Digital Commons Network^™

Whole-Of-School Physical Activity Promotion: Findings From Elementary Schools In The United States, Derek W Craig, Christopher D Pfledderer, Natalia I Heredia, Kevin Lanza, Kempson Onadeko, Andjelka Pavlovic, Jizyah Injil, Laura F Defina, Timothy J Walker

Faculty, Staff and Student Publications

INTRODUCTION: Schools can support students' participation in physical activity by offering opportunities consistent with a Whole-of-School (WOS) approach; however, the extent to which physical activity opportunities are provided and how school-level characteristics associate with their use remains unclear. This study examined how elementary schools' use a WOS approach to promote physical activity, as well as associations between school-level characteristics and physical activity opportunities provided.

METHODS: Survey data was collected from 162 elementary schools participating in the NFL PLAY 60 FitnessGram Project during the 2022-2023 school year. A WOS index (ranging from 0 to 12) was created from responses by school …

Economic Disadvantage During Childhood, Obesity, And Diabetes Across Three Birth Cohorts Of Older Mexicans, Jesús-Daniel Zazueta-Borboa, Rafael Samper-Ternent, Rebeca Wong, Neil Mehta

Faculty, Staff and Student Publications

OBJECTIVES: Diabetes prevalence has increased markedly in Mexico. We examined the individual and joint contributions of economic disadvantage during childhood (EDDC) and elevated body weight on diabetes prevalence in 3 cohorts of Mexican adults.

METHODS: Data on those 60-69 years old from the 1930-1939, 1940-1949, and 1950-1959 birth cohorts in Waves 1 (2001), 3 (2012), and 5 (2018) of the Mexican Health and Aging Study were used. EDDC was defined as the absence of a toilet in the household before age 10. Body mass status was defined using self-reported perceived body image at age 50. Diabetes was based on respondent …

Hpv Vaccine-Related Articles Shared On Facebook From 2019 To 2021: Did Covid Make A Difference?, L Aubree Shay, Ashley Mckenzie, Elaine Avshman, Lara S Savas, Ross Shegog

Faculty, Staff and Student Publications

OBJECTIVE: HPV vaccination is recommended for children beginning at age 9 to prevent several types of cancer. Many parents turn to Facebook for health information. This study describes changes in HPV vaccine-related articles shared on Facebook amidst the COVID-19 pandemic.

METHODS: HPV-related articles shared on Facebook (2019-2021) were collected using Buzzsumo, a social media analytics tool and analyzed using content analysis. Articles were categorized by valence, misinformation, evidence types, persuasive tactics, and framing. We quantified these data and tested for difference by article year.

RESULTS: Of the 138 included articles, 51% had positive valence towards the vaccine and 36% had …

Covid-19 Risk Assessment Among Vulnerable Small Business Owners In El Paso County, Texas, Sadie H Conway, Denise Vasquez, Kristina D Mena, Louis D Brown, Soyoung Kwon, Janelle Rios

Faculty, Staff and Student Publications

Background: Our objective was to deliver actionable, worksite-specific COVID-19 risk assessments and mitigation strategies tailored to vulnerable workers in one of the highest-risk areas in the US.

Methods: Four trained, bilingual (English/Spanish) community health workers (CHWs) recruited small businesses (ie, ≤20 employees) across various industries and executed novel on-site infectious disease risk assessment surveys of at least one employer and one employee.

Results: Of 102 participating businesses (95% Hispanic-owned), 96% were characterized as "high risk" or "very high risk" for disease transmission. All businesses reported implementing at least one practice to reduce disease transmission; however, almost half of businesses lacked …

Bivariate Genome-Wide Association Study Of Circulating Fibrinogen And C-Reactive Protein Levels, Julie Hahn, Gerard Temprano-Sagrera, Natalie R Hasbani, Symen Ligthart, Abbas Dehghan, Alisa S Wolberg, Nicholas L Smith, Maria Sabater-Lleal, Alanna C Morrison, Paul S De Vries

Faculty, Staff and Student Publications

Background: Fibrinogen and C-reactive protein (CRP) play an important role in inflammatory pathways and share multiple genetic loci reported in previously published genome-wide association studies (GWAS), highlighting their common genetic background. Leveraging the shared biology may identify further loci pleiotropically associated with both fibrinogen and CRP.

