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2024

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Full-Text Articles in Diseases

My Covid Experience, Anonymous Feb 2024

My Covid Experience, Anonymous

Community Reflections

In 2020, our world was shaken by the Covid-19 Pandemic. Everyday life ceased to be what it once was. When Covid-19 began spreading throughout my area I was halfway through my freshman year of high school. I was in school every day from 7:30-2:45 and followed school with going dance. I was still getting comfortable with the change in my life that was being a high school student. Each day was an adjustment, but I was finally beginning to feel the ease of my routine when I received the email from my school that we would have two weeks off …


My Life Was Altered, Anonymous Feb 2024

My Life Was Altered, Anonymous

Community Reflections

My life was altered in March of 2020. This pandemic created an unimaginable world. The cause of the COVID-19 pandemic still remains a mystery. My experience began on March 12, 2020, when my school gave us two weeks off to allow time for this illness to pass.


Remembering Covid-19, Anonymous Feb 2024

Remembering Covid-19, Anonymous

Community Reflections

The COVID-19 pandemic changed many aspects of my life, and personally it felt like it was for the better. During this extended period of time when I was at home doing school online, and not able to attend my extracurricular activities, I found out who I really was as a person. The whole quarantine time was like one long therapy session where you could sit and reflect about your past and future, and what you wanted to make of it. One main thing that everyone seemed to go through was finding new hobbies.


Covid Memory, Anonymous Feb 2024

Covid Memory, Anonymous

Community Reflections

This document describes my experiences and reactions to the initial and outbreak of the COVID-19 pandemic.


My Old Self Vanished, Olivia Anonymous Feb 2024

My Old Self Vanished, Olivia Anonymous

Community Reflections

Being an adolescent during the COVID 19 pandemic was something that I would never wish upon my greatest enemy. Growing up during a time of isolation was incredibly lonely and confusing. Instead of making connections and living a normal life, we were forced to hide behind masks and remain away from each other. In a time where I was supposed to be developing and gathering life experience, life was taken away from me.


My Teenage Covid Experience, Anonymous Feb 2024

My Teenage Covid Experience, Anonymous

Community Reflections

It was March 2020 and COVID 19 headlines took over the news. This new disease had the world so frightened. It was quickly becoming a pandemic, which is something I had never seen in my lifetime. In fact, it was sometime that neither had my parents nor grandparents experienced. The funeral home in my town had a huge amount of body bags in anticipation of a massive death toll.


We Lost Ourselves, Anonymous Feb 2024

We Lost Ourselves, Anonymous

Community Reflections

My content reflects how I struggled during the covid pandemic in 2020 on Long Island.


Nobody Knew, Anonymous Feb 2024

Nobody Knew, Anonymous

Community Reflections

Nobody ever knew what was coming in March of 2020, as a sophomore in highschool I never knew that life was going to change drastically. A few weeks prior to the announcement of school closing I remember some people talking about this new sickness that was running rampant through China. By the beginning of March everyone was talking about Covid. There were some cases throughout the United States. Finally on Friday March 13th my school took to facebook to announce they would be closing the school for two weeks.


Covid-19 Impact, Anonymous Feb 2024

Covid-19 Impact, Anonymous

Community Reflections

In March 2020, I was a freshman in high school living one of the most exciting years of my life. Making new friends and quickly adapting to an exciting environment was amazing until it ended. At first I was confused but mostly ecstatic to have two workless weeks at home. Covid-19 was a blessing at first until I realized the fatal threat this pandemic proposed.


Quarantine Ups And Downs, Anonymous Feb 2024

Quarantine Ups And Downs, Anonymous

Community Reflections

The traumatic outbreak of Covid-19 had started March 13, 2020 as I was sitting in health class as a freshman in highschool. There were rumors spreading that school was getting shut down because of this Covid-19. No one knew what this disease really was. However, everyone around me was jumping with joy because we had the rest of our school week off. When I arrived home that day, the news channel was already on and it was all about this outbreak. After that first week of staying home from school, the number of people with this disease kept increasing.


