Sleep Medicine Commons^™

A Novel Deep Learning Model Based On Transformer And Cross Modality Attention For Classification Of Sleep Stages, Sahar Hassanzadeh Mostafaei, Jafar Tanha, Amir Sharafkhaneh

Faculty, Staff and Students Publications

The classification of sleep stages is crucial for gaining insights into an individual's sleep patterns and identifying potential health issues. Employing several important physiological channels in different views, each providing a distinct perspective on sleep patterns, can have a great impact on the efficiency of the classification models. In the context of neural networks and deep learning models, transformers are very effective, especially when dealing with time series data, and have shown remarkable compatibility with sequential data analysis as physiological channels. On the other hand, cross-modality attention by integrating information from multiple views of the data enables to capture relationships …

Deployment-Related Cigarette Smoking Behaviors And Pulmonary Function Among Us Veterans, Jennifer R Maccarone, Olivia R Sterns, Andrew Timmons, Anna M Korpak, Nicholas L Smith, Karen S Nakayama, Coleen P Baird, Paul Ciminera, Farrah Kheradmand, Vincent S Fan, Jaime E Hart, Petros Koutrakis, Michael Jerrett, Ware G Kuschner, Octavian C Ioachimescu, Philippe R Montgrain, Susan P Proctor, Carrie A Redlich, Christine H Wendt, Paul D Blanc, Eric Garshick, Emily S Wan

Faculty, Staff and Students Publications

Introduction: The effects of smoking on lung function among post-9/11 Veterans deployed to environments with high levels of ambient particulate matter are incompletely understood.

Materials and methods: We analyzed interim data (04/2018-03/2020) from the Veterans Affairs (VA) Cooperative Studies Program #595, "Service and Health Among Deployed Veterans". Veterans with ≥1 land-based deployments enrolled at 1 of 6 regional Veterans Affairs sites completed questionnaires and spirometry. Multivariable linear regression models assessed associations between cigarette smoking (cumulative, deployment-related and non-deployment-related) with pulmonary function.

Results: Among 1,836 participants (mean age 40.7 ± 9.6, 88.6% male), 44.8% (n = 822) were ever-smokers (mean age …

Subjective And Objective Sleep Quality Assessment In Adolescent Patients With Inflammatory Bowel Disease, Holly Breeden, Elizabeth Mcdonough, Amanda Glinky, Rebecca Wallace, Robbie Beyl, Colleen Leblanc

School of Medicine Faculty Publications

Objectives: There is a link between inflammatory bowel disease (IBD) and poor sleep quality that is presumed to be multifactorial. The purpose of this study was to identify factors that impact sleep quality in this group including clinical disease activity, depression, anxiety, quality of life, and disordered social media use through questionnaires. Methods: This prospective study analyzed sleep quality in adolescent patients ages 13 to 18 with a diagnosis of IBD using objective data from wrist actigraphy and subjective report from the Pittsburgh Sleep Quality Index (PSQI). Additional screeners including the Short Pediatric Crohn's Disease Activity Index or Pediatric Ulcerative …

Asthma And Hyperglycemia: Exploring The Interconnected Pathways, Dharani K Narendra, Sandhya Khurana

Faculty, Staff and Students Publications

The interplay between asthma and glucose metabolism disorders, such as hyperglycemia, has gained increasing attention due to the potential exacerbation of asthma symptoms and severity. This review explores the complex relationship between hyperglycemia and asthma, emphasizing the pathophysiological links, the impact of glucose metabolism disorders on asthma, and the effects of asthma medications on glucose levels. Hyperglycemia, often induced by asthma treatments like corticosteroids, has been associated with an increased risk of asthma exacerbations. This review delves into the pathophysiology underlying this association, highlighting the role of insulin resistance, metabolic syndrome, and obesity in both the development and management of …

Inhalational Drug Devices: Revisiting The Linchpin Of Asthma Management, Damini Saxena, Neveda Murugesan, Uyioghosa D Evbayiro, Marina K Ngassa, Muhammad Adrish

Faculty, Staff and Students Publications

Asthma remains a prevalent condition among all age groups globally. First-line treatment requires the delivery of medications into the distal respiratory tract via inhalers. Using appropriate inhaler techniques is a significant challenge in achieving disease control. A variety of inhalers are available for treating asthma, and selecting the appropriate inhaler type for any given patient is crucial to achieving and maintaining symptomatic control. This review will discuss the anatomy and physiology behind drug delivery via inhalers, the types of inhalers currently available for use, nebulizers, and future directions in the delivery of inhaled medications for asthma.