Objectives: To identify novel genetic variants that are pleiotropic and associated with both fibrinogen and CRP, by integrating both phenotypes in a bivariate GWAS by using a multitrait GWAS.

Methods: We performed a bivariate GWAS to identify further pleiotropic genetic loci, using summary statistics of previously published GWAS on fibrinogen (n = 120 246) …

The Association Between Care Integration And Care Quality, Micah B Aaron, Michaela Kerrissey, Zhanna Novikov, Maike V Tietschert, Adam Scherling, Hassina Bahadurzada, Russell S Phillips, Anna D Sinaiko, Sara J Singer

Faculty, Staff and Student Publications

Objective: The study aims to analyze the relationship between care integration and care quality, and to examine if the relationship varies by patient risk.

Data sources and study setting: The key independent variables used validated measures derived from a provider survey of functional (i.e., administrative and clinical systems) and social (i.e., patient integration, professional cooperation, professional coordination) integration. Survey responses represented data from a stratified sample of 59 practice sites from 17 health systems. Dependent variables included three quality measures constructed from patient-level Medicare data: colorectal cancer screening among patients at risk, patient-level 30-day readmission, and a practice-level Healthcare Effectiveness …

Identification Of Proteins Associated With Type 2 Diabetes Risk In Diverse Racial And Ethnic Populations, Shuai Liu, Jingjing Zhu, Hua Zhong, Chong Wu, Haoran Xue, Burcu F Darst, Xiuqing Guo, Peter Durda, Russell P Tracy, Yongmei Liu, W Craig Johnson, Kent D Taylor, Ani W Manichaikul, Mark O Goodarzi, Robert E Gerszten, Clary B Clish, Yii-Der Ida Chen, Heather Highland, Christopher A Haiman, Christopher R Gignoux, Leslie Lange, David V Conti, Laura M Raffield, Lynne Wilkens, Loïc Le Marchand, Kari E North, Kristin L Young, Ruth J Loos, Steve Buyske, Tara Matise, Ulrike Peters, Charles Kooperberg, Alexander P Reiner, Bing Yu, Eric Boerwinkle, Quan Sun, Mary R Rooney, Justin B Echouffo-Tcheugui, Martha L Daviglus, Qibin Qi, Nicholas Mancuso, Changwei Li, Youping Deng, Alisa Manning, James B Meigs, Stephen S Rich, Jerome I Rotter, Lang Wu

Faculty, Staff and Student Publications

Aims/hypothesis: Several studies have reported associations between specific proteins and type 2 diabetes risk in European populations. To better understand the role played by proteins in type 2 diabetes aetiology across diverse populations, we conducted a large proteome-wide association study using genetic instruments across four racial and ethnic groups: African; Asian; Hispanic/Latino; and European.

Methods: Genome and plasma proteome data from the Multi-Ethnic Study of Atherosclerosis (MESA) study involving 182 African, 69 Asian, 284 Hispanic/Latino and 409 European individuals residing in the USA were used to establish protein prediction models by using potentially associated cis- and trans-SNPs. The models were …

Designing A Blockchain Technology Platform For Enhancing The Pre-Exposure Prophylaxis Care Continuum, Anjum Khurshid, Daniel Toshio Harrell, Dennis Li, Camden Hallmark, Ladd Hanson, Nishi Viswanathan, Michelle Carr, Armand Brown, Marlene Mcneese, Kayo Fujimoto

Faculty, Staff and Student Publications

OBJECTIVES: Pre-exposure prophylaxis (PrEP) is a key biomedical intervention for ending the HIV epidemic in the United States, but its uptake is impeded by systemic barriers, including fragmented workflows and ineffective data coordination. This study aims to design PrEPLinker, a blockchain-based, client-centered platform to enhance care to address these challenges by improving care coordination and enabling clients to securely manage their identity and PrEP-related data.

