Straight, Nalani Miller, Julia Ablaeva, Lok Ming Tam, Chloé Couderc, Michael R Hoopmann, Robert L Moritz, Shingo Fujii, Amandine Pelletier, Dan J Hayman, Hongrui Liu, Yuxuan Cai, Anthony K L Leung, Zhengdong Zhang, C Bradley Nelson, Lisa M Abegglen, Joshua D Schiffman, Vadim N Gladyshev, Carlo C Maley, Mauro Modesti, Giannicola Genovese, Mirre J P Simons, Jan Vijg, Andrei Seluanov, Vera Gorbunova

Faculty, Staff and Student Publications

No abstract provided.

Evidence For Improved Dna Repair In The Long-Lived Bowhead Whale, Denis Firsanov, Max Zacher, Xiao Tian, Todd L Sformo, Yang Zhao, Gregory Tombline, J Yuyang Lu, Zhizhong Zheng, Luigi Perelli, Enrico Gurreri, Li Zhang, Jing Guo, Anatoly Korotkov, Valentin Volobaev, Seyed Ali Biashad, Zhihui Zhang, Johanna Heid, Alexander Y Maslov, Shixiang Sun, Zhuoer Wu, Jonathan Gigas, Eric C Hillpot, John C Martinez, Minseon Lee, Alyssa Williams, Abbey Gilman, Nicholas Hamilton, Ekaterina Strelkova, Ena Haseljic, Avnee Patel, Maggie E Straight, Nalani Miller, Julia Ablaeva, Lok Ming Tam, Chloé Couderc, Michael R Hoopmann, Robert L Moritz, Shingo Fujii, Amandine Pelletier, Dan J Hayman, Hongrui Liu, Yuxuan Cai, Anthony K L Leung, Zhengdong Zhang, C Bradley Nelson, Lisa M Abegglen, Joshua D Schiffman, Vadim N Gladyshev, Carlo C Maley, Mauro Modesti, Giannicola Genovese, Mirre J P Simons, Jan Vijg, Andrei Seluanov, Vera Gorbunova

Faculty, Staff and Student Publications

At more than 200 years, the maximum lifespan of the bowhead whale exceeds that of all other mammals. The bowhead is also the second-largest animal on Earth1, reaching over 80,000 kg. Despite its very large number of cells and long lifespan, the bowhead is not highly cancer-prone, an incongruity termed Peto’s paradox2. Here, to understand the mechanisms that underlie the cancer resistance of the bowhead whale, we examined the number of oncogenic hits required for malignant transformation of whale primary fibroblasts. Unexpectedly, bowhead whale fibroblasts required fewer oncogenic hits to undergo malignant transformation than human fibroblasts. …

Reference Dosimetry Data And Machine Performance Comparison For Tomotherapy Delivery Systems Audited By Iroc, Paige A Taylor, Hunter Mehrens, Mallory C Glenn, Fre'etta Brooks, Hayden Scott, Lian Duan, Taylor Meyers, Diana Carrasco Rojas, Michael Yang, Paola Alvarez, Jessica Lowenstein, Andrea Molineu, Stephen F Kry

Faculty, Staff and Student Publications

The aim of this work was to compare the imaging and radiation oncology core (IROC) on-site TomoTherapy dosimetry measurement results among institutions and generate a dataset of basic dosimetric properties for TomoTherapy units. Independent ion chamber measurements for nine TomoTherapy units were acquired by IROC physicists between 2008 and 2023. Measurements included percent depth dose (PDD) in a water tank and off axis factors (OAF) in a solid Polystyrene phantom. The independent measurements collected during the on-site audits for each TomoTherapy system were compared to corresponding TomoTherapy TPS calculations from the institution to assess agreement. Numeric measurement values and comparative …

Periostin Promotes Sarcoma Growth By Promoting Tumor-Associated Macrophage Migration And Differentiation, Jin-Fen Xiao, Kristin Ishaya, Emily Y Ko, Annaliese Fowler, Marina T Broz, Jlenia Guarnerio