Utilizing Primary Human Airway Mucociliary Tissue Cultures To Model Ramifications Of Chronic E-Cigarette Usage., Vincent J Manna, Shannon Dwyer, Vanessa Pizutelli, Salvatore J Caradonna Feb 2024

Utilizing Primary Human Airway Mucociliary Tissue Cultures To Model Ramifications Of Chronic E-Cigarette Usage., Vincent J Manna, Shannon Dwyer, Vanessa Pizutelli, Salvatore J Caradonna

Rowan-Virtua School of Osteopathic Medicine Departmental Research

Electronic cigarettes are battery powered devices that use a vape-liquid to produce a vapor that is inhaled. A consequence of the rise in e-cigarette usage was the 2019 emergence of a vaping-induced respiratory disease denoted as 'e-cigarette or vaping use-associated lung injury' (EVALI). One of the suspected causes of EVALI is Vitamin E Acetate (VEA), which was found to be a diluent in certain illicit vape-pens, whereas nicotine is commonly diluted in equal parts propylene glycol and vegetable glycerin (PG:VG). The prevalent use of e-cigarettes and the emergence of a novel illness has made understanding how e-cigarette vapors affect our …


Pennsylvannia Football Player Tackles Covid-19, Anonymous Feb 2024

Pennsylvannia Football Player Tackles Covid-19, Anonymous

Community Reflections

My content reflects my high school experience with the pandemic and trying to juggle continuing football training with keeping in touch with friends while abiding current spatial rules.


Prevalence And Factors Associated With Frailty Among Older Adults Living With Hiv Compared To Their Uninfected Peers From The Kenyan Coast, Patrick Nzivo Mwangala, Carophine Nasambu, Ryan G. Wagner, Charles R. Newton, Amina Abubakar Feb 2024

Prevalence And Factors Associated With Frailty Among Older Adults Living With Hiv Compared To Their Uninfected Peers From The Kenyan Coast, Patrick Nzivo Mwangala, Carophine Nasambu, Ryan G. Wagner, Charles R. Newton, Amina Abubakar

Institute for Human Development, East Africa

Objectives: a) To document the prevalence and correlates of frailty among older adults living with HIV (OALWH) and their uninfected peers, and b) Investigate HIV status as an independent predictor of frailty.

Methods: This cross-sectional study was conducted between 2020 and 2021 at the Kenyan coast among 440 older adults aged ≥50 years (257 OALWH). Frailty was assessed using the Reported Edmonton Frail Scale. Logistic regression was used to examine the correlates of frailty.

Results: The prevalence of frailty was significantly higher among OALWH (24%) than their uninfected peers (13%). HIV seropositivity was not independently associated with frailty. Sleeping difficulties, …


Prevalence Of Dengue Virus Among Healthy Blood Donors In Mombasa County, Kenya, Festus Mulakoli, George Gachara, Eric Ndombi, Samoel Khamadi Feb 2024

Prevalence Of Dengue Virus Among Healthy Blood Donors In Mombasa County, Kenya, Festus Mulakoli, George Gachara, Eric Ndombi, Samoel Khamadi

School of Nursing & Midwifery, East Africa

Introduction: Dengue fever (DF) is a viral infection caused by a flavivirus called Dengue virus. The virus has four known serotypes (named DENV 1-4) that circulate between humans and Aedes mosquitoes throughout the tropical region of the world. The virus is transmitted primarily by the bite of an infected Aedes aegypti or, to a lesser extent, Aedes albopictus. Current evidence from published case studies shows that blood transfusions can transmit Dengue infection in hyperendemic regions in the tropics. It is important to note that 75% of people infected with DENV show no symptoms. Therefore, an infected individual could …