MATERIALS AND METHODS: Using Houston, Texas, as a use case, we conducted a needs assessment with PrEP collaborators to evaluate existing workflows and identify barriers in the PrEP care continuum. Based on these findings, we …

Association Of Common And Rare Variants With Alzheimer’S Disease In More Than 13,000 Diverse Individuals With Whole-Genome Sequencing From The Alzheimer’S Disease Sequencing Project, Wan-Ping Lee, Seung Hoan Choi, Margaret G Shea, Po-Liang Cheng, Beth A Dombroski, Achilleas N Pitsillides, Nancy L Heard-Costa, Hui Wang, Katia Bulekova, Amanda B Kuzma, Yuk Yee Leung, John J Farrell, Honghuang Lin, Brian W Kunkle, Adam Naj, Elizabeth E Blue, Frederick Nusetor, Dongyu Wang, Eric Boerwinkle, William S Bush, Xiaoling Zhang, Philip L De Jager, Josée Dupuis, Lindsay A Farrer, Myriam Fornage, Eden Martin, Margaret Pericak-Vance, Sudha Seshadri, Ellen M Wijsman, Li-San Wang, Alzheimer's Disease Sequencing Project;, Gerard D Schellenberg, Anita L Destefano, Jonathan L Haines, Gina M Peloso

Faculty, Staff and Student Publications

INTRODUCTION: Alzheimer's disease (AD) is a common disorder of the elderly that is both highly heritable and genetically heterogeneous.

METHODS: We investigated the association of AD with both common variants and aggregates of rare coding and non-coding variants in 13,371 individuals of diverse ancestry with whole genome sequencing (WGS) data.

RESULTS: Pooled-population analyses of all individuals identified genetic variants at apolipoprotein E (APOE) and BIN1 associated with AD (p < 5 × 10

DISCUSSION: We observed that complementary pooled-population and subgroup-specific analyses offered unique insights into the genetic architecture of AD.

HIGHLIGHTS: We determine the association of genetic variants with Alzheimer's disease (AD) using …

Feasibility Of An Environmental Scan-Based Approach To Collecting Information About Factors Impacting Cancer Genetics Services In Latin American Countries, Erica M Bednar, Roni Nitecki Wilke, Kirsten Jorgensen, Michael T Walsh, Stephanie Nutt, Karen H Lu, Leandro Nóbrega, Aline Patricia Soares Dias De Souza, Gabriela Da Silva Oliveira, Carlos Eduardo Mattos Da Cunha Andrade, Nelson Purizaca-Rosillo, Pamela Mora, Aldo López Blanco, Lenny N Gallardo-Alvarado, David Cantú-De León, J Alejandro Rauh-Hain

Faculty, Staff and Student Publications

OBJECTIVE: Clinical cancer genetics services are expanding globally, but national policy and health care systems influence availability and implementation. Understanding the environmental factors within a country is required to appropriately implement, adapt, and evaluate cancer genetics service delivery models. An environmental scan (ES) is an approach used in business, public health, health care and other sectors to collect information about an environment or system for strategic decision making and program planning. An ES has been previously used to assess cancer genetics clinic-level factors to inform quality improvement efforts in the United States. We assessed the feasibility of using an ES …

Psychophysical And Functional Outcomes In Chemotherapy-Induced Peripheral Neuropathy After Spinal Cord Stimulation: A Narrative Review And Case Series, Peter D Vu, Kathleen Erin Mcdonough, Patrick M Dougherty, Ryan S D'Souza, Saba Javed

Faculty, Staff and Student Publications

Objectives: Chemotherapy-induced peripheral neuropathy (CIPN) is a complication that may occur after treatment with various anticancer drugs. In refractory CIPN cases, spinal cord stimulation (SCS) has garnered increased attention. The use of gait analysis and psychophysical quantitative sensory testing (QST) as an objective measurement of CIPN-related damage has burgeoned; however, these changes have not been reported for patients with CIPN after SCS implantation using either burst or tonic stimulation.

