Medicine and Health Sciences Commons^™

Study Design And Methods: Us Study To Protect Brain Health Through Lifestyle Intervention To Reduce Risk (Us Pointer), Laura D Baker, Heather M Snyder, Mark A Espeland, Rachel A Whitmer, Miia Kivipelto, Nancy Woolard, Jeffrey Katula, Kathryn V Papp, Jennifer Ventrelle, Sarah Graef, Marcus A Hill, Scott Rushing, Julia Spell, Laura Lovato, Deborah Felton, Benjamin J Williams, Mina Ghadimi Nouran, Rema Raman, Tiia Ngandu, Alina Solomon, Sharon Wilmoth, Maryjo L Cleveland, Jeff D Williamson, Katherine L Lambert, Sarah Tomaszewski Farias, Claire E Day, Christy C Tangney, Darren R Gitelman, Olivia Matongo, Terrianne Reynolds, Valory N Pavlik, Melissa M Yu, Ashley S Alexander, Richard Elbein, Ann Marie Mcdonald, Stephen Salloway, Rena R Wing, Susan Antkowiak, Martha Clare Morris, Maria C Carrillo

Faculty, Staff and Students Publications

INTRODUCTION: The U.S. study to protect brain health through lifestyle intervention to reduce risk (U.S. POINTER) is conducted to confirm and expand the results of the Finnish Geriatric Intervention Study to Prevent Cognitive Impairment and Disability (FINGER) in Americans.

METHODS: U.S. POINTER was planned as a 2-year randomized controlled trial of two lifestyle interventions in 2000 older adults at risk for dementia due to well-established factors. The primary outcome is a global cognition composite that permits harmonization with FINGER.

RESULTS: U.S. POINTER is centrally coordinated and conducted at five clinical sites (ClinicalTrials.gov: NCT03688126). Outcomes assessments are completed at baseline and …

Using Mobile Technology For Family-Based Prevention In Families With Low Incomes: Lessons From A Randomized Controlled Trial Of A Childhood Obesity Prevention Program, Thomas G Power, Susan S Baker, Karen V Barale, M Catalina Aragón, Jane D Lanigan, Louise Parker, Karina Silva Garcia, Garry Auld, Nilda Micheli, Sheryl O Hughes

Faculty, Staff and Students Publications

Researchers are increasingly using web-based technologies to deliver family-based, prevention programming. Few studies have examined the success of such approaches for families with low incomes. The purpose of this study was to describe the level of in-class and online engagement in a childhood obesity prevention program for parents with low incomes, to examine the demographic correlates of parent engagement, and to examine dosage effects on parental feeding outcomes as a function of online exposure. All participants attended in-class nutrition education classes (Eating Smart · Being Active) as part of the Expanded Food and Nutrition Education Program (EFNEP) in Colorado and …

Genetic Architecture And Biology Of Youth-Onset Type 2 Diabetes, Soo Heon Kwak, Shylaja Srinivasan, Ling Chen, Jennifer Todd, Josep M Mercader, Elizabeth T Jensen, Jasmin Divers, Amy K Mottl, Catherine Pihoker, Rachelle G Gandica, Lori M Laffel, Elvira Isganaitis, Morey W Haymond, Lynne L Levitsky, Toni I Pollin, Jose C Florez, Jason Flannick, Progress In Diabetes Genetics In Youth (Prodigy) Consortium

Faculty, Staff and Students Publications

The prevalence of youth-onset type 2 diabetes (T2D) and childhood obesity has been rising steadily1, producing a growing public health concern1 that disproportionately affects minority groups2. The genetic basis of youth-onset T2D and its relationship to other forms of diabetes are unclear3. Here we report a detailed genetic characterization of youth-onset T2D by analysing exome sequences and common variant associations for 3,005 individuals with youth-onset T2D and 9,777 adult control participants matched for ancestry, including both males and females. We identify monogenic diabetes variants in 2.4% of individuals and three exome-wide significant ( …

Number Of Children In The Household Influences Respiratory Morbidities In Children With Bronchopulmonary Dysplasia In The Outpatient Setting, Joseph M Collaco, Katharine R Tsukahara, Michael C Tracy, Catherine A Sheils, Jessica L Rice, Lawrence M Rhein, Antonia P Popova, Leif Nelin, Audrey N Miller, Winston M Manimtim, Jonathan C Levin, Khanh Lai, Jacob A Kaslow, Lystra P Hayden, Manvi Bansal, Eric D Austin, Brianna Aoyama, Gangaram Akangire, Amit Agarwal, Natalie Villafranco, Sharon A Mcgrath-Morrow

