Digital Commons Network^™

Ethnic Minorities And Family Health History: An Autoethnography Of Guyanese Americans And Kidney Disease, Dhaneesha R. Bahadur

Dissertations, Theses, and Capstone Projects

Exploring family health histories (FHHs) has emerged in recent years as an inexpensive genomic tool in public health. Families and clinicians can also use them to uncover family histories and experiences, which could inform better lifestyle choices to prevent or delay the onset of diseases. Exploring family health histories focuses on an individual’s genetic makeup and considers differences in lifestyle and environment. Despite national campaigns, it is an underutilized tool that could lead to engagement in effective strategies and better health outcomes. One important and serious condition that families should be more aware of is chronic kidney disease (CKD). One …

Matr3 Pathogenic Variants Differentially Impair Its Cryptic Splicing Repression Function, Mashiat Khan, Xiao Xiao Lily Chen, Michelle Dias, Jhune Rizsan Santos, Sukhleen Kour, Justin You, Rebekah Van Bruggen, Mohieldin M M Youssef, Ying-Wooi Wan, Zhandong Liu, Jill A Rosenfeld, Qiumin Tan, Udai Bhan Pandey, Hari Krishna Yalamanchili, Jeehye Park

Duncan NRI Faculty and Staff Publications

Matrin-3 (MATR3) is an RNA-binding protein implicated in neurodegenerative and neurodevelopmental diseases. However, little is known regarding the role of MATR3 in cryptic splicing within the context of functional genes and how disease-associated variants impact this function. We show that loss of MATR3 leads to cryptic exon inclusion in many transcripts. We reveal that ALS-linked S85C pathogenic variant reduces MATR3 solubility but does not impair RNA binding. In parallel, we report a novel neurodevelopmental disease-associated M548T variant, located in the RRM2 domain, which reduces protein solubility and impairs RNA binding and cryptic splicing repression functions of MATR3. Altogether, our research …

Faster Discharge With Lactated Ringers Than Normal Saline In First 72 H Of Acute Pancreatitis: A Multicenter Randomized Trial, Peter R Farrell, Angelica W Despain, Peter Farmer, Leslie M Farrell, Bryan Greenfield, Michael E Rogers, Lindsey Hornung, Esther Kim, Ryan Pearman, Beemnet Neway, Tyler Thompson, James E Heubi, Sona Sehgal, Rana Amoury, Maisam Abu-El-Haija

Faculty, Staff and Students Publications

OBJECTIVES: Data driven strategies for acute pancreatitis (AP) in pediatrics are limited; adult data suggests lactated ringers (LR) compared to normal saline (NS) resulted in favorable outcomes, but has not been studied in pediatrics. Our objective was to evaluate the efficacy of LR during the first 48 h of an AP episode compared with NS.

STUDY DESIGN: A multi-site randomized controlled clinical trial, from 2015 to 2020 (Clinical Trials.gov NCT03242473). Patients were randomized to exclusively LR or NS for the first 48 hours. Primary outcomes were C-Reactive Protein (CRP) values on admission, 24 and 48 hours. Secondary outcomes …

Calorie Restriction Reduces Biomarkers Of Cellular Senescence In Humans, Zaira Aversa, Susan B Racette, Et Al.

2020-Current year OA Pubs

Calorie restriction (CR) with adequate nutrient intake is a potential geroprotective intervention. To advance this concept in humans, we tested the hypothesis that moderate CR in healthy young-to-middle-aged individuals would reduce circulating biomarkers of cellular senescence, a fundamental mechanism of aging and aging-related conditions. Using plasma specimens from the Comprehensive Assessment of Long-term Effects of Reducing Intake of Energy (CALERIE™) phase 2 study, we found that CR significantly reduced the concentrations of several senescence biomarkers at 12 and 24 months compared to an ad libitum diet. Using machine learning, changes in biomarker concentrations emerged as important predictors of the change …

Utility Of A Low-Cost 3-D Printed Microscope For Evaluating Esophageal Biopsies, Daniel G Rosen, Evandro Sobroza De Mello, Sadhna Dhingra, Sanford M Dawsey, Joe Knapper, Richard Bowman, Sharmila Anandasabapathy