Materials and methods: This manuscript encompasses two parts: 1) a presentation of pain improvement in a series of patients who underwent tonic vs burst SCS for CIPN measured by gait and …

Neurocognitive Functioning Of Patients With Sinonasal And Nasopharyngeal Cancers Treated With Multimodality Therapy, Dan Yaniv, Lindsay M Niccolai, Jeffrey S Wefel, Catherine M Sullaway, Jack Phan, Clifton David Fuller, Kareem B Haroun, Ehab Y Hanna, Shirley Y Su

Faculty, Staff and Student Publications

Importance Few recent studies have examined neurocognitive functioning (NCF) in patients with sinonasal and nasopharyngeal cancers (NPCs) prior to and following multimodality therapy or the potential differences in NCF by disease variables such as disease site.

Objective The objective of this study is to determine rates of NCF impairments prior to and following multimodality therapy, declines in NCF following radiotherapy (RT), and possible differences in NCF by the disease site.

Design, Setting, and Participants We conducted a retrospective chart review of 39 patients with sinonasal and NPCs who underwent comprehensive neuropsychological evaluations. Twenty patients were evaluated prior to RT, of …

Artificial Intelligence And Machine Learning In Cancer Pain: A Systematic Review, Vivian Salama, Brandon Godinich, Yimin Geng, Laia Humbert-Vidan, Laura Maule, Kareem A Wahid, Mohamed A Naser, Renjie He, Abdallah S R Mohamed, Clifton D Fuller, Amy C Moreno

Faculty, Staff and Student Publications

Background/objectives: Pain is a challenging multifaceted symptom reported by most cancer patients. This systematic review aims to explore applications of artificial intelligence/machine learning (AI/ML) in predicting pain-related outcomes and pain management in cancer.

Methods: A comprehensive search of Ovid MEDLINE, EMBASE and Web of Science databases was conducted using terms: "Cancer," "Pain," "Pain Management," "Analgesics," "Artificial Intelligence," "Machine Learning," and "Neural Networks" published up to September 7, 2023. AI/ML models, their validation and performance were summarized. Quality assessment was conducted using PROBAST risk-of-bias andadherence to TRIPOD guidelines.

Results: Forty four studies from 2006 to 2023 were included. Nineteen studies used …

Anti-Programmed Death Ligand 1 Plus Targeted Therapy In Anaplastic Thyroid Carcinoma: A Nonrandomized Clinical Trial, Maria E Cabanillas, Ramona Dadu, Renata Ferrarotto, Maria Gule-Monroe, Suyu Liu, Bryan Fellman, Michelle D Williams, Mark Zafereo, Jennifer R Wang, Charles Lu, Matthew Ning, Brian A Mckinley, Scott E Woodman, Dzifa Duose, Gary B Gunn, Naifa L Busaidy, Rare Tumor Initiative Team

Faculty, Staff and Student Publications

Importance: Anaplastic thyroid carcinoma (ATC) is a rare and lethal cancer. Although progress has been made in recent years in patients with mutated BRAF tumors, those who respond initially eventually die of their disease; furthermore, there are no approved therapies for non-BRAF mutated tumors.

Objective: To determine whether treatment with matched-targeted therapy plus immune checkpoint inhibitors were associated with improved overall survival (OS).