Faculty, Staff and Students Publications

BACKGROUND: Bronchopulmonary dysplasia (BPD), a common complication of prematurity, is associated with outpatient morbidities, including respiratory exacerbations. Daycare attendance is associated with increased rates of acute and chronic morbidities in children with BPD. We sought to determine if additional children in the household conferred similar risks for children with BPD.

METHODS: The number of children in the household and clinical outcomes were obtained via validated instruments for 933 subjects recruited from 13 BPD specialty clinics in the United States. Clustered logistic regression models were used to test for associations.

RESULTS: The mean gestational age of the study population was 26.5 …

The Potential Epidemiologic, Clinical, And Economic Value Of A Universal Coronavirus Vaccine: A Modelling Study, Sarah M Bartsch, Kelly J O'Shea, Danielle C John, Ulrich Strych, Maria Elena Bottazzi, Marie F Martinez, Allan Ciciriello, Kevin L Chin, Colleen Weatherwax, Kavya Velmurugan, Jessie Heneghan, Sheryl A Scannell, Peter J Hotez, Bruce Y Lee

Faculty, Staff and Students Publications

BACKGROUND: With efforts underway to develop a universal coronavirus vaccine, otherwise known as a pan-coronavirus vaccine, this is the time to offer potential funders, researchers, and manufacturers guidance on the potential value of such a vaccine and how this value may change with differing vaccine and vaccination characteristics.

METHODS: Using a computational model representing the United States (U.S.) population, the spread of SARS-CoV-2 and the various clinical and economic outcomes of COVID-19 such as hospitalisations, deaths, quality-adjusted life years (QALYs) lost, productivity losses, direct medical costs, and total societal costs, we explored the impact of a universal vaccine under different …

Proteome Analysis For Inflammation Related To Acute And Convalescent Infection, Tara K Sigdel, Swastika Sur, Patrick Boada, Suzanne M Mcdermott, Cecilia S Lindestam Arlehamn, Kristy O Murray, Linda K Bockenstedt, Maggie Kerwin, Elaine F Reed, Eva Harris, Ken Stuart, Bjoern Peters, Ana Sesma, Ruth R Montgomery, Minnie M Sarwal

Faculty, Staff and Students Publications

Infectious diseases are a significant burden in global healthcare. Pathogens engage with different host defense mechanisms. However, it is currently unknown if there are disease-specific immune signatures and/or if different pathogens elicit common immune-associated molecular entities to common therapeutic interventions. We studied patients enrolled through the Human Immunology Project Consortium (HIPC), which focuses on immune responses to various infections. Blood samples were collected and analyzed from patients during infection and follow-up time points at the convalescent stage. The study included samples from patients with Lyme disease (LD), tuberculosis (TB), malaria (MLA), dengue virus (DENV), and West Nile virus (WNV), as …

Distribution Of P2y And P2x Purinergic Receptor Expression Within The Intestine, Kristen A Engevik, Francesca J Scribano, J Thomas Gebert, Jacob L Perry, Sue E Crawford, Joseph M Hyser

Faculty, Staff and Students Publications

Nucleotides are potent extracellular signaling molecules during homeostasis, infection, and injury due to their ability to activate purinergic receptors. The nucleotide ATP activates P2X receptors (P2RXs), whereas the nucleotides ADP, ATP, UTP, and UDP-glucose selectively activate different P2Y receptors (P2RYs). Several studies have established crucial roles for P2 receptors during intestinal inflammatory and infectious diseases, yet the most extensive characterization of purinergic signaling has focused on immune cells and the central and enteric nervous systems. As epithelial cells serve as the first barrier against irritants and infection, we hypothesized that the gut epithelium may express multiple purinergic receptors that respond …

How Much Exercise Is Too Much? Understanding The Impact On Atrial Remodelling, Xavier O Scott, Na Li

Faculty, Staff and Students Publications

No abstract provided.