Metabolic Syndrome And Obesity Among Marginalised School-Going Adolescents In Karachi, Pakistan: A Cross-Sectional Study, Hina Sharif, Sana Sharif Sheikh, Tooba Seemi, Hira Naeem, Unab Khan, Shah Sumaya Jan Feb 2024

Metabolic Syndrome And Obesity Among Marginalised School-Going Adolescents In Karachi, Pakistan: A Cross-Sectional Study, Hina Sharif, Sana Sharif Sheikh, Tooba Seemi, Hira Naeem, Unab Khan, Shah Sumaya Jan

Department of Family Medicine

Background: Metabolic syndrome (MetS) is a cluster of cardiometabolic risk factors which increase the likelihood of developing type 2 diabetes and cardiovascular disease. This study aimed to determine the prevalence of MetS among adolescents living in slums aged 11-18 years in Karachi, Pakistan.
Methods: Data were collected from 689 adolescents attending five schools in two slum areas of Karachi, Korangi and Baldia, from February 2023 to March 2023. Measurements of weight, height, waist circumference, and blood pressure were obtained from the study participants. Blood samples were collected to assess fasting plasma glucose, High density lipoprotein HDL-cholesterol, and triglyceride levels as …


From Primary Myelofibrosis To Chronic Myeloid Leukemia, Bcr::Abl1+ B-Lymphoblastic Leukemia, And Back To Primary Myelofibrosis: An Illustration Of Dynamic Clonal Evolution, Devin Wang, Wataru Kamata, Fengxi Ye, M James You Feb 2024

From Primary Myelofibrosis To Chronic Myeloid Leukemia, Bcr::Abl1+ B-Lymphoblastic Leukemia, And Back To Primary Myelofibrosis: An Illustration Of Dynamic Clonal Evolution, Devin Wang, Wataru Kamata, Fengxi Ye, M James You

Faculty, Staff and Student Publications

The simultaneous detection of BCR::ABL1 and JAK2 V617F was rarely reported and their clonal relationship and dynamic clonal shift were not characterized. Here, we described a unique case with the initial presentation as JAK2 V617F+ primary myelofibrosis, followed by the emergence of BCR::ABL1+ chronic myeloid leukemia. The patient then developed BCR::ABL1+ B-lymphoblastic leukemia. Treatment for B-lymphoblastic leukemia prompted a regression to the state of primary myelofibrosis. In light of these observations, we proposed a clonal evolution model for this case.


Metabolism, Fibrosis, And Apoptosis: The Effect Of Lipids And Their Derivatives On Keloid Formation, Chen-Yu Li, Ru-Xin Xie, Shi-Wei Zhang, Jiao Yun, Ai Zhong, Ying Cen, Jun-Jie Chen Feb 2024

Metabolism, Fibrosis, And Apoptosis: The Effect Of Lipids And Their Derivatives On Keloid Formation, Chen-Yu Li, Ru-Xin Xie, Shi-Wei Zhang, Jiao Yun, Ai Zhong, Ying Cen, Jun-Jie Chen

Faculty, Staff and Student Publications

Keloids, pathological scars resulting from skin trauma, have traditionally posed significant clinical management challenges due to their persistence and high recurrence rates. Our research elucidates the pivotal roles of lipids and their derivatives in keloid development, driven by underlying mechanisms of abnormal cell proliferation, apoptosis, and extracellular matrix deposition. Key findings suggest that abnormalities in arachidonic acid (AA) synthesis and non-essential fatty acid synthesis are integral to keloid formation. Further, a complex interplay exists between lipid derivatives, notably butyric acid (BA), prostaglandin E2 (PGE2), prostaglandin D2 (PGD2), and the regulation of hyperfibrosis. Additionally, combinations of docosahexaenoic acid (DHA) with BA …


Pancreatic Cancer Tumor Microenvironment Is A Major Therapeutic Barrier And Target, Conner Hartupee, Bolni Marius Nagalo, Chiswili Y. Chabu, Mulu Z. Tesfay, Joycelynn Coleman-Barnett, John T. West, Omeed Moaven Feb 2024