Center for Medical Ethics and Health Policy Staff Publications

In this manuscript we assessed the utility of a low-cost 3D printed microscope to evaluate esophageal biopsies. We conducted a comparative analysis between the traditional microscope and our 3-D printed microscope, utilizing a set of esophageal biopsy samples obtained from patients undergoing screening endoscopy. Two pathologists independently examined 30 esophageal biopsies by light microscopy and digital images obtained using a low-cost 3D printed microscope (Observer 1 and 2). The glass slide consensus diagnosis was compared to the findings of 2 additional pathologist who independently just reviewed the digital images (Observer 3 and 4). The intra-observer agreement was substantial to almost …

Inulin-Based Formulations As An Emerging Therapeutic Strategy For Cancer: A Comprehensive Review, Eswara Naga H K Ghali, Pranav, Subhash Chauhan, Murali M. Yallapu

School of Medicine Publications

Highlights

• Inulin is a naturally occurring prebiotic fiber with therapeutic roles.

• Inulin can act as an excellent carrier for drug delivery in cancer therapy.

• Inulin exhibits an improved therapeutic efficacy in its combination treatments.

• Inulin interventions activate phagocytosis and the TLR4 signaling pathway.

Abstract

Cancer stands as the second leading cause of death in the United States (US). Most chemotherapeutic agents exhibit severe adverse effects that are attributed to exposure of drugs to off-target tissues, posing a significant challenge in cancer therapy management. In recent years, inulin, a naturally occurring prebiotic fiber has gained substantial attention for its potential in …

Clostridium Butyricum And Carbohydrate Active Enzymes Contribute To The Reduced Fat Deposition In Pigs, Lingyan Ma, Shiyu Tao, Tongxing Song, Wentao Lyu, Ying Li, Wen Wang, Qicheng Shen, Yan Ni, Jiang Zhu, Jiangchao Zhao, Hua Yang, Yingping Xiao

Animal Science Faculty Publications and Presentations

Pig gastrointestinal tracts harbor a heterogeneous and dynamic ecosystem populated with trillions of microbes, enhancing the ability of the host to harvest energy from dietary carbohydrates and contributing to host adipogenesis and fatness. However, the microbial community structure and related mechanisms responsible for the differences between the fatty phenotypes and the lean phenotypes of the pigs remained to be comprehensively elucidated. Herein, we first found significant differences in microbial composition and potential functional capacity among different gut locations in Jinhua pigs with distinct fatness phenotypes. Second, we identified that Jinhua pigs with lower fatness exhibited higher levels of short-chain fatty …

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 …

Leptin Reduction As A Required Component For Weight Loss, Shangang Zhao, Na Li, Wei Xiong, Guannan Li, Sijia He, Zhuzhen Zhang, Qingzhang Zhu, Nisi Jiang, Christian Ikejiofor, Yi Zhu, May-Yun Wang, Xianlin Han, Ningyang Zhang, Carolina Solis-Herrera, Christine Kusminski, Zhiqiang An, Joel K Elmquist, Philipp E Scherer

Faculty, Staff and Students Publications

Partial leptin reduction can induce significant weight loss, while weight loss contributes to partial leptin reduction. The cause-and-effect relationship between leptin reduction and weight loss remains to be further elucidated. Here, we show that FGF21 and the glucagon-like peptide 1 receptor (GLP-1R) agonist liraglutide rapidly induced a reduction in leptin. This leptin reduction contributed to the beneficial effects of GLP-1R agonism in metabolic health, as transgenically maintaining leptin levels during treatment partially curtailed the beneficial effects seen with these agonists. Moreover, a higher degree of leptin reduction during treatment, induced by including a leptin neutralizing antibody with either FGF21 or …

Application Of The Adverse Childhood Experiences Framework To The Nicu, Kathryn J. Malin, Dorothy Vittner, Darilek Umber, Kelly Mcglothen-Bell, Allison Crawford, Rebecca Koerner, Britt Frisk Pados, Diana Cartegena, Jacqueline M. Mcgrath, Ashlee J. Vance

College of Nursing Faculty Research and Publications

Background:

Infants and families requiring neonatal intensive care unit (NICU) care often experience significant stress and trauma during the earliest period of the infant's life, leading to increased risks for poorer infant and family outcomes. There is a need for frameworks to guide clinical care and research that account for the complex interactions of generational stress, pain, toxic stress, parental separation, and lifelong health and developmental outcomes for infants and families.