Dapagliflozin For Atrial Fibrillation, Na Li, Mihail G Chelu, Yochai Birnbaum

Faculty, Staff and Students Publications

No abstract provided.

Pediatric Cancer Incidence Among Individuals With Overgrowth Syndromes And Overgrowth Features: A Population-Based Assessment In Seven Million Children, Gillean K Connolly, Rachel D Harris, Charles Shumate, Surya P Rednam, Mark A Canfield, Sharon E Plon, Joanne Nguyen, Jeremy M Schraw, Philip J Lupo

Faculty, Staff and Students Publications

Background: Overgrowth syndromes (e.g., Beckwith-Wiedemann) are associated with an increased risk of pediatric cancer, although there are few population-based estimates of risk. There are also limited studies describing associations between other overgrowth features (e.g., hepatosplenomegaly) and pediatric cancer. Therefore, cancer risk among children with these conditions was evaluated with data from a large, diverse population-based registry linkage study.

Methods: This study includes all live births in Texas during the years 1999-2017. Children with overgrowth features and syndromes were identified from the Texas Birth Defects Registry; children with cancer were identified by linkage to the Texas Cancer Registry. Cox regression models …

Role Of Camk2d In Neurodevelopment And Associated Conditions, Pomme M F Rigter, Charlotte De Konink, Matthew J Dunn, Martina Proietti Onori, Jennifer B Humberson, Matthew Thomas, Caitlin Barnes, Carlos E Prada, K Nicole Weaver, Thomas D Ryan, Oana Caluseriu, Jennifer Conway, Emily Calamaro, Chin-To Fong, Wim Wuyts, Marije Meuwissen, Eva Hordijk, Carsten N Jonkers, Lucas Anderson, Berfin Yuseinova, Sarah Polonia, Diane Beysen, Zornitza Stark, Elena Savva, Cathryn Poulton, Fiona Mckenzie, Elizabeth Bhoj, Caleb P Bupp, Stéphane Bézieau, Sandra Mercier, Amy Blevins, Ingrid M Wentzensen, Fan Xia, Jill A Rosenfeld, Tzung-Chien Hsieh, Peter M Krawitz, Miriam Elbracht, Danielle C M Veenma, Howard Schulman, Margaret M Stratton, Sébastien Küry, Geeske M Van Woerden

Faculty, Staff and Students Publications

The calcium/calmodulin-dependent protein kinase type 2 (CAMK2) family consists of four different isozymes, encoded by four different genes-CAMK2A, CAMK2B, CAMK2G, and CAMK2D-of which the first three have been associated recently with neurodevelopmental disorders. CAMK2D is one of the major CAMK2 proteins expressed in the heart and has been associated with cardiac anomalies. Although this CAMK2 isoform is also known to be one of the major CAMK2 subtypes expressed during early brain development, it has never been linked with neurodevelopmental disorders until now. Here we show that CAMK2D plays an important role in neurodevelopment not only in mice but also in …

Quality Assurance For Stereotactic Body Radiation Therapy For Gynecologic Malignancies, Samuel N Andersen, Mark D Bonnen, Michelle S Ludwig, Shraddha M Dalwadi

Faculty, Staff and Students Publications

The use of stereotactic body radiation therapy (SBRT) is not well studied or reported in the treatment of gynecologic malignancies, despite its success in the definitive management of other cancer sites. This report describes a rigorous quality assurance process for patients to undergo dose escalation to the pelvis via stereotactic photon beam irradiation. Patients who receive SBRT must be ineligible for conventional brachytherapy boost and undergo comprehensive informed consent. Fiducial placement, bowel prep, Foley catheter placement with standardized bladder filling, computerized tomography (CT) simulation with whole-body immobilization, magnetic resonance imaging (MRI)-assisted target delineation, planning aims based on the established brachytherapy …

Outcomes After Bioprosthetic Versus Mechanical Mitral Valve Replacement For Infective Endocarditis In The United States, Katie J Hogan, Christopher B Sylvester, Matthew J Wall, Todd K Rosengart, Joseph S Coselli, Marc R Moon, Subhasis Chatterjee, Ravi K Ghanta

Faculty, Staff and Students Publications

Objective

In patients who underwent mitral valve replacement for infectious endocarditis, we evaluated the association of prosthesis choice with readmission rates and causes (the primary outcomes), as well as with in-hospital mortality, cost, and length of stay (the secondary outcomes).