Pancreatic Cancer Tumor Microenvironment Is A Major Therapeutic Barrier And Target, Conner Hartupee, Bolni Marius Nagalo, Chiswili Y. Chabu, Mulu Z. Tesfay, Joycelynn Coleman-Barnett, John T. West, Omeed Moaven

School of Medicine Faculty Publications

Pancreatic Ductal Adenocarcinoma (PDAC) is projected to become the 2nd leading cause of cancer-related deaths in the United States. Limitations in early detection and treatment barriers contribute to the lack of substantial success in the treatment of this challenging-to-treat malignancy. Desmoplasia is the hallmark of PDAC microenvironment that creates a physical and immunologic barrier. Stromal support cells and immunomodulatory cells face aberrant signaling by pancreatic cancer cells that shifts the complex balance of proper repair mechanisms into a state of dysregulation. The product of this dysregulation is the desmoplastic environment that encases the malignant cells leading to a dense, hypoxic …


Clustering Of Patients With Heart Disease, Mukadder Cinar Feb 2024

Clustering Of Patients With Heart Disease, Mukadder Cinar

Dissertations, Theses, and Capstone Projects

Heart disease, a leading cause of mortality worldwide, presents complex challenges in public health due to its varied manifestations. Accurate diagnosis and patient stratification are essential for effective management and improved outcomes. In response, this study employed machine learning techniques to analyze heart disease data obtained from UCI Machine Learning Repository, aiming to enhance patient care through advanced data analysis.

The study began with the application of K-Nearest Neighbors (KNN) classification, which categorized patients into 'Disease' and 'No Disease' groups. This preliminary step provided initial insights into the structure of the dataset. Subsequently, K-means clustering was applied in two rounds, …


Offloading And Adherence Through Technological Advancements: Modern Approaches For Better Foot Care In Diabetes, Sicco A Bus, Neil D Reeves, David G Armstrong, Bijan Najafi Feb 2024

Offloading And Adherence Through Technological Advancements: Modern Approaches For Better Foot Care In Diabetes, Sicco A Bus, Neil D Reeves, David G Armstrong, Bijan Najafi

Center on Aging Staff Publications

Objective: This manuscript aims to provide a review and synthesis of contemporary advancements in footwear, sensor technology for remote monitoring, and digital health, with a focus on improving offloading and measuring and enhancing adherence to offloading in diabetic foot care.

Methods: A narrative literature review was conducted by sourcing peer-reviewed articles, clinical studies, and technological innovations. This paper includes a review of various strategies, from specifically designed footwear, smart insoles and boots to using digital health interventions, which aim to offload plantar pressure and help prevent and manage wounds more effectively by improving the adherence to such offloading.

Results: In-house …


Pulsatile Leucine Administration During Continuous Enteral Feeding Enhances Skeletal Muscle Mechanistic Target Of Rapamycin Complex 1 Signaling And Protein Synthesis In A Preterm Piglet Model, Marko Rudar, Agus Suryawan, Hanh V Nguyen, Shaji K Chacko, Caitlin Vonderohe, Barbara Stoll, Douglas G Burrin, Marta L Fiorotto, Teresa A Davis Feb 2024

Pulsatile Leucine Administration During Continuous Enteral Feeding Enhances Skeletal Muscle Mechanistic Target Of Rapamycin Complex 1 Signaling And Protein Synthesis In A Preterm Piglet Model, Marko Rudar, Agus Suryawan, Hanh V Nguyen, Shaji K Chacko, Caitlin Vonderohe, Barbara Stoll, Douglas G Burrin, Marta L Fiorotto, Teresa A Davis

Faculty, Staff and Students Publications

BACKGROUND: Continuous feeding does not elicit an optimal anabolic response in skeletal muscle but is required for some preterm infants. We reported previously that intermittent intravenous pulses of leucine (Leu; 800 μmol Leu·kg–1·h–1 every 4 h) to continuously fed pigs born at term promoted mechanistic target of rapamycin complex 1 (mTORC1) activation and protein synthesis in skeletal muscle.