Purpose:

Apply the Adverse Childhood Experiences (ACEs) framework in the context of the NICU as a usable structure to guide clinical practice and research focused on infant neurodevelopment outcomes …

Enhancing Product Design Through Ai-Driven Sentiment Analysis Of Amazon Reviews Using Bert, Mahammad Khalid Shaik Vadla, Mahima Agumbe Suresh, Vimal K. Viswanathan

Faculty Research, Scholarly, and Creative Activity

Understanding customer emotions and preferences is paramount for success in the dynamic product design landscape. This paper presents a study to develop a prediction pipeline to detect the aspect and perform sentiment analysis on review data. The pre-trained Bidirectional Encoder Representation from Transformers (BERT) model and the Text-to-Text Transfer Transformer (T5) are deployed to predict customer emotions. These models were trained on synthetically generated and manually labeled datasets to detect the specific features from review data, then sentiment analysis was performed to classify the data into positive, negative, and neutral reviews concerning their aspects. This research focused on eco-friendly products …

The Silent Majority: Pico- And Nanoplankton As Ecosystem Health Indicators For Marine Policy, Abigail Mcquatters-Gollop, Rowena F. Stern, Angus Atkinson, Mike Best, Eileen Bresnan, Veronique Creach, Michelle Devlin, Matthew Holland, Clare Ostle, Katrin Schmidt, Lawrence Sheppard, Glen Tarran, E. Malcolm S. Woodward, Paul Tett

School of Biological and Marine Sciences

A healthy marine ecosystem is a fully functioning system, able to supply ecosystem services whilst still maintaining resilience to human-induced environmental change. Monitoring and managing the health of resilient marine ecosystems requires indicators that can assess their biodiversity state and food web functioning. Plankton are crucial components of pelagic habitats, occupying the base of the pelagic food web. Larger plankton have long been used to monitor ecosystem productivity and biodiversity due to their identification via traditional light microscopy. In contrast, the regular monitoring of pico- and nanoplankton (<20 µm; hereafter called “tiny plankton”) only started with the development of flow cytometry techniques, which has limited their inclusion as ecosystem health indicators. Four UK plankton surveys have sampled and identified these tiny plankton for up to 14 years, providing an opportunity to test their suitability as indicators of ecosystem state. We investigated six groups of tiny plankton, including heterotrophic nanoeukaryotes, photosynthetic nanoeukaryotes, photosynthetic picoeukaryotes, and Synechococcus cyanobacteria, and two groups of heterotrophic bacteria. Flow cytometry and light microscopy data from an inshore Western English Channel station revealed that 99.98 % of plankton abundance and 71 % of plankton biomass was derived from tiny plankton cells too small to be quantified accurately under a light microscope and thus not adequately considered in assessments of pelagic habitats. Different UK marine and coastal regions showed consistency in peak abundances of these tiny plankton. We used a novel wavelet coherence method to identify time-based relationships between tiny plankton and environmental variables linked to human pressures. Relationships were found between nitrogenous nutrients and all tiny plankton groups, most commonly at sub-annual to annual time scales. Photosynthetic picoeukaryotes, heterotrophic nanoeukaryotes, and HNA-bacteria were associated with high sea surface temperatures. Given the here established relationship between tiny plankton and environmental variables, and their importance in the full plankton assemblage, we recommend that, alongside existing microplankton lifeforms, tiny plankton groups can be used as plankton lifeforms, either individually or in combination, to inform biodiversity indicators that meet policy obligations under the EU Marine Strategy Framework Directive (MSFD), (Oslo-Paris Convention) OSPAR strategies, and the UK Marine Strategy.

Dropout From Exercise Trials Among Cancer Survivors—An Individual Patient Data Meta-Analysis From The Polaris Study, Benedikte Western, Andreas Ivarsson, Ingvild Vistad, Ingrid Demmelmaier, Neil K. Aaronson, Gillian Radcliffe, Marc Van Beurden, Martin Bohus, Kerry S. Courneya, Amanda J. Daley, Daniel A. Galvão, Rachel Garrod, Martine M. Goedendorp, Kathleen A. Griffith, Wim H. Van Harten, Sandi C. Hayes, Fernando Herrero-Roman, Anouk E. Hiensch, Melinda L. Irwin, Erica James, Marlou-Floor Kenkhuis, Marie J. Kersten, Hans Knoop, Alejandro Lucia, Anne M. May, Alex Mcconnachie, Willem Van Mechelen, Nanette Mutrie, Robert U. Newton, Frans Nollet, Hester S. Oldenburg, Ron Plotnikoff, Martina E. Schmidt, Katie H. Schmitz, Karl-Heinz Schulz, Camille E. Short, Gabe S. Sonke, Karen Steindorf, Martijn M. Stuiver, Dennis R. Taaffe, Lene Thorsen, Miranda J. Velthuis, Jennifer Wenzel, Kerri M. Winters-Stone, Joachim Wiskemann, Sveinung Berntsen, Laurien M. Buffart