Genetics And Genomics Of Pulmonary Fibrosis: Charting The Molecular Landscape And Shaping Precision Medicine, Ayodeji Adegunsoye, Jonathan A Kropski, Juergen Behr, Timothy S Blackwell, Tamera J Corte, Vincent Cottin, Allan R Glanville, Marilyn K Glassberg, Matthias Griese, Gary M Hunninghake, Kerri A Johannson, Michael P Keane, John S Kim, Martin Kolb, Toby M Maher, Justin M Oldham, Anna J Podolanczuk, Ivan O Rosas, Fernando J Martinez, Imre Noth, David A Schwartz

Faculty, Staff and Students Publications

Recent genetic and genomic advancements have elucidated the complex etiology of idiopathic pulmonary fibrosis (IPF) and other progressive fibrotic interstitial lung diseases (ILDs), emphasizing the contribution of heritable factors. This state-of-the-art review synthesizes evidence on significant genetic contributors to pulmonary fibrosis (PF), including rare genetic variants and common SNPs. The MUC5B promoter variant is unusual, a common SNP that markedly elevates the risk of early and established PF. We address the utility of genetic variation in enhancing understanding of disease pathogenesis and clinical phenotypes, improving disease definitions, and informing prognosis and treatment response. Critical research gaps are highlighted, particularly the …

What Are The Most Effective Non-Pharmacologic Practices For The Management Of Primary Insomnia In Adults?, Alexis Myhre

Theses and Graduate Projects

Objective: Primary insomnia is a mental health condition in which individuals struggle with falling asleep, staying asleep or early morning awakenings. As there are many treatments available that claim to help those with primary insomnia, this review looks specifically at therapy, exercise and acupuncture as management strategies.

Methods: This is a review of 15 peer-reviewed, randomized controlled trials completed in 2018 or later with one additional study completed in 2010. Also, there are four non primary insomnia based studies used to support the efficacy of alternative therapies to cognitive behavioral therapy (CBT). All the studies used in this review come …

Do Hourly Neuro Exams Lead To Sleep Deprivation And Icu Delirium: A Research Review, Toni Gafford

Covenant Nurses Week 2024

No abstract provided.

Prevalence And Relevant Factors Of Nocturia And Its Impact On Sleep Quality In Chinese University Students, Yakai Liu, Zhenwei Zhang, Huijie Hu, Xiangfei He, Pengchao Xu, Qifeng Dou, Cuiping Song, Huiqing Zhang, Israel Franco, Konstantinos Kamperis, Søren Rittig, Jianguo Wen

Faculty, Staff and Student Publications

The purpose of this study was to investigate the prevalence and relevant factors of nocturia and its impact on sleep quality in university students in Mainland China. A large-scale survey was conducted on 14,000 university students from 3 universities in Henan province, China by using an anonymous questionnaire. The questionnaire collected the information from the past six months. The relationships between the prevalence of nocturia and its relevant factors were evaluated. A total of 13,874 questionnaires were collected and 13,104 qualified for statistical analysis. A total of 659 students suffered from clinically relevant nocturia (CRN) (4.56% in male and 5.34% …

Driving Pressure Decoded: Precision Strategies In Adult Respiratory Distress Syndrome Management, Muhammad Adrish, Sai Doppalapudi, Dmitry Lvovsky