OBJECTIVES: The aim was to determine the extent to which intravenous Leu pulses activate mTORC1 and enhance protein synthesis in the skeletal muscle of continuously fed pigs born preterm.

METHODS: Pigs delivered 10 d preterm was advanced to full oral feeding >4 …


Racial/Ethnic Disparities In The Association Between Patient Care Experiences And Receipt Of Initial Surgical Breast Cancer Care: Findings From Seer-Cahps, Mariana Arevalo, Trevor A Pickering, Sally W Vernon, Kayo Fujimoto, Melissa F Peskin, Albert J Farias Feb 2024

Racial/Ethnic Disparities In The Association Between Patient Care Experiences And Receipt Of Initial Surgical Breast Cancer Care: Findings From Seer-Cahps, Mariana Arevalo, Trevor A Pickering, Sally W Vernon, Kayo Fujimoto, Melissa F Peskin, Albert J Farias

Faculty, Staff and Student Publications

PURPOSE: We determined whether racial/ethnic differences in patient experiences with care influence timeliness and type of initial surgical breast cancer treatment for a sample of female Medicare cancer patients.

METHODS: We conducted a retrospective cohort study using the linked Epidemiology and End Results-Consumer Assessment of Healthcare Providers and Systems (SEER-CAHPS) dataset. The outcomes were: (1) time-to-initial surgical treatment, and (2) type of treatment [breast conserving surgery (BCS) vs. mastectomy]. The indicators were reports of four types of patient experiences with care including doctor communication, getting care quickly, getting needed care, and getting needed Rx. Interaction terms in each multivariable logistic …


Pandemic-Related Changes In Incidence And Mortality Rates Of Gastrointestinal Cancers During 2020, Caitlin C Murphy, Anna Tavakkoli, Sachin Wani, Amit G Singal Feb 2024

Pandemic-Related Changes In Incidence And Mortality Rates Of Gastrointestinal Cancers During 2020, Caitlin C Murphy, Anna Tavakkoli, Sachin Wani, Amit G Singal

Faculty, Staff and Student Publications

INTRODUCTION: Coronavirus Disease 2019 disrupted cancer-related care in early 2020.

METHODS: We used population-based cancer registry data to estimate incidence and mortality rates of gastrointestinal cancers between 2016 and 2020.

RESULTS: Incidence rates were unchanged from 2016 to 2019 but decreased in 2020, with the largest declines for colorectal cancer (rate ratio [RR] 0.88; 95% confidence interval [CI] 0.87-0.90) and hepatocellular carcinoma (RR 0.85; 95% CI 0.82-0.88). Mortality rates of colorectal cancer (RR 1.06; 95% CI 1.04-1.08) and esophageal adenocarcinoma (RR 1.06; 95% CI 1.00-1.13) increased in 2020.

DISCUSSION: Incidence and mortality rates of gastrointestinal cancers may increase in the …


Improved Mortality Prediction For Pediatric Acute Liver Failure Using Dynamic Prediction Strategy, Ruosha Li, Jingyan Wang, Cuihong Zhang, James E Squires, Steven H Belle, Jing Ning, Jianwen Cai, Robert H Squires Feb 2024

Improved Mortality Prediction For Pediatric Acute Liver Failure Using Dynamic Prediction Strategy, Ruosha Li, Jingyan Wang, Cuihong Zhang, James E Squires, Steven H Belle, Jing Ning, Jianwen Cai, Robert H Squires

Faculty, Staff and Student Publications

OBJECTIVES: To develop and validate a prediction tool for pediatric acute liver failure (PALF) mortality risks that captures the rapid and heterogeneous clinical course for accurate and updated prediction.