Research outputs 2022 to 2026

Introduction: The number of randomized controlled trials (RCTs) investigating the effects of exercise among cancer survivors has increased in recent years; however, participants dropping out of the trials are rarely described. The objective of the present study was to assess which combinations of participant and exercise program characteristics were associated with dropout from the exercise arms of RCTs among cancer survivors. Methods: This study used data collected in the Predicting OptimaL cAncer RehabIlitation and Supportive care (POLARIS) study, an international database of RCTs investigating the effects of exercise among cancer survivors. Thirty-four exercise trials, with a total of 2467 patients …

The Role Of Diet And Gut Microbiota In Alzheimer’S Disease, D. M.Sithara Dissanayaka, Vijay Jayasena, Stephanie R. Rainey-Smith, Ralph N. Martins, W. M.A.D.Binosha Fernando

Research outputs 2022 to 2026

Alzheimer’s disease (AD), the most prevalent form of dementia, is characterized by the accumulation of amyloid-beta (A ) plaques and hyperphosphorylated tau tangles. Currently, Alzheimer’s disease (AD) impacts 50 million individuals, with projections anticipating an increase to 152 million by the year 2050. Despite the increasing global prevalence of AD, its underlying pathology remains poorly understood, posing challenges for early diagnosis and treatment. Recent research suggests a link between gut dysbiosis and the aggregation of A , the development of tau proteins, and the occurrence of neuroinflammation and oxidative stress are associated with AD. However, investigations into the gut–brain axis …

The Psychosocial Beliefs, Experiences And Expectations Of Children Living With Obesity, Lisa Newson, Nicola Sides, Amineh Rashidi

Research outputs 2022 to 2026

Background: Childhood obesity has been shown to impair psychological health. However, psychological factors are often overlooked in both research evaluations and treatment interventions, and children's perspectives on managing obesity are underexplored. Neglecting psychosocial factors might undermine interventions. This research explored the psychological beliefs, expectations and experiences of children living with obesity (range 7–13) and attending a weight management programme (WMP). Methods: Thirty-four participants (19 females, 15 males, average age 9.5 years) completed a semistructured interview. Recorded interviews were transcribed verbatim and analysed using thematic analysis. Results: Four overarching themes were developed: (1) defining health and self-recognition; (2) external influence; feedback, …

Epidemiology And Preventability Of Hospital-Onset Bacteremia And Fungemia In 2 Hospitals In India, Sumanth Gandra, Dorothy Sinclair, Dustin Stwalley, Jacaranda Van Rheenen, David K Warren, Et Al.

2020-Current year OA Pubs

OBJECTIVE: Studies evaluating the incidence, source, and preventability of hospital-onset bacteremia and fungemia (HOB), defined as any positive blood culture obtained after 3 calendar days of hospital admission, are lacking in low- and middle-income countries (LMICs).

DESIGN, SETTING, AND PARTICIPANTS: All consecutive blood cultures performed for 6 months during 2020-2021 in 2 hospitals in India were reviewed to assess HOB and National Healthcare Safety Network (NHSN) reportable central-line-associated bloodstream infection (CLABSI) events. Medical records of a convenience sample of 300 consecutive HOB events were retrospectively reviewed to determine source and preventability. Univariate and multivariable logistic regression analyses were performed to …

Core Requirements Of Frailty Screening In The Emergency Department: An International Delphi Consensus Study, Elizabeth Moloney, Christopher R Carpenter, Et Al.

2020-Current year OA Pubs

INTRODUCTION: Frailty is associated with adverse outcomes among patients attending emergency departments (EDs). While multiple frailty screens are available, little is known about which variables are important to incorporate and how best to facilitate accurate, yet prompt ED screening. To understand the core requirements of frailty screening in ED, we conducted an international, modified, electronic two-round Delphi consensus study.