Methods

Patients with infectious endocarditis who underwent isolated mitral valve replacement from January 2016 to December 2018 were identified in the United States Nationwide Readmissions Database and stratified by valve type. Propensity score matching was used to compare adjusted outcomes.

Results

A weighted total of 4206 patients with infectious endocarditis underwent bioprosthetic mitral valve replacement (n = 3132) and mechanical …

Outcomes Of Minimally Invasive Isolated Tricuspid Valve Repair And Replacement Through Right Mini-Thoracotomy, Ahmed Alnajar, Subhasis Chatterjee, Jacqueline K Olive, Mahmut S Kaymakci, Lauren Gray, Zachary Gray, Joao R Breda, Joseph Lamelas

Faculty, Staff and Students Publications

OBJECTIVE: Isolated tricuspid valve surgery is uncommon and associated with high perioperative morbidity and mortality. We aimed to study the overall outcomes of patients who underwent minimally invasive right thoracotomy tricuspid valve surgery (Mini-TVS), consisting of either tricuspid valve repair (TVre) or replacement (TVR).

METHODS: We performed a retrospective analysis of all Mini-TVS procedures (2017-2022), through which we identified isolated tricuspid valve surgeries. We examined in-hospital outcomes, survival analysis over a 4-year period, and competing risk analysis for reoperative surgery.

RESULTS: Among a total of 51 patients, the average age was 60 ± 16 years, and 67% (n = 34) …

Outcomes Of Minimally Invasive Isolated Tricuspid Valve Repair And Replacement Through Right Mini-Thoracotomy, Ahmed Alnajar, Subhasis Chatterjee, Jacqueline K Olive, Mahmut S Kaymakci, Lauren Gray, Zachary Gray, Joao R Breda, Joseph Lamelas

Faculty, Staff and Students Publications

OBJECTIVE: Isolated tricuspid valve surgery is uncommon and associated with high perioperative morbidity and mortality. We aimed to study the overall outcomes of patients who underwent minimally invasive right thoracotomy tricuspid valve surgery (Mini-TVS), consisting of either tricuspid valve repair (TVre) or replacement (TVR).

METHODS: We performed a retrospective analysis of all Mini-TVS procedures (2017-2022), through which we identified isolated tricuspid valve surgeries. We examined in-hospital outcomes, survival analysis over a 4-year period, and competing risk analysis for reoperative surgery.

RESULTS: Among a total of 51 patients, the average age was 60 ± 16 years, and 67% (n = 34) …

Social Determinants Of Health Framework To Identify And Reduce Barriers To Imaging In Marginalized Communities, Mohab M Elmohr, Zulqarnain Javed, Prachi Dubey, John E Jordan, Lubdha Shah, Khurram Nasir, Eric M Rohren, Christie M Lincoln

Faculty, Staff and Students Publications

Social determinants of health (SDOH) are conditions influencing individuals' health based on their environment of birth, living, working, and aging. Addressing SDOH is crucial for promoting health equity and reducing health outcome disparities. For conditions such as stroke and cancer screening where imaging is central to diagnosis and management, access to high-quality medical imaging is necessary. This article applies a previously described structural framework characterizing the impact of SDOH on patients who require imaging for their clinical indications. SDOH factors can be broadly categorized into five sectors: economic stability, education access and quality, neighborhood and built environment, social and community …

Early Recognition Of Clinical Trajectories Using Machine Learning In Hospitalized Heart Failure Patients, Ruizhi Liao, Claire Beskin, Arash Harzand, Grace Lin, Jacob Joseph, Biykem Bozkurt

Faculty, Staff and Students Publications

No abstract provided.

Strategies For Secondary Use Of Real-World Clinical And Administrative Data For Outcome Ascertainment In Pragmatic Clinical Trials, Cynthia Hau, Patricia A Woods, Amanda S Guski, Srihari I Raju, Liang Zhu, Patrick R Alba, William C Cushman, Peter A Glassman, Areef Ishani, Addison A Taylor, Ryan E Ferguson, Sarah M Leatherman

Faculty, Staff and Students Publications

Background: Pragmatic trials are gaining popularity as a cost-effective way to examine treatment effectiveness and generate timely comparative evidence. Incorporating supplementary real-world data is recommended for robust outcome monitoring. However, detailed operational guidelines are needed to inform effective use and integration of heterogeneous databases.