METHODS: Data included 1144 participants with PALF enrolled during three phases of the PALF registry study over 15 years. Using joint modeling, we built a dynamic prediction tool for mortality by combining longitudinal trajectories of multiple laboratory and clinical variables. The predictive performance for 7-day and 21-day mortality was assessed using the area under curve (AUC) through cross-validation and split-by-time validation.

RESULTS: We constructed a prognostic joint model that combines the …


Implementation And Evaluation Of A Mhealth-Based Community Health Worker Feedback Loop For Hispanics With And At Risk For Diabetes, Elizabeth M Vaughan, Victor J Cardenas, Wenyaw Chan, Amber B Amspoker, Craig A Johnston, Salim S Virani, Christie M Ballantyne, Aanand D Naik Feb 2024

Implementation And Evaluation Of A Mhealth-Based Community Health Worker Feedback Loop For Hispanics With And At Risk For Diabetes, Elizabeth M Vaughan, Victor J Cardenas, Wenyaw Chan, Amber B Amspoker, Craig A Johnston, Salim S Virani, Christie M Ballantyne, Aanand D Naik

Faculty, Staff and Student Publications

BACKGROUND: Gaps in accessibility and communication hinder diabetes care in poor communities. Combining mobile health (mHealth) and community health workers (CHWs) into models to bridge these gaps has great potential but needs evaluation.

OBJECTIVE: To evaluate a mHealth-based, Participant-CHW-Clinician feedback loop in a real-world setting.

DESIGN: Quasi-experimental feasibility study with intervention and usual care (UC) groups.

PARTICIPANTS: A total of 134 participants (n = 67/group) who were all low-income, uninsured Hispanics with or at-risk for type 2 diabetes.

INTERVENTION: A 15-month study with a weekly to semimonthly mHealth Participant-CHW-Clinician feedback loop to identify participant issues and provide participants monthly diabetes …


Nanoparticles For Applications In Specific Diagnostics And Precision Medicine, Naxhije Berisha Feb 2024

Nanoparticles For Applications In Specific Diagnostics And Precision Medicine, Naxhije Berisha

Dissertations, Theses, and Capstone Projects

Heterogeneity is common in the expression of cancer and treatment response. Precision medicine enables healthcare providers to tailor medical care to an individual's distinct genetic and environmental makeup. This customization has the potential to result in more efficient treatments while minimizing side effects. We believe that by studying the interface of nanotechnology and cancer medicine we can elucidate innovative solutions that address the challenges of disease heterogeneity. This includes advancements in drug delivery, formulations development, and diagnostic sensing. We highlight three studies that use nanotechnology for applications in precision medicine. In Chapter 2, we highlight design optimization of drug formulations …


Cognitive Reserve In Individuals With Frontotemporal Dementia And Primary Progressive Aphasia, Lauren A. Grebe Feb 2024

Cognitive Reserve In Individuals With Frontotemporal Dementia And Primary Progressive Aphasia, Lauren A. Grebe

Dissertations, Theses, and Capstone Projects

Cognitive reserve refers to the brain’s ability to efficiently adapt in the presence of neuropathological disease. This is an active process influenced by individual differences (e.g., genetics) and lifetime experiences (e.g., education, occupation, leisure) (Cabeza et al., 2018; Stern et al., 2020). The cognitive reserve theory has recently been investigated in individuals with frontotemporal dementia (FTD), which refers to various disorders leading to frontotemporal neurodegenerative decline (Young et al., 2018); e.g., behavioral variant of FTD (bvFTD) and variants of Primary Progressive Aphasia (PPA): semantic (svPPA), nonfluent/agrammatic (nfvPPA), and logopenic (lvPPA). However, a clear consensus on the relationship among cognitive reserve, …


Intracranial Volume Is Driven By Both Genetics And Early Life Exposures: The Sol-Inca-Mri Study, Tamar Sofer, Einat Granot-Hershkovitz, Wassim Tarraf, Paola Filigrana, Carmen R Isasi, Shakira F Suglia, Robert Kaplan, Kent Taylor, Martha L Daviglus, Fernando D Testai, Donglin Zeng, Jianwen Cai, Myriam Fornage, Hector M González, Charles Decarli Feb 2024