Design, setting, and participants: A phase 2 trial at a single center, tertiary institution with parallel cohorts, assigning treatment with targeted therapy according to the tumor mutation status. Patients with mutated BRAF V600E tumors received vemurafenib/cobimetinib plus …

Constructing Phylogenetic Trees For Microbiome Data Analysis: A Mini-Review, Ruitao Liu, Xi Qiao, Yushu Shi, Christine B Peterson, William S Bush, Fabio Cominelli, Ming Wang, Liangliang Zhang

Faculty, Staff and Student Publications

As next-generation sequencing technologies advance rapidly and the cost of metagenomic sequencing continues to decrease, researchers now face an unprecedented volume of microbiome data. This surge has stimulated the development of scalable microbiome data analysis methods and necessitated the incorporation of phylogenetic information into microbiome analysis for improved accuracy. Tools for constructing phylogenetic trees from 16S rRNA sequencing data are well-established, as the highly conserved regions of the 16S gene are limited, simplifying the identification of marker genes. In contrast, metagenomic and whole genome shotgun (WGS) sequencing involve sequencing from random fragments of the entire gene, making identification of consistent …

Mortality Risks Associated With Depression In Men With Prostate Cancer, Casey Crump, Pär Stattin, James D Brooks, Jan Sundquist, Weiva Sieh, Kristina Sundquist

Faculty, Staff and Student Publications

Background: Men diagnosed with prostate cancer (PC) have an increased risk of depression; however, it is unclear to what extent depression affects long-term survival. A better understanding of such effects is needed to improve long-term care and outcomes for men with PC.

Objective: To determine the associations between major depression and mortality in a national cohort of men with PC.

Design, setting, and participants: A national cohort study was conducted of all 180 189 men diagnosed with PC in Sweden during 1998-2017. Subsequent diagnoses of major depression were ascertained from nationwide outpatient and inpatient records through 2018.

Outcome measurements and …

Genetic Ablation Of The Isoform Γ Of Pi3k Decreases Antidepressant Efficacy Of Ketamine In Male Mice, Gabriela N Vaz, Flávia C Turcato, Isabel A V Lima, Franciele F Scarante, Melissa R Araújo, Tamires A V Brigante, Livia C M Rodrigues, Francisco S Guimarães, Jaime E C Hallak, Jose A Crippa, Antonio L Teixeira, Antonio C P De Oliveira, Alline Cristina Campos

Faculty, Staff and Student Publications

About one-third of major depressive disorder (MDD) patients demonstrate unresponsiveness to classic antidepressants, and even the clinical efficacy of fast-acting drugs such as ketamine varies significantly among patients with treatment-resistant depression. Nevertheless, the lack of suitable animal models that mimic a possible ketamine-resistant phenotype challenges the understanding of resistance to drug treatment. In this study, we showed that PI3Kγ knock-out (KO) mice do not respond to classical doses of ketamine and classical antidepressants. PI3Kγ KO mice were unresponsive to both the rapid and sustained antidepressant-like effects of a single dose of ketamine in the forced swimming test. Additionally, they were …

Explainable Artificial Intelligence And Domain Adaptation For Predicting Hiv Infection With Graph Neural Networks, Evan Yu, Jingcheng Du, Yang Xiang, Xinyue Hu, Jingna Feng, Xi Luo, John A Schneider, Degui Zhi, Kayo Fujimoto, Cui Tao

Faculty, Staff and Student Publications

OBJECTIVE: Investigation of explainable deep learning methods for graph neural networks to predict HIV infections with social network information and performing domain adaptation to evaluate model transferability across different datasets.

METHODS: Network data from two cohorts of younger sexual minority men (SMM) from two U.S. cities (Chicago, IL, and Houston, TX) were collected between 2014 and 2016. Feature importance from graph attention network (GAT) models were determined using GNNExplainer. Domain adaptation was performed to examine model transferability from one city dataset to the other dataset, training with 100% of the source dataset with 30% of the target dataset and prediction …

Healthcare Disparities, Screening, And Molecular Testing In The Changing Landscape Of Non-Small Cell Lung Cancer In The United States: A Review, Razelle Kurzrock, Aadel A Chaudhuri, David Feller-Kopman, Narjust Florez, Jed Gorden, Ignacio I Wistuba