METHODS: A two-round electronic Delphi involving 37 participants from 10 countries was undertaken. Statements were generated from a prior systematic review examining frailty screening instruments in ED (logistic, psychometric and clinimetric properties). Reflexive thematic analysis generated a list of 56 statements …

Circadian Immunity From Bench To Bedside: A Practical Guide, Huram Mok, Elaine Ostendorf, Alex Ganninger, Avi J. Adler, Guy Hazan, Jeffrey A. Haspel

2020-Current year OA Pubs

The immune system is built to counteract unpredictable threats, yet it relies on predictable cycles of activity to function properly. Daily rhythms in immune function are an expanding area of study, and many originate from a genetically based timekeeping mechanism known as the circadian clock. The challenge is how to harness these biological rhythms to improve medical interventions. Here, we review recent literature documenting how circadian clocks organize fundamental innate and adaptive immune activities, the immunologic consequences of circadian rhythm and sleep disruption, and persisting knowledge gaps in the field. We then consider the evidence linking circadian rhythms to vaccination, …

Hvaldimir: Russian Beluga Spy Whale, John Granicke

Undergraduate Research Symposium

In April of 2019, a beluga whale was found off the coast of Norway. The whale’s presence there is perplexing, as beluga whales are not often seen in the area. What is even more strange is the fact that the whale was wearing a mysterious harness and seemed to be tame. Nobody has officially claimed ownership of the whale, and nobody really knows why the whale is in Norway. Most importantly however, nobody knows what the whale's real mission is. Conspiracy theorists have proposed that the whale, dubbed Hvaldimir, is a trained Russian spy who escaped and abandoned his mission. …

Examining Immune Markers As Determinants Of Cognitive Difficulties Among Perinatally Infected Youth With Hiv, Addie Halbrook, Jacob Bolzenius, Julie Mannarino, Robert Paul

Undergraduate Research Symposium

This research explores the relationship between immune markers and cognitive performance in perinatally HIV-infected youth. While the use of antiretroviral therapy has greatly improved the mortality rate among children with perinatal HIV, these children still experience various health consequences, including cognitive difficulties. Previous studies have reported that children with perinatal HIV have worse cognitive performance in domains of learning, memory, processing speed, executive function, and motor function when compared to their HIV-uninfected peers. However, there is substantial heterogeneity in cognitive performance reported across studies, possibly due to significant heterogeneity in psychosocial and demographic backgrounds. This study aims to investigate whether …

Commonwealth Times 2024-01-31

Commonwealth Times, 1969-

No abstract provided.

Food Waste From Campus Dining Hall As A Potential Feedstock For 2,3-Butanediol Production Via Non-Sterilized Fermentation, Alicia Caldwell, Xueqian Su, Qing Jin, Phyllicia Hemphill, Doaa Jaha, Sonecia Nard, Venkataswarup Tiriveedhi, Haibo Huang, Joshua Ohair

Biology Faculty Research

Food waste is a major issue that is increasingly affecting our environment. More than one-third of food is wasted, resulting in over $400 billion in losses to the U.S. economy. While composting and other small recycling practices are encouraged from person-to-person, it is not enough to balance the net loss of 80 million tons per year. Currently, one of the most promising routes for reducing food waste is through microbial fermentation, which can convert the waste into valuable bioproducts. Among the compounds produced from fermentation, 2,3-butanediol (2,3-BDO) has gained interest recently due to its molecular structure as a building block …

Remediation For Pfas Contamination: The Role Of Cercla Enforcement In Environmental Justice, Amanda F. Watson

Georgia Law Review

PFAS are a family of manufactured chemicals that are highly persistent in the environment. Most people in the U.S. have been exposed to PFAS, but different groups of people may have higher exposure due to their environments. In recent years, peer-reviewed scientific studies have shown that PFAS are linked to numerous adverse human health effects. As a result, the U.S. Environmental Protection Agency (EPA) has taken a variety of actions to address PFAS, including proposing to designate PFOS and PFOA, two chemicals in the PFAS family, as hazardous substances under CERCLA, or Superfund. CERCLA is the primary legal mechanism in …

Resisting Internalized Stigma (Ris): Acceptability And Feasibility Of A Cognitive Behavioral Stigma Intervention For Early Psychosis, Francesca Maria Crump