Intracranial Volume Is Driven By Both Genetics And Early Life Exposures: The Sol-Inca-Mri Study, Tamar Sofer, Einat Granot-Hershkovitz, Wassim Tarraf, Paola Filigrana, Carmen R Isasi, Shakira F Suglia, Robert Kaplan, Kent Taylor, Martha L Daviglus, Fernando D Testai, Donglin Zeng, Jianwen Cai, Myriam Fornage, Hector M González, Charles Decarli

Faculty, Staff and Student Publications

Intracranial volume (ICV) reflects maximal brain development and is associated with later-life cognitive abilities. We quantified ICV among first- and second-generation Hispanic and Latino adults from the Study of Latinos-Investigation of Cognitive Aging - MRI (SOL-INCA-MRI), estimated ICV heritability, and tested its associations with previously reported genetic variants, both individually and as a genetic risk score (GRS). We also estimated the association of ICV with early life environmental measures: nativity or age of immigration and parental education. The estimated heritability of ICV was 19% (95% CI, 0.1%-56%) in n=1781 unrelated SOL-INCA-MRI individuals. Four of 10 tested genetic variants were associated …


Association Of Socioeconomic Factors And Severity Of Bronchiolitis Hospitalizations, Raymond Parlar-Chun, Zoabe Hafeez Feb 2024

Association Of Socioeconomic Factors And Severity Of Bronchiolitis Hospitalizations, Raymond Parlar-Chun, Zoabe Hafeez

Faculty, Staff and Student Publications

It is unclear if socioeconomic status (SES) factors influence severity of illness of patients hospitalized with bronchiolitis. This study was conducted to identify SES factors including the Center for Disease Control and Prevention’s Social Vulnerability Composite Index (SVI), estimated income, proportion of minority, proportion of living below poverty, insurance status, and number of household members associated with length of stay (LOS) and intensive care unit admission. Infants hospitalized at a tertiary care urban center for bronchiolitis were identified using International Classification of Diseases codes. Federal information processing system codes were identified from home address and paired with SVI and 2018 …


Artificial Intelligence Model Predicts Sudden Cardiac Arrest Manifesting With Pulseless Electric Activity Versus Ventricular Fibrillation, Lauri Holmstrom, Bryan Bednarski, Harpriya Chugh, Habiba Aziz, Hoang Nhat Pham, Arayik Sargsyan, Audrey Uy-Evanado, Damini Dey, Angelo Salvucci, Jonathan Jui, Kyndaron Reinier, Piotr J Slomka, Sumeet S Chugh Feb 2024

Artificial Intelligence Model Predicts Sudden Cardiac Arrest Manifesting With Pulseless Electric Activity Versus Ventricular Fibrillation, Lauri Holmstrom, Bryan Bednarski, Harpriya Chugh, Habiba Aziz, Hoang Nhat Pham, Arayik Sargsyan, Audrey Uy-Evanado, Damini Dey, Angelo Salvucci, Jonathan Jui, Kyndaron Reinier, Piotr J Slomka, Sumeet S Chugh

Faculty, Staff and Student Publications

BACKGROUND: There is no specific treatment for sudden cardiac arrest (SCA) manifesting as pulseless electric activity (PEA) and survival rates are low; unlike ventricular fibrillation (VF), which is treatable by defibrillation. Development of novel treatments requires fundamental clinical studies, but access to the true initial rhythm has been a limiting factor.

METHODS: Using demographics and detailed clinical variables, we trained and tested an AI model (extreme gradient boosting) to differentiate PEA-SCA versus VF-SCA in a novel setting that provided the true initial rhythm. A subgroup of SCAs are witnessed by emergency medical services personnel, and because the response time is …