Sleep Medicine Commons^™

Feasibility And Form Factor Validation Of Reflective Shoulder-Mounted Pulse Oximeter In Patients With Suspected Sleep Apnea, Katie N. Kanter, Aaron Wang, David Gordon, Adina Singer, Jacob S. Brenner, Indira Gurubhagavatula, Anush Lingamoorthy, Olumuyiwa Oni, Cameron M. Baston

SKMC Student Presentations and Publications

The shoulder may be an effective central site for continuous oxygen saturation (SpO2) monitoring but studies of shoulder-mounted pulse oximetry technology are limited. We hypothesized that an alternative location would be similar in function and user acceptance to a standard FDA-cleared finger-based pulse oximeter. We conducted a quantitative and descriptive pilot study of two prototype biosensor designs in patients with clinical suspicion of hypoxic episodes at an outpatient sleep center. Participants wore two prototype biosensors-the primary a shoulder-mounted adhesive and the secondary a combination ring-bracelet-in addition to a control FDA-approved finger-based pulse oximeter. We assessed the comfort of the devices …

Feeding Mode Is Associated With Infant Night Sleep Trajectories During The First Postnatal Year, Magdalena Olson, Li Liu, Elizabeth Reifsnider, Dean V. Coonrod, Sarada S. Panchanathan, Megan E. Petrov, Corrie M. Whisner

Ellmer School of Nursing Faculty Publications

Background: Short sleep and formula feeding during infancy are associated with increased risk of childhood obesity. Feeding practices and sleep arrangements vary during infancy and may also be dynamic, yet their impact on infant night sleep duration remains unclear. Understanding these relationships is crucial for formulating recommendations to support breastfeeding and address sleep concerns. Objective: We examined the association between feeding mode and parent-reported infant night sleep duration during the first postnatal year, while additionally evaluating night-weaning and bedsharing as contextual sleep-related practices. Methods: Infants in the Phoenix Metropolitan Area (n = 193) were followed up at 3, 8, 13, …

Progression Of Mild Sleep-Disordered Breathing In Children Managed With Watchful Waiting, Erin M. Kirkham, Stacey Ishman, Susan Garetz, Cristina M. Baldassari, Ron B. Mitchell, Christopher Liu, Ignacio E. Tapia, Lisa M. Elden, Fauziya Hassan, Sally Ibrahim, Kristie Ross, Mengqi Cen, Rui Wang, Susan Redline, Ronald D. Chervin

Department of Otolaryngology (ENT) Faculty Publications

Purpose

To identify clinical characteristics that may be associated with persistence or progression of mild sleep-disordered breathing (SDB) in children who are observed without surgery.

Methods

This is a secondary analysis of the control arm of the Pediatric Adenotonsillectomy Trial for Snoring (PATS), which randomized 458 children aged 3.0 to 12.9 years with mild SDB (snoring with obstructive apnea-hypopnea index [oAHI] <  3 events/hour) to early adenotonsillectomy (eAT) versus watchful waiting with supportive care (WWSC). Participants were assessed at baseline and 12 months with the Pediatric Sleep Questionnaire-Sleep-Related Breathing Disorder (PSQ-SRBD) scale and polysomnography (PSG). We tested for factors predictive of either (1) PSG progression defined by a 12-month oAHI ≥ 3 or (2) symptom persistence or progression defined by a 12-month PSQ-SRBD score ≥ 0.33.

Results

A total of 234 participants were observed (mean age 6.2 years, 111 [47%] female, 65 [28%] Black or African American, 37 [16%] Hispanic). Overall, only 13% (n = 20/150) progressed to an oAHI ≥ 3 on repeat PSG, …

Frequency, Duration, And Cost Of Pulmonary Exacerbations Among Patients With Bronchiectasis, Maitreyee Mohanty, Claudia Leiras, Haiyan Sun, Reina Rau, John Fastenau, Joseph Feliciano, Sunjay R Devarajan

Faculty, Staff and Students Publications

Background: In administrative claims database studies of bronchiectasis, pulmonary exacerbations are usually defined using a fixed period for their start and end, which prevents assessment of exacerbation duration and thereby limits assessment of exacerbation characteristics. Here, we applied a novel cost-based algorithm to characterize exacerbations.