Faculty, Staff and Student Publications

Inequitable access to care continues to hinder improvements in diagnosis and treatment of lung cancer. This review describes healthcare disparities in the changing landscape of non-small cell lung cancer (NSCLC) in the United States, focusing on racial, ethnic, sex-based, and socioeconomic trends. Furthermore, strategies to address disparities, overcome challenges, and improve patient outcomes are proposed. Barriers exist across lung cancer screening, diagnosis, and treatment regimens, varying by sex, age, race and ethnicity, geography, and socioeconomic status. Incidence and mortality rates of lung cancer are higher among Black men than White men, and incidences in young women are substantially greater than …

Mimosa: A Resource Consisting Of Improved Methylome Prediction Models Increases Power To Identify Dna Methylation-Phenotype Associations, Hunter J Melton, Zichen Zhang, Hong-Wen Deng, Lang Wu, Chong Wu

Faculty, Staff and Student Publications

Although DNA methylation (DNAm) has been implicated in the pathogenesis of numerous complex diseases, from cancer to cardiovascular disease to autoimmune disease, the exact methylation sites that play key roles in these processes remain elusive. One strategy to identify putative causal CpG sites and enhance disease etiology understanding is to conduct methylome-wide association studies (MWASs), in which predicted DNA methylation that is associated with complex diseases can be identified. However, current MWAS models are primarily trained using the data from single studies, thereby limiting the methylation prediction accuracy and the power of subsequent association studies. Here, we introduce a new …

Excess Risk Of Chronic Health Conditions In Black Adolescent And Young Adult Cancer Survivors, Amy M Berkman, Eunju Choi, Christabel K Cheung, John M Salsman, Susan K Peterson, Clark R Andersen, Qian Lu, J A Livingston, Aryce Battle, Michelle A T Hildebrandt, Susan K Parsons, Michael E Roth

Faculty, Staff and Student Publications

Background: The US population of adolescent and young adult (age 15-39 years at diagnosis) cancer survivors is growing. Previous studies have identified racial and ethnic disparities in survival and health outcomes in racially minoritized survivors, including Black survivors, compared with White survivors. However, comparisons should be made between those of the same race or ethnicity with and without a history of AYA cancer to fully understand the association of a cancer diagnosis with socioeconomic status (SES) and health outcomes within a minoritized population.

Methods: Non-Hispanic Black AYA cancer survivors and non-Hispanic Black age- and sex-matched controls were identified from self-reported …

Keratinocyte Carcinomas In Survivors Of Childhood Cancer: A Report From The Childhood Cancer Survivor Study, Christina Boull, Yan Chen, Cindy Im, Alan Geller, Yadav Sapkota, James E Bates, Rebecca Howell, Michael A Arnold, Miriam Conces, Louis S Constine, Leslie Robison, Yutaka Yasui, Gregory T Armstrong, Joseph P Neglia, Lucie M Turcotte

Faculty, Staff and Student Publications

Background: Childhood cancer survivors (CCS) are at increased risk for keratinocyte carcinomas (KC) however, the long-term incidence of single and multiple KC is not well established.

Objective: Identify risk factors and quantify KC cumulative incidence and multiple-incidence burden in CCS.

Methods: KC were identified among Childhood Cancer Survivor Study participants, a cohort of 5-year cancer survivors diagnosed < 21 years of age between 1970 and 1999 in North America. Cumulative incidence was estimated and multivariable models assessed relative rates of KC associated with survivor and treatment characteristics.

Results: Among 25,658 participants, 1446 developed 5363 KC (93.5% basal cell carcinoma, 6.7% squamous cell carcinoma; mean age 37.0 years (range 7.3-67.4), mean latency 25.7 years; 95.3% White and 88.4% with radiotherapy). Mean lesion count was 3.7 with 26.1% experiencing ≥4. Radiotherapy imparted …

Radiation-Induced Macrovessel/Microvessel Disease, Jun-Ichi Abe, Bryan G Allen, Andreas M Beyer, David Lewandowski, Kranti A Mapuskar, Vikram Subramanian, Michelle R Tamplin, Isabella M Grumbach