Faculty, Staff and Students Publications

Mechanical ventilation (MV) is an important strategy for improving the survival of patients with respiratory failure. However, MV is associated with aggravation of lung injury, with ventilator-induced lung injury (VILI) becoming a major concern. Thus, ventilation protection strategies have been developed to minimize complications from MV, with the goal of relieving excessive breathing workload, improving gas exchange, and minimizing VILI. By opting for lower tidal volumes, clinicians seek to strike a balance between providing adequate ventilation to support gas exchange and preventing overdistension of the alveoli, which can contribute to lung injury. Additionally, other factors play a role in optimizing …

The Emerging Biomarkers In Chronic Obstructive Pulmonary Disease: A Narrative Review, Kaitlin M Phillips, Philip F Lavere, Nicola A Hanania, Muhammad Adrish

Faculty, Staff and Students Publications

The burden of chronic obstructive pulmonary disease (COPD) is increasing, especially for women in low-to-middle income countries. Biomarkers provide ever-increasing diagnostic precision for COPD and show promise for primary, secondary, and tertiary disease prevention. This review describes emerging applications for biomarkers in COPD, especially as they align with the Global Initiative for Chronic Obstructive Lung Disease (GOLD) emphasis on prevention, early diagnosis, and response to therapy. These biomarkers include blood eosinophils; IgE; C-reactive protein; fibrinogen; procalcitonin; interleukins 6, 8, and 33; tumor necrosis factor alpha; and soluble receptor for advanced glycated products (sRAGE). They have been used in various ways …

Community-Acquired Pneumonia: The Importance Of The Early Detection Of Drug-Resistant Organisms, Sai Doppalapudi, Muhammad Adrish

Faculty, Staff and Students Publications

Pneumonia is a disease associated with significant healthcare burden with over 1.5 million hospitalizations annually and is the eighth leading cause of death in the United States. While community-acquired pneumonia (CAP) is generally considered an acute time-limited illness, it is associated with high long-term mortality, with nearly one-third of patients requiring hospitalization dying within one year. An increasing trend of detecting multidrug-resistant (MDR) organisms causing CAP has been observed, especially in the Western world. In this editorial, we discuss about a publication by Jatteppanavar

Identification Of Sleep Phenotypes In Copd Using Machine Learning-Based Cluster Analysis, Javad Razjouyan, Nicola A Hanania, Sara Nowakowski, Ritwick Agrawal, Amir Sharafkhaneh

Faculty, Staff and Students Publications

BACKGROUND: Disturbed sleep in patients with COPD impact quality of life and predict adverse outcomes.

RESEARCH QUESTION: To identify distinct phenotypic clusters of patients with COPD using objective sleep parameters and evaluate the associations between clusters and all-cause mortality to inform risk stratification.

STUDY DESIGN AND METHODS: A longitudinal observational cohort study using nationwide Veterans Health Administration data of patients with COPD investigated for sleep disorders. Sleep parameters were extracted from polysomnography physician interpretation using a validated natural language processing algorithm. We performed cluster analysis using an unsupervised machine learning algorithm (K-means) and examined the association between clusters and mortality …

Pulmonary Hypertension And Hyperglycemia-Not A Sweet Combination, Or Bruck, L M Pandit

Faculty, Staff and Students Publications

Hyperglycemia and pulmonary hypertension (PH) share common pathological pathways that lead to vascular dysfunction and resultant cardiovascular complications. These shared pathologic pathways involve endothelial dysfunction, inflammation, oxidative stress, and hormonal imbalances. Individuals with hyperglycemia or pulmonary hypertension also possess shared clinical factors that contribute to increased morbidity from both diseases. This review aims to explore the relationship between PH and hyperglycemia, highlighting the mechanisms underlying their association and discussing the clinical implications. Understanding these common pathologic and clinical factors will enable early detection for those at-risk for complications from both diseases, paving the way for improved research and targeted therapeutics.