Methods: This cohort study used the Merative MarketScan Commercial Claims and Encounters database, 1-Jan-2016 to 31-Dec-2022. Patients ≥18 years with bronchiectasis (≥2 outpatient or ≥1 inpatient claim with bronchiectasis; no cystic fibrosis) had 12 months of continuous enrollment before (baseline) and ≥12 months after (follow-up) index (first bronchiectasis claim). Cost-based exacerbations were identified by compound …

Centrally Inserted Central Catheter Placement Using A Novel, Handheld, Image-Guided, Robotic Device: Results Of Initial Feasibility Trial In Patients, James P Herlihy, William E Cohn, Adrian Ebner

Faculty, Staff and Students Publications

Background: Central venous access devices (CVADs) are an essential and widely used tool for the treatment of the critically ill, patients undergoing major surgery, and for many patients requiring hemodialysis. Automation of centrally inserted central catheters (CICCs) could potentially make CVAD placement safer, more effective, and more accessible. A new device that uses ultrasound image-guided, robotic needle placement, in addition to traditional Seldinger technique, to place a CICC is described.

Objective: The device was used in a small, first-in-human, trial for placing non-tunneled hemodialysis catheters (NTHDCs), in order to determine feasibility of clinical use.

Methods: Consecutive patients requiring a NTHDC, …

Cyp1b1 Mediates Cigarette Smoke-Induced Lipid Accumulation In Alveolar Type 2 Cells, Yin Zhu, Siddhika Gamare, Francesca Polverino, Caroline A Owen, Payaningal R Somanath, Xiaoyun Wang, Duo Zhang

Faculty, Staff and Students Publications

Alterations in lipid profiles have been shown in patients with chronic obstructive pulmonary disease (COPD), but the underlying molecular mechanisms remain unclear. In this study, we aimed to investigate the role of cytochrome P450 family-1 subfamily B member 1 (CYP1B1) in cigarette smoke (CS)-induced lipid accumulation in alveolar type II epithelial (AT2) cells. We observed a steady increase in CYP1B1 protein levels in AT2 cells from COPD patients. Additionally, CS exposure induced CYP1B1 expression in AT2 cells of murine lungs. In vitro, treatment with cigarette smoke extract (CSE) not only upregulated CYP1B1 expression but also triggered lipid accumulation in AT2-like …

Assessment Of Functioning Using The Whodas 20 Among People With Myasthenia Gravis-Associated Disability: A Nationwide Follow-Up Study, Jia-Pei Hong, Chih-Hong Lee, Chien Tai Hong, Lung Chan, Chen-Chih Chung, Prangthip Charoenpong, Hou-Chang Chiu, Tsan-Hon Liou

Faculty, Staff and Students Publications

Background: Advancements in treatment have increased the life expectancy of patients with Myasthenia Gravis (MG), yet the understanding of functional changes in these individuals remains limited. In our study, we explored the functional abilities of individuals with MG using the World Health Organization Disability Assessment Schedule 2.0 (WHODAS 2.0).

Methods: This observational study analyzed data from 286 patients with MG, acquired from the Data Bank of Persons with Disabilities (TDPD) in Taiwan between July 11, 2012, and December 31, 2021. Participants were diagnosed with MG after the acute phase. The functional disability outcome was assessed using the WHODAS 2.0. Due …

Figo Position Statement: Gamete Donations, Laurie Henry, Aris Antsaklis, Dov Feldberg, Jaideep Malhotra, Suchitra Pandit, Carlos Salazar, Alex Vidaeff, Rafal Zadykowicz, M Louise Hull, Nikhil Purandare

Faculty, Staff and Students Publications

Gamete donation has become a crucial part of Assisted Reproductive Technologies (ARTs), providing hope to individuals, including those who may have no other option for parenthood. This process comes with a wide range of ethical, medical, and legal challenges that need to be carefully addressed to protect the well-being and rights of all parties involved: donors, recipients, and offspring. Navigating these complexities requires strict ethical standards, robust regulatory frameworks, and international collaboration. By standardizing these, the field of gamete donation can continue to develop while ensuring that all parties are well informed and safeguarded. This paper explores the ethical concerns …