Objective: Lessons learned from the Veterans Affairs (VA) Diuretic Comparison Project (DCP) are reviewed, providing adaptable recommendations to capture clinical outcomes from real-world data.

Methods: Non-cancer deaths and major cardiovascular (CV) outcomes were determined using VA, Medicare, and National Death Index (NDI) data. Multiple ascertainment strategies were applied, including claims-based algorithms, natural language processing, and systematic …

The History Of Extracorporeal Membrane Oxygenation And The Development Of Extracorporeal Membrane Oxygenation Anticoagulation, Robert Bartlett, Deepa J Arachichilage, Meera Chitlur, Shiu-Ki Rocky Hui, Cindy Neunert, Andrew Doyle, Andrew Retter, Beverley J Hunt, Hoong Sern Lim, Arun Saini, Thomas Renné, Vadim Kostousov, Jun Teruya

Faculty, Staff and Students Publications

Extracorporeal membrane oxygenation (ECMO) was first started for humans in early 1970s by Robert Bartlett. Since its inception, there have been numerous challenges with extracorporeal circulation, such as coagulation and platelet activation, followed by consumption of coagulation factors and platelets, and biocompatibility of tubing, pump, and oxygenator. Unfractionated heparin (heparin hereafter) has historically been the defacto anticoagulant until recently. Also, coagulation monitoring was mainly based on bedside activated clotting time and activated partial thromboplastin time. In the past 50 years, the technology of ECMO has advanced tremendously, and thus, the survival rate has improved significantly. The indication for ECMO has …

Preparing Community Health Workers To Empower Latino(A)S With Diabetes: A Real-World Implementation Study, Laura Porterfield, Zuleica Santiago Delgado, Premal G Patel, Michael L Goodman, Kendall M Campbell, Elizabeth M Vaughan

Faculty, Staff and Students Publications

Purpose: The purpose of the study was to evaluate the delivery of diabetes self-management education (DSME) to Latino(a) adults by community health workers (CHWs).

Methods: Investigators developed an evidence-based, bilingual (Spanish/English) diabetes education curriculum and trained 10 CHWs on its content. CHWs then implemented the curriculum in 6-month diabetes group visit programs for low-income Latino(a)s with type 2 diabetes in nonacademic 501(c)3 community clinics. Investigators evaluated efficacy of the training through successful implementation, measured by participant group visit acceptance and attendance.

Results: Participants (n = 70) reported high levels of program satisfaction (3.8/4.0), improvement in quality of life (9.7/10), meeting …

Biophysical And Biochemical Characterization Of A Recombinant Lyme Disease Vaccine Antigen, Cspz-Ya, Yi-Lin Chen, Jungsoon Lee, Zhuyun Liu, Ulrich Strych, Maria Elena Bottazzi, Yi-Pin Lin, Wen-Hsiang Chen

Faculty, Staff and Students Publications

Lyme disease, caused by Lyme Borrelia spirochetes, is the most common vector-borne illness in the United States. Despite its global significance, with an estimated 14.5 % seroprevalence, there is currently no licensed vaccine. Previously, we demonstrated that CspZ-YA protein conferred protection against Lyme Borrelia infection, making it a promising vaccine candidate. However, such a protein was tagged with hexahistidine, and thus not preferred for vaccine development; furthermore, the formulation to stabilize the protein was understudied. In this work, we developed a two-step purification process for tag-free E. coli-expressed recombinant CspZ-YA. We further utilized various bioassays to analyze the protein and …

Intramuscular But Not Nebulized Administration Of A Mrna Vaccine Against Rhodococcus Equi Stimulated Humoral Immune Responses In Neonatal Foals, Rebecca M Legere, Cristina Poveda, Jeannine A Ott, Jocelyne M Bray, Emma G Villafone, Bibiana Petri Da Silveira, Susanne K Kahn, Cameron L Martin, Chiara Mancino, Francesca Taraballi, Michael F Criscitiello, Luc Berghman, Angela I Bordin, Jeroen Pollet, Noah D Cohen

Faculty, Staff and Students Publications

Objective: Design and evaluate immune responses of neonatal foals to a mRNA vaccine expressing the virulence-associated protein A (VapA) of Rhodococcus equi.