Faculty, Staff and Student Publications

Radiation therapy (RT) is a cornerstone in cancer treatment (used in 50% of cases), yet challenges persist because damage to normal tissue through direct impact of radiation or bystander effects is inevitable. Injury of macrovessels by RT manifests as obstructive disease, which is akin to atherosclerotic disease. Historically observed in coronary arteries of patients treated for breast cancer and lymphoma, it also affects patients receiving contemporary therapy for lung and chest cancers. Moreover, radiation at various sites can lead to peripheral vascular disease. An aspect of radiation-induced injury that has received little attention is microvascular injury, which typically results from …

Development Of Novel Ionization Chambers For Reference Dosimetry In Electron Flash Radiotherapy, Kevin Liu, Shannon Holmes, Ahtesham Ullah Khan, Brian Hooten, Larry Dewerd, Emil Schüler, Sam Beddar

Faculty, Staff and Student Publications

Background: Reference dosimetry in ultra-high dose rate (UHDR) beamlines is significantly hindered by limitations in conventional ionization chamber design. In particular, conventional chambers suffer from severe charge collection efficiency (CCE) degradation in high dose per pulse (DPP) beams.

Purpose: The aim of this study was to optimize the design and performance of parallel plate ion chambers for use in UHDR dosimetry applications, and evaluate their potential as reference class chambers for calibration purposes. Three chamber designs were produced to determine the influence of the ion chamber response on electrode separation, field strength, and collection volume on the ion chamber response …

Prediction Of Pathological Complete Response To Chemotherapy For Breast Cancer Using Deep Neural Network With Uncertainty Quantification, Bowen Jing, Kai Wang, Erich Schmitz, Shanshan Tang, Yunxiang Li, You Zhang, Jing Wang

Faculty, Staff and Student Publications

Background: The I-SPY 2 trial is a national-wide, multi-institutional clinical trial designed to evaluate multiple new therapeutic drugs for high-risk breast cancer. Previous studies suggest that pathological complete response (pCR) is a viable indicator of long-term outcomes of neoadjuvant chemotherapy for high-risk breast cancer. While pCR can be assessed during surgery after the chemotherapy, early prediction of pCR before the completion of the chemotherapy may facilitate personalized treatment management to achieve an improved outcome. Notably, the acquisition of dynamic contrast-enhanced magnetic resonance (DCEMR) images at multiple time points during the I-SPY 2 trial opens up the possibility of achieving early …

Drug And Biomarker Tissue Levels In A Randomized Presurgical Trial On Exemestane Alternative Schedules, Davide Serrano, Harriet Johansson, Bjørn-Erik Bertelsen, Sara Gandini, Gunnar Mellgren, Parijatham Thomas, Katherine D Crew, Nagi B Kumar, Debora Macis, Valentina Aristarco, Aliana Guerrieri-Gonzaga, Matteo Lazzeroni, Mauro D'Amico, Tania Buttiron-Webber, Irene Maria Briata, Stefano Spinaci, Viviana Galimberti, Lana A Vornik, Eduardo Villar-Sanchez, Powel H Brown, Brandy M Heckman-Stoddard, Eva Szabo, Bernardo Bonanni, Andrea Decensi

Faculty, Staff and Student Publications

The drug's activity at the target tissue could help to define the minimal effective dose to promote cancer preventive therapy. Here we present exemestane and sex hormone concentrations within breast tissue from a presurgical study of alternative exemestane schedules. Postmenopausal women candidates for breast surgery for estrogen receptor-positive breast cancer were randomly assigned to exemestane 25 mg once daily (QD), 25 mg 3 times/week (TIW), or 25 mg per week (QW) for 4-6 weeks before surgery. Drug and sex hormones were analyzed from homogenized frozen tissue using a QTRAP 6500+ LC-MS/MS System. Tissue drug concentrations were detectable only in the …