Faculty, Staff and Student Publications

Soft-tissue sarcomas (STS) are characterized by abundant extracellular matrix (ECM) deposition, yet the functional contribution of specific ECM components remains poorly understood. In this study, we identify periostin (POSTN), a matricellular protein, as a regulator of sarcoma progression and the tumor immune microenvironment. Analysis of human sarcoma datasets revealed that high POSTN expression correlates with poor prognosis and elevated expression of ECM-related and myeloid cell–associated genes. In murine genetic models of sarcoma, tumors expressing high levels of Postn displayed enhanced expression of ECM genes and monocyte-recruiting cytokines. Functional silencing of Postnin vivo reduced tumor growth without altering tumor cell …

Bayesian Integrated Learning Of Longitudinal Dose-Response Relationships Via Decentralized Clinical Trials, Jingyi Zhang, Tuo Wang, Yongming Qu, Fangrong Yan, Suyu Liu, Ruitao Lin

Faculty, Staff and Student Publications

Decentralized clinical trials (DCTs) extend trial activities beyond traditional sites, enhancing access, convenience, efficiency, and result generalizability. They are particularly promising for chronic conditions like diabetes and obesity, which require longer study durations to evaluate drug effects. However, decentralized data collection raises concerns about increased variability and potential biases. This paper presents a novel Bayesian integrated learning procedure to analyze dose-response relationships using longitudinal data from a phase II DCT that combines centralized and decentralized data collection. We generalize a parametric exponential decay model to handle mixed data sources and apply Bayesian spike-and-slab priors to address biases and uncertainties from …

International Norms For Adult Handgrip Strength: A Systematic Review Of Data On 24 Million Adults Aged 20 To 100+ Years From 69 Countries And Regions, Grant R Tomkinson, Justin J Lang, Lukáš Rubín, Ryan Mcgrath, Bethany Gower, Terry Boyle, Marilyn G Klug, Alexandra J Mayhew, Henry T Blake, Francisco B Ortega, Cristina Cadenas-Sanchez, Costan G Magnussen, Brooklyn J Fraser, Tetsuhiro Kidokoro, Yang Liu, Kaare Christensen, Darryl P Leong

Faculty, Staff and Student Publications

Background: Muscular strength is a powerful marker of current health status and robust predictor of age-related disease and disability. Handgrip strength (HGS) using isometric dynamometry is a convenient, feasible, and widely used method of assessing muscular strength among people of all ages. While adult HGS norms have been published for many countries, no study has yet synthesized available data to produce international norms. The objective of this study was to generate international sex- and age-specific norms for absolute and body size-normalized HGS across the adult lifespan.

Methods: Systematic searches were conducted in 6 databases/web search engines (MEDLINE, SPORTDiscus, Embase, Web …

Reviewing Vascular Influences On Neuronal Migration, Cortical Development, And Neurodevelopmental Disorders: Focus On Autism, Adhd And Schizophrenia, Lalit K Ahirwar, Spiros L Blackburn, Devin W Mcbride, Peeyush Kumar T

Faculty, Staff and Student Publications

During cortical development, newly born neurons migrate radially or tangentially from their origin to expand the cortex. Simultaneously, neuron-derived factors support angiogenesis, and an elaborate network of blood cerebral vessels develops in the cortex. Traditionally, blood cerebral vessels were considered to support the growing cortex or migrating neurons by providing nutrients and oxygen. However, recent studies have shed light on Endothelial cells' influence on cortical development; they guide neuronal migration by providing molecular cues and structural support. Here, we review the current understanding of how CNS cerebral vessels support neurogenesis, neuronal migration, and the formation of the six-layer cortical structure …

Impact Of Postpartum Diagnosis On Survival Of Women With Inflammatory Breast Cancer, Jennifer H Chen, Rebecca S Slack Tidwell, Megumi Kai, Anthony Lucci, Wendy A Woodward, Helen M Johnson

Faculty, Staff and Student Publications

Background: Postpartum diagnosis of breast cancer confers increased risk of metastasis and death, possibly because of protumorigenic pathways that occur after weaning. We sought to evaluate the impact of postpartum diagnosis on survival in patients with inflammatory breast cancer (IBC).

Methods: We performed a retrospective analysis of patients with nonmetastatic IBC enrolled in a prospective registry (2007-2023). Kruskal-Wallis, χ2, and Fisher exact tests were used to compare between postpartum groups. The Kaplan-Meier method and log-rank tests were used for survival estimates.

Results: Among 320 patients with IBC, 25 (7.8%) were nulliparous, 31 (9.7%) were 0 to 5 years postpartum, 26 …