Animals: Cultured primary equine respiratory tract cells; Serum, bronchoalveolar lavage fluid (BALF), and peripheral blood mononuclear cells (PBMCs) from 30 healthy Quarter Horse foals.

Methods: VapA expression was evaluated by western immunoblot in cultured equine bronchial cells transfected with 4 mRNA constructs encoding VapA. The mRNA construct with greatest expression was used to immunize foals at ages 2 and 21 days in 5 groups: (1) 300 μg nebulized mRNA (n = 6); (2) 600 μg nebulized mRNA (n …

Herpes Zoster And Risk Of Incident Parkinson's Disease In Us Veterans: A Matched Cohort Study, Louis Tunnicliffe, Rimona S Weil, Judith Breuer, Maria C Rodriguez-Barradas, Liam Smeeth, Christopher T Rentsch, Charlotte Warren-Gash

Faculty, Staff and Students Publications

Background: Although some systemic infections are associated with Parkinson's disease (PD), the relationship between herpes zoster (HZ) and PD is unclear.

Objective: The objective is to investigate whether HZ is associated with incident PD risk in a matched cohort study using data from the US Department of Veterans Affairs.

Methods: We compared the risk of PD between individuals with incident HZ matched to up to five individuals without a history of HZ using Cox proportional hazards regression. In sensitivity analyses, we excluded early outcomes.

Results: Among 198,099 individuals with HZ and 976,660 matched individuals without HZ (median age 67.0 years …

Fibroblast Heterogeneity In Pulmonary Fibrosis: A New Target For Therapeutics Development?, Konstantin Tsoyi, Ivan O Rosas

Faculty, Staff and Students Publications

No abstract provided.

The Human Vaginal Microbiota: From Clinical Medicine To Models To Mechanisms, Samantha Ottinger, Clare M Robertson, Holly Branthoover, Kathryn A Patras

Faculty, Staff and Students Publications

The composition of the vaginal microbiota is linked to numerous reproductive health problems, including increased susceptibility to infection, pregnancy complications, and impaired vaginal tissue repair; however, the mechanisms contributing to these adverse outcomes are not yet fully defined. In this review, we highlight recent clinical advancements associating vaginal microbiome composition and function with health outcomes. Subsequently, we provide a summary of emerging models employed to identify microbe-microbe interactions contributing to vaginal health, including metagenomic sequencing, multi-omics approaches, and advances in vaginal microbiota cultivation. Last, we review new in vitro, ex vivo, and in vivo models, such as organoids and humanized …

A Public Health Perspective On Mitigating The Global Burden Of Chronic Liver Disease, Maya Balakrishnan, Jürgen Rehm

Faculty, Staff and Students Publications

Chronic liver disease is a significant global health problem. Epidemiological trends do not show improvement in chronic liver disease incidence but rather a shift in etiologies, with steatotic liver disease (SLD) from metabolic dysfunction and alcohol becoming increasingly important causes. Consequently, there is a pressing need to develop a comprehensive public health approach for SLD. To that end, we propose a public health framework for preventing and controlling SLD. The framework is anchored on evidence linking physical inactivity, unhealthy dietary patterns, alcohol use, and obesity with both incidence and progression of SLD. Guided by the framework, we review examples of …

The Pridx Framework To Engage Payers In Reducing Diagnostic Errors In Healthcare, Kisha J Ali, Christine A Goeschel, Derek M Delia, Leah M Blackall, Hardeep Singh

Faculty, Staff and Students Publications

Objectives: No framework currently exists to guide how payers and providers can collaboratively develop and implement incentives to improve diagnostic safety. We conducted a literature review and interviews with subject matter experts to develop a multi-component 'Payer Relationships for Improving Diagnoses (PRIDx)' framework, that could be used to engage payers in diagnostic safety efforts.