Evaluation Of Sleep Outcomes After Traumatic Brain Injury In Children Using Questionnaires And Actigraphy, Connie Tran, Sydney Weese, Cydni Williams Md

Student Research Symposium

Traumatic brain injuries are the result of a sudden external blunt force to the brain and can result in long-term complications or death. In pediatrics, it is the leading cause of acute and chronic sleep wake disturbances, as well as cognitive deficits, which can lead to a reduction in the quality of life. These impairments can later result in lowered performance in work and school settings or decreased psychosocial function. Although there is sufficient evidence that traumatic brain injuries contribute to is that it is unknown whether or not sleep wake disturbances contribute to an increase in the mentioned cognitive …

Emotion Regulation Strategies And Perceived Emotional Intelligence: The Effect Of Age., Iwanna Sepiadou

Adultspan Journal

The aim of this study was to investigate the relationship between perceived emotional intelligence and the reported use of cognitive reappraisal and expressive suppression. We also investigated the possible effects of age on the aforementioned variables. The total sample consisted of 379 people (158 men, 220 women, 1 unreported). Across participants, 273 were young (20-39 years old) and 106 were middle-aged (40-65 years old). We found statistically significant positive correlations between the dimensions of perceived emotional intelligence and the reported use of cognitive reappraisal and negative primarily correlations between the dimensions of perceived emotional intelligence and the reported use of …

The Effects Of Sleep Quality, Covariates And A Possible Intervention, Pranav S. Reddy, Mia Tarditi, Adarsh Gupta, Richard Jermyn, Venkat Venkataraman

Rowan-Virtua Research Day

Sleep is an essential biological process needed to maintain adequate physiologic function. Research has provided growing evidence that chronic failure to get enough sleep is associated with increased risk for obesity, depression, diabetes, hypertension, stroke, cardiovascular disease, and mortality. Sleep deprivation is threatening the health of up to 45% of the world's population. Furthermore, sleep disorders were found to be associated with significantly higher rates of health care utilization and cost, accounting for $94.9 billion in costs each year in the United States. Earlier data from this project demonstrated a correlation between sleep quality and pain. METHODS: Patients were recruited …

A Deep Dive Into The Relationship Between Sleep Deprivation And Pain Perception: A Cross-Population Analysis, Adam T. Friedman, Kevin Regan

Rowan-Virtua Research Day

Background: Sleep deprivation and pain perception significantly impact one another through altered sleep parameters such as Total Sleep Time (TST) and Sleep Efficiency (SE). Particularly in neuropathic pain, disturbed sleep exacerbates pain by disrupting neurobiological mediators like opioids and serotonin. Our research examined how sleep loss affects pain in chronic conditions versus healthy individuals. This research underpins our analysis of how interventions, possibly nutritional, could improve sleep quality and modulate pain perception, exploring this relationship across diverse populations and conditions.

Methods: Our study reviewed peer-reviewed articles published since 2010 on sleep deprivation and pain perception. We searched PubMed, focusing on …

The American Thoracic Society Research Program: Twenty Years Of Driving Discovery In Respiratory Medicine, Kamran Atabai, M. Safwan Badr, Jack Costello, Karen Ridge, Sharon Rounds, Michelle Turenne, Eric White, Jesse Roman

Division of Pulmonary, Allergy, and Critical Care Medicine Faculty Papers

No abstract provided.

Sleep Disturbances In Adults With Tsc: Influences Of Treatment And Clinical Features, Kirstin Risgaard

Dissertations and Theses (Open Access)

Tuberous sclerosis complex (TSC) is a rare genetic condition caused by pathogenic variants in the TSC1 or TSC2 genes. TSC is characterized by a multisystem, neurocutaneous phenotype including skin lesions, hamartomas, and epilepsy. Additionally, TSC can present with an array of behavioral, psychiatric, academic, psychosocial, intellectual, or neuropsychological difficulties comprehensively known as TAND, or TSC-associated neuropsychiatric disorders. Sleep disorders are a common feature of TAND; however, they are not well characterized in the adult TSC population. Likewise, little is known about how clinical features of the condition and commonly prescribed medications impact sleep. Therefore, this study aimed to determine the …