Theses and Dissertations

The clinical high-risk state for psychosis (CHR-P) was created to help identify individuals experiencing early signs of psychosis to help forestall worsening symptoms. CHR-P individuals may experience stigma that may stem from internal or external processes, including from receiving specialized care. Research has demonstrated associations between internalized stigma and psychosocial and functional outcomes, which underscores the need for interventions to help mitigate the impact of stigma while balancing the need for treatment. To date, there is only one stigma intervention specifically designed for individuals designated as CHR-P, which is psychoeducational in nature. Based on the recent call to action that …

‘Rounding Up’ Roundup: One Last Hope For Glyphosate Regulation, Gabrielle Argimón-Cartaya

University of Miami Law Review

Since 1974, Bayer’s Roundup remains the world’s most popular herbicide and pervades United States farmland and food production. However, in 2015, Roundup landed centerstage in an international and presently unsettled debate over whether its active ingredient, glyphosate, causes cancer. Environmental groups regularly call for the de-registration of glyphosate due to the plethora of ailments, ecological harm, and weed resistance resulting from glyphosate use. Dissenting experts, however, believe that strict bans would devastate agriculture because of global dependence and the lack of any popular alternatives. Faced with mounting litigation, silence from the highest court, and unreliable regulators, Bayer continues to effect …

The Lumberjack, January 31, 2024

Cal Poly Humboldt's Student Newspaper

The student newspaper of Humboldt State University.

January 31, 2024, Faculty, Illinois Wesleyan University

2023-2024

No abstract provided.

The Role Of Mayors In Achieving Brunei Darussalam’S Wawasan 2035, Lessons From China, Brice Tseen Fu Lee, Ayidana Asihaer, Juan Pablo Sims

Journal of Strategic and Global Studies

Brunei Darussalam's national vision, WAWASAN 2035, sets forth ambitious goals for the nation's development, emphasizing a centralized governance paradigm. However, the potential of decentralized governance, as exemplified by China's mayor-led districts, offers a compelling model for achieving national aspirations. This research explores the feasibility and potential benefits of introducing mayors in Brunei's districts, drawing insights from China's successful decentralized governance structure. By fostering inter-district competition and allowing for localized policy tailoring, Brunei can enhance its adaptability and responsiveness to local nuances. Drawing from China's experiences, this study provides a comprehensive understanding of how Brunei might optimize its governance structure to …

Development Of Monitoring Systems Using Computer Vision Techniques For Precise Fish Farming, Abinaya N.S

Theses and Dissertations

Fish farm is a biosystem with diversity and uncertainties demanding, an intelligent manual monitoring process, which is labor-intensive, invasive, costly, discontinuous, and persistent. The proposed work aims to develop Computer Vision (CV) -based monitoring techniques for precise fish farming to address these problems. Three major monitoring operations namely (i) Fish behavior analysis, (ii) Fish Classification (FC) and (iii) Biomass estimation have been investigated.

Fish schooling activity has been monitored using an overhead vision camera. Problems associated with fish occlusion are addressed using the weighted K-means clustering technique which provides an accurate estimation of fish school locations. Temporal variations of these …

Dynamic Prognosis Prediction For Patients On Dapt After Drug-Eluting Stent Implantation: Model Development And Validation, Fang Li, Laila Rasmy, Yang Xiang, Jingna Feng, Ahmed Abdelhameed, Xinyue Hu, Zenan Sun, David Aguilar, Abhijeet Dhoble, Jingcheng Du, Qing Wang, Shuteng Niu, Yifang Dang, Xinyuan Zhang, Ziqian Xie, Yi Nian, Jianping He, Yujia Zhou, Jianfu Li, Mattia Prosperi, Jiang Bian, Degui Zhi, Cui Tao

School of Medicine Faculty Publications

BACKGROUND: The rapid evolution of artificial intelligence (AI) in conjunction with recent updates in dual antiplatelet therapy (DAPT) management guidelines emphasizes the necessity for innovative models to predict ischemic or bleeding events after drug-eluting stent implantation. Leveraging AI for dynamic prediction has the potential to revolutionize risk stratification and provide personalized decision support for DAPT management. METHODS AND RESULTS: We developed and validated a new AI-based pipeline using retrospective data of drug-eluting stent-treated patients, sourced from the Cerner Health Facts data set (n=98 236) and Optum’s de-identified Clinformatics Data Mart Database (n=9978). The 36 months following drug-eluting stent implantation were …