Pathway-Based Clustering Identifies Two Subtypes Of Cancer-Associated Fibroblasts Associated With Distinct Molecular And Clinical Features In Pancreatic Ductal Carcinoma, Hongjing Ai, Rongfang Nie, Xiaosheng Wang

Faculty, Staff and Student Publications

Existing single-cell clustering methods are based on gene expressions that are susceptible to dropout events in single-cell RNA sequencing (scRNA-seq) data. To overcome this limitation, we proposed a pathway-based clustering method for single cells (scPathClus). scPathClus first transforms single-cell gene expression matrix into pathway enrichment matrix and generates its latent feature matrix. Based on the latent feature matrix, scPathClus clusters single cells using the method of community detection. Applying scPathClus to PDAC scRNA-seq datasets, we identified two types of cancer-associated fibroblasts (CAFs), termed csCAFs and gapCAFs, which highly expressed complement system and gap junction-related pathways, respectively. Spatial transcriptome analysis revealed …

Brain Gray Matter Changes In Children At Risk For Sudden Unexpected Death In Epilepsy, Bhaswati Roy, Jennifer A Ogren, Luke A Allen, Beate Diehl, Raman Sankar, Samden D Lhatoo, Rajesh Kumar, Ronald M Harper

Faculty, Staff and Student Publications

Background: Potential failing adult brain sites, stratified by risk, mediating Sudden Unexpected Death in Epilepsy (SUDEP) have been described, but are unknown in children.

Methods: We examined regional brain volumes using T1-weighted MRI images in 21 children with epilepsy at high SUDEP risk and 62 healthy children, together with SUDEP risk scores, calculated from focal seizure frequency. Gray matter tissue type was partitioned, maps normalized, smoothed, and compared between groups (SPM12; ANCOVA; covariates, age, sex, and BMI). Partial correlations between regional volumes and seizure frequency were examined (SPM12, covariates, age, sex, and BMI); 67% were at high risk for SUDEP. …

Motivations For And Against Participation In Neonatal Research: Insights From Interviews Of Diverse Parents Approached For Neonatal Research In The United States, Elliott Mark Weiss, Pamela K Donohue, Susan H Wootton, Emily Stevens, Stephanie L Merhar, Mihai Puia-Dumitrescu, Amanda Mercer, Ellie Oslin, Kathryn M Porter, Benjamin S Wilfond

Faculty, Staff and Student Publications

Objective: To describe parents' motivations for and against participation in neonatal research, including the views of those who declined participation.

Study design: We performed 44 semi-structured, qualitative interviews of parents approached for neonatal research. Here we describe their motivations for and against participation.

Results: Altruism was an important reason parents chose to participate. Some hoped participation in research would benefit their infant. Burdens of participation to the family, such as transportation to follow up (distinct from risks/burdens to the infant), were often deciding factors among those who declined participation. Perceived risks to the infant were reasons against participation, but parents …

Outcomes Of Lateralized Reverse Total Shoulder Arthroplasty Versus Latissimus Dorsi Transfer For External Rotation Deficit: A Systematic Review And Meta-Analysis, Keegan M Hones, Caroline T Gutowski, Taylor R Rakauskas, Victoria E Bindi, Trevor Simcox, Jonathan O Wright, Bradley S Schoch, Thomas W Wright, Jean-David Werthel, Joseph J King, Kevin A Hao

Faculty, Staff and Student Publications

Background: To compare clinical outcomes following lateralized reverse shoulder arthroplasty (RSA) versus RSA with latissimus dorsi transfer (LDT) in patients with poor preoperative active external rotation (ER).

Methods: We performed a systematic review per Preferred Reporting Items for Systematic Reviews and Meta-Analyses (PRISMA) guidelines. We queried PubMed/Medline, Embase, Web of Science, and Cochrane databases to identify articles reporting clinical outcomes of RSA with LDT or lateralized RSA alone performed in patients with preoperative ER ≤0°. Our primary outcomes were active ER, active forward elevation (FE), Constant score, and the incidence of complications.

Results: We included 12 RSA with LDT studies …