Content: The PRIDx framework, 1) conceptualizes diagnostic safety links to care provision, 2) illustrates ways to promote payer and provider engagement in the design and adoption of accountability mechanisms, and 3) explicates the use of data analytics. Certain approaches suggested by PRIDx were refined by subject …

Comprehensive Evaluation Of Smoking Exposures And Their Interactions On Dna Methylation, Thanh T Hoang, Yunsung Lee, Daniel L Mccartney, Elin T G Kersten, Christian M Page, Paige M Hulls, Mikyeong Lee, Rosie M Walker, Charles E Breeze, Brian D Bennett, Adam B Burkholder, James Ward, Anne Lise Brantsæter, Ida H Caspersen, Alison A Motsinger-Reif, Marie Richards, Julie D White, Shanshan Zhao, Rebecca C Richmond, Maria C Magnus, Bios Consortium, Gerard H Koppelman, Kathryn L Evans, Riccardo E Marioni, Siri E Håberg, Stephanie J London

Faculty, Staff and Students Publications

Background: Smoking impacts DNA methylation, but data are lacking on smoking-related differential methylation by sex or dietary intake, recent smoking cessation (< 1 year), persistence of differential methylation from in utero smoking exposure, and effects of environmental tobacco smoke (ETS).

Methods: We meta-analysed data from up to 15,014 adults across 5 cohorts with DNA methylation measured in blood using Illumina's EPIC array for current smoking (2560 exposed), quit < 1 year (500 exposed), in utero (286 exposed), and ETS exposure (676 exposed). We also evaluated the interaction of current smoking with sex or diet (fibre, folate, and vitamin C).

Findings: Using false discovery rate (FDR < 0.05), 65,857 CpGs were differentially methylated in relation to current smoking, 4025 with recent quitting, 594 with in utero exposure, and 6 with ETS. Most current smoking CpGs attenuated within a year of quitting. CpGs related to in utero exposure in adults were enriched for those previously observed in newborns. Differential methylation by current smoking at 4-71 CpGs may be modified by sex or dietary intake. Nearly half (35-50%) of differentially methylated CpGs on the 450 K array were associated with blood gene expression. Current smoking and in utero smoking CpGs implicated 3049 and 1067 druggable targets, including chemotherapy drugs.

Interpretation: Many smoking-related methylation sites were identified with Illumina's EPIC array. Most signals revert to levels observed in never smokers within a year of cessation. Many in utero smoking CpGs persist into adulthood. Smoking-related druggable targets may provide insights into cancer treatment response and …

Prediction Of Adverse Events Risk In Patients With Comorbid Post-Traumatic Stress Disorder And Alcohol Use Disorder Using Electronic Medical Records By Deep Learning Models, Oshin Miranda, Peihao Fan, Xiguang Qi, Haohan Wang, M Daniel Brannock, Thomas Kosten, Neal David Ryan, Levent Kirisci, Lirong Wang

Faculty, Staff and Students Publications

Background: Identifying co-occurring mental disorders and elevated risk is vital for optimization of healthcare processes. In this study, we will use DeepBiomarker2, an updated version of our deep learning model to predict the adverse events among patients with comorbid post-traumatic stress disorder (PTSD) and alcohol use disorder (AUD), a high-risk population.

Methods: We analyzed electronic medical records of 5565 patients from University of Pittsburgh Medical Center to predict adverse events (opioid use disorder, suicide related events, depression, and death) within 3 months at any encounter after the diagnosis of PTSD+AUD by using DeepBiomarker2. We integrated multimodal information including: lab tests, …

Acss3 Regulates The Metabolic Homeostasis Of Epithelial Cells And Alleviates Pulmonary Fibrosis, Lan Wang, Hongmei Yuan, Wenwen Li, Peishuo Yan, Mengxia Zhao, Zhongzheng Li, Huabin Zhao, Shenghui Wang, Ruyan Wan, Yajun Li, Juntang Yang, Xin Pan, Ivan Rosas, Guoying Yu

Faculty, Staff and Students Publications

Idiopathic pulmonary fibrosis (IPF) is a progressive and fatal interstitial lung disease of unknown etiology. The emerging evidence demonstrates that metabolic homeostatic imbalance caused by repetitive injuries of the alveolar epithelium is the potential pathogenesis of IPF. Proteomic analysis identified that Acetyl-CoA synthetase short chain family member 3 (ACSS3) expression was decreased in IPF patients and mice with bleomycin-induced fibrosis. ACSS3 participated in lipid and carbohydrate metabolism. Increased expression of ACSS3 downregulated carnitine palmitoyltransferase 1A (CPT-1A) and resulted in the accumulation of lipid droplets, while enhanced glycolysis which led to an increase in extracellular lactic acid levels in A549 cells. …