Military Inhalational Exposures Outside The Theater Of Conflict And Chronic Respiratory Symptoms, Reza Hosseini, Eric Garshick, Martin D Slade, 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, Ware Glenn Kuschner, Octavian C Ioachimescu, Michael Jerrett, Philippe R Montgrain, Susan P Proctor, Christine H Wendt, Cherry Wongtrakool, Emily S Wan, Paul D Blanc, Carrie A Redlich

Faculty, Staff and Students Publications

Importance: Deployment to Afghanistan and Southwest Asia has been associated with adverse respiratory health outcomes. However, the impact of inhalational exposures (eg, vapor, dust, gas, fumes), which are known correlates of reduced lung function and future chronic lung disease, during military service time outside this deployment period has not been assessed.

Objective: To assess military inhalational exposures during nonwartime routine activities and their associations with chronic respiratory symptoms.

Design, setting, and participants: This cross-sectional study used data from the US Department of Veterans Affairs Service and Health Among Deployed Veterans study. US veterans who served between October 7, 2001, and …

Protein Biomarkers Of Interstitial Lung Abnormalities In Relatives Of Patients With Pulmonary Fibrosis, Jonathan A Rose, Mark P Steele, Esteban J Kosak Lopez, Gisli Thor Axelsson, Andrea G Galecio Chao, Alan Waich, Katie Regan, Swati Gulati, Anthony H Maeda, Sharmin Sultana, Claire Cutting, Ann-Marcia C Tukpah, Andrew J Synn, Mary B Rice, Hilary J Goldberg, Joyce S Lee, David A Lynch, Rachel K Putman, Hiroto Hatabu, Benjamin A Raby, David A Schwartz, Ivan O Rosas, Gary M Hunninghake

Faculty, Staff and Students Publications

Rationale: First-degree relatives of patients with pulmonary fibrosis (referred to here as relatives) are at high risk for interstitial lung abnormalities (ILA), highlighting the need for biomarkers for risk prediction. We aimed to identify blood proteins associated with and predictive of ILA among relatives of patients with pulmonary fibrosis.

Methods: Relatives enrolled in two independent cohorts had protein levels measured using an aptamer-based proteomic platform. ILA were assessed with computed tomography scans as per Fleischner Society recommendations. Protein associations with ILA were assessed using regression. Significant proteins were used with clinical variables to detect ILA.

Results: Of 237 relatives from …

The Perk/Atf4 Pathway Is Required For Metabolic Reprogramming And Progressive Lung Fibrosis, Jyotsana Pandey, Jennifer L Larson-Casey, Mallikarjun H Patil, Chao He, Nisarat Pinthong, A Brent Carter

Faculty, Staff and Students Publications

Asbestosis is a prototypical type of fibrosis that is progressive and does not resolve. ER stress is increased in multiple cell types that contribute to fibrosis; however, the mechanism(s) by which ER stress in lung macrophages contributes to fibrosis is poorly understood. Here, we show that ER stress resulted in protein kinase RNA-like ER kinase (PERK; Eif2ak3) activation in humans with asbestosis. Similar results were seen in asbestos-injured mice. Mice harboring a conditional deletion of Eif2ak3 were protected from fibrosis. Lung macrophages from asbestosis individuals had evidence of metabolic reprogramming to fatty acid oxidation (FAO). Eif2ak3fl/fl mice had increased oxygen …

The Joint Association Of Diet Quality And Sleep Regularity With Incident Cardiovascular Disease In The Multi-Ethnic Study Of Atherosclerosis, Kaitlin S Potts, Claire Veldkamp, Alexis C Wood, Erin D Michos, Raymond Noordam, Tianyi Huang, Susan Redline, Heming Wang

Children’s Nutrition Research Center Staff Publications

Background/objectives: Diet quality and sleep regularity both influence cardiovascular disease (CVD) risk and may influence each other, but there is scarce evidence for their joint or interacting associations in relation to CVD. We assessed these associations in the Multi-Ethnic Study of Atherosclerosis (MESA).

Methods: Participants free of CVD with valid diet and sleep measures in 2010-2013 were included and followed through 2020 for detection of incident CVD (188 events detected over 8.8 years among 1782 participants; 55% women). Sleep timing and duration regularity were assessed via the intra-individual SD of sleep onset time and duration across 5- to 7-day actigraphy. …

Let-7 Restrains An Epigenetic Circuit In At2 Cells To Prevent Fibrogenic Intermediates In Pulmonary Fibrosis, Matthew J Seasock, Md Shafiquzzaman, Maria E Ruiz-Echartea, Rupa S Kanchi, Brandon T Tran, Lukas M Simon, Matthew D Meyer, Phillip A Erice, Shivani L Lotlikar, Stephanie C Wenlock, Scott A Ochsner, Anton Enright, Alex F Carisey, Freddy Romero, Ivan O Rosas, Katherine Y King, Neil J Mckenna, Cristian Coarfa, Antony Rodriguez

Faculty, Staff and Students Publications

MicroRNA-mediated post-transcriptional regulation of lung alveolar type 2 (AT2) and AT1 cell differentiation remains understudied. Here, we demonstrate that the let-7 miRNA family plays a homeostatic role in AT2 quiescence by preventing the uncontrolled accumulation of AT2 transitional cells and promoting AT1 differentiation. Using mouse and organoid models, we show that genetic ablation of let-7a1/let-7f1/let-7d cluster (let-7afd) in AT2 cells prevents AT1 differentiation and leads to KRT8 transitional cell accumulation in progressive pulmonary fibrosis. Integration of AGO2-eCLIP with RNA-sequencing identified direct let-7 targets within an oncogene feed-forward regulatory network, including BACH1/EZH2/MYC, which drives an aberrant fibrotic cascade. Additional CUT&RUN-sequencing analyses …

Early Nintedanib Deployment In Covid-19 Interstitial Lung Disease (Endcov-I): Study Protocol Of A Randomised, Double-Blind, Placebo-Controlled Trial, Valeria Santibanez, Aditi Mathur, Jigna Zatakia, Nicole Ng, Michele Cohen, Emilia Bagiella, Stacey-Ann Brown, Ivan O Rosas, Nina M Patel, Amy Olson, Peide Li, Maria Padilla

Faculty, Staff and Students Publications

Introduction: In December 2019, the novel SARS-CoV-2 triggered a global pneumonia outbreak, leading to millions of deaths worldwide. A subset of survivors faces increased morbidity and mortality, particularly due to subacute lung injury evolving to chronic fibrosing interstitial lung disease. While nintedanib, a tyrosine-kinase inhibitor, shows promise in treating progressive fibrotic lung disease, limited randomised trial data exists for post-COVID-19-induced lung injury. We hypothesise that treatment with nintedanib may attenuate advancement to the fibrotic stages, offering a potential avenue for improving outcomes in this specific patient subset.

Methods and analysis: We describe the design of a multicentre, randomised, double-blind, placebo-controlled …

Oxidative Stress Promotes Lipid-Laden Macrophage Formation Via Cyp1b1, Yin Zhu, Saugata Dutta, Yohan Han, Dooyoung Choi, Francesca Polverino, Caroline A Owen, Payaningal R Somanath, Xiaoyun Wang, Duo Zhang

Faculty, Staff and Students Publications

Emerging evidence suggests that lipid-laden macrophages (LLM) participate in lung damage in various clinical conditions. However, the mechanisms involved in LLM formation are not fully understood. In this study, we aimed to investigate the link between reactive oxygen species (ROS) and LLM formation. We found that ROS triggered by cigarette smoke extract (CSE) or H2O2 significantly promoted LLM formation. Given the key role of ROS in LLM formation, we further demonstrated that LLM formation is induced by various ROS-producing stimuli, including bacteria, oxidized low-density lipoprotein (OxLDL), hyperoxia, and E-cigarette vapor extract (EVE). Meanwhile, cytochrome P450 family-1 subfamily B member 1 …

B-Cell Immune Repertoire Sequencing In Tobacco Cigarette Smoking, Vaping, And Chronic Obstructive Pulmonary Disease In The Copdgene Cohort, Matthew Moll, Zhonghui Xu, Adel Boueiz, Min Hyung Ryu, Edwin K Silverman, Michael H Cho, Craig P Hersh, Maor Sauler, Francesca Polverino, Gregory L Kinney, Jeffrey L Curtis, Laura E Crotty-Alexander, Christopher Vollmers, Peter J Castaldi

Faculty, Staff and Students Publications

Rationale: Cigarette smoking (CS) impairs B-cell function and antibody production, increasing infection risk. The impact of e-cigarette use ('vaping') and combined CS and vaping ('dual-use') on B-cell activity is unclear.

Objective: To examine B-cell receptor sequencing (BCR-seq) profiles associated with CS, vaping, and dual-use.

Methods: BCR-seq was performed on blood RNA samples from 234 participants in the COPDGene study. We assessed multivariable associations of B-cell function measures (immunoglobulin heavy chain (IGH) subclass expression and usage, class-switching, V allele usage, and clonal expansion) with CS, vaping, and dual-use. We adjusted for multiple comparisons using the Benjamini-Hochberg method, identifying significant associations at …

Long-Term Anti-Sars-Cov-2 Antibody Trajectories After Neutralizing Monoclonal Antibody Treatment, Elizabeth S Munroe, Greg A Grandits, Robert C Hyzy, Hallie C Prescott, Thomas W Barrett, Robin L Dewar, Nicole Engen, Anna L Goodman, Timothy J Hatlen, Helene Highbarger, Thomas L Holland, Gareth Hughes, Tomas O Jensen, Muhammad A Khan, Ioannis Kalomenidis, Nayon Kang, Sylvain Laverdure, Prasad Manian, Vidya Menon, Ravi Patel, Srikanth Ramachandruni, Tauseef Rehman, Kathryn Shaw-Saliba, Birgit Thorup Røge, David M Vock, Amy C Weintrob, Barnaby E Young, Anne P Frosch, Strive Network And Therapeutics For Inpatients With Covid-19 (Tico) Study Groups

Faculty, Staff and Students Publications

Background: Neutralizing monoclonal antibodies (nMAbs) have been used to treat COVID-19 and are increasingly being used to treat other infections. However, there is concern that by neutralizing the SARS-CoV-2 virus, nMAbs may decrease the availability of antigens to the immune system, potentially impairing the endogenous polyclonal immune response and decreasing long-term immune protection.

Methods: We compared 28 and 90-day anti-SARS-CoV-2 spike protein neutralization activity and anti-SARS-CoV-2 nucleocapsid response for patients hospitalized with COVID-19 infection randomized to receive nMAbs or placebo in the large platform ACTIV-3/TICO trials. We pooled results from four trials of anti-spike nMAbs. For most tested agents, measurements …

Mice With Lymphatic Dysfunction Develop Pathogenic Lung Tertiary Lymphoid Organs That Model An Autoimmune Emphysema Phenotype Of Copd, Barbara Summers, Kihwan Kim, Anjali Trivedi, Tyler M Lu, Sean Houghton, Jade Palmer-Johnson, Joselyn Rojas-Quintero, Juan Cala-Garcia, Tania Pannellini, Francesca Polverino, Raphaël Lis, Hasina Outtz Reed

Faculty, Staff and Students Publications

We have previously shown that mice with a loss of C-type lectin-like type II (CLEC2), which have lymphatic dysfunction due to the role of CLEC2 in platelets for maintaining separation between the venous and lymphatic system, develop lung tertiary lymphoid organ (TLO) formation and lung injury that resembles an emphysema phenotype of chronic obstructive pulmonary disease (COPD). We now sought to investigate whether and how TLOs in these mice may play a pathogenic role in lung injury that is relevant to human disease. We found that inhibiting TLO formation using an anti-CD20 antibody in CLEC2-deficient mice partially blocked the development …

Eeg Spectral Analysis Of Nighttime Sleep And Daytime Mslts And Neurocognitive Evaluations In Subjects With Co-Morbid Insomnia And Osa, Yuan Shi, Yuru Nie, Fengyi Hao, Xujun Feng, Ye Zhang, Larry D. Sanford, Rong Ren, Xiangdong Tang

Department of Biomedical and Translational Sciences Faculty Publications

Background

Chronic insomnia and obstructive sleep apnea commonly co-occur. Few studies have explored the neurophysiological and neurocognitive characteristics of COMISA, which could help guide improving treatment diagnostic tools and determining novel therapeutic targets. This study aims to explore the neurophysiological and neurocognitive characteristics of COMISA using electroencephalographic (EEG) spectral analysis and subjective and objective neurocognitive measurements.

Methods

Participants were from our community recruited OSA-insomnia-COMISA cohort with 206 included for our current analysis including 74 chronic insomniacs (CIs), 55 OSA patients and 77 COMISA patients. Standard polysomnography (PSG) and multiple sleep latency tests (MSLTs) were recorded and used to obtain relative …

Frailty And Sleep In Adult Survivors Of Childhood Cancer: A Childhood Cancer Survivor Study Report, Lauren C. Daniel, Margaret M. Lubas, Huiqi Wang, Mariana Szklo-Coxe, Kirsten K. Ness, Annalynn M. Williams, Daniel A. Mulrooney, Rebecca Howell, Wendy Leisenring, Yutaka Yasui, Leslie L. Robinson, Gregory T. Armstrong, Eric J. Chow, Kevin R. Krull, Tara M. Brinkman

Epidemiology, Biostatistics, & Environmental Health Faculty Publications

Background

Young adult survivors of childhood cancer exhibit rates of frailty similar to adults several decades older without a cancer history. Frailty has been associated with sleep disturbances in non-cancer populations, but the relationship has not been examined in childhood cancer survivors who are known to exhibit elevated rates of sleep problems.

Aims

Examine associations between frailty and poor sleep quality in long-term survivors of childhood cancer.

Methods

This study utilized data from 9044 participants (> 5 years from diagnosis, M(age) = 40.8 years [SD = 9.5]) in the Childhood Cancer Survivor Study. Survivors' frailty status, chronic health conditions (CHC), …

Lung Tissue Multilayer Network Analysis Uncovers The Molecular Heterogeneity Of Chronic Obstructive Pulmonary Disease, Nuria Olvera, Jon Sánchez-Valle, Iker Núñez-Carpintero, Joselyn Rojas-Quintero, Guillaume Noell, Sandra Casas-Recasens, Alen Faiz, Philip Hansbro, Angela Guirao, Rosalba Lepore, Davide Cirillo, Alvar Agustí, Francesca Polverino, Alfonso Valencia, Rosa Faner

Faculty, Staff and Students Publications

Rationale: Chronic obstructive pulmonary disease (COPD) is a heterogeneous condition. Objectives: We hypothesized that the unbiased integration of different COPD lung omics using a novel multilayer approach might unravel mechanisms associated with clinical characteristics.

Methods: We profiled mRNA, microRNA and methylome in lung tissue samples from 135 former smokers with COPD. For each omic (layer), we built a patient network on the basis of molecular similarity. The three networks were used to build a multilayer network, and optimization of multiplex modularity was used to identify patient communities across the three distinct layers. Uncovered communities were related to clinical features.

Measurements …

Trβ Activation Confers At2-To-At1 Cell Differentiation And Anti-Fibrosis During Lung Repair Via Klf2 And Cebpa, Xin Pan, Lan Wang, Juntang Yang, Yingge Li, Min Xu, Chenxi Liang, Lulu Liu, Zhongzheng Li, Cong Xia, Jiaojiao Pang, Mengyuan Wang, Meng Li, Saiya Guo, Peishuo Yan, Chen Ding, Ivan O Rosas, Guoying Yu

Faculty, Staff and Students Publications

Aberrant repair underlies the pathogenesis of pulmonary fibrosis while effective strategies to convert fibrosis to normal regeneration are scarce. Here, we found that thyroid hormone is decreased in multiple models of lung injury but is essential for lung regeneration. Moreover, thyroid hormone receptor α (TRα) promotes cell proliferation, while TRβ fuels cell maturation in lung regeneration. Using a specific TRβ agonist, sobetirome, we demonstrate that the anti-fibrotic effects of thyroid hormone mainly rely on TRβ in mice. Cellularly, TRβ activation enhances alveolar type-2 (AT2) cell differentiation into AT1 cell and constrains AT2 cell hyperplasia. Molecularly, TRβ activation directly regulates the …

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 …

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% …

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 …

Proteomic Biomarkers Of Quantitative Interstitial Abnormalities In Copdgene And Cardia Lung Study, Bina Choi, Gabrielle Y Liu, Quanhu Sheng, Kaushik Amancherla, Andrew Perry, Xiaoning Huang, Ruben San José Estépar, Samuel Y Ash, Weihua Guan, David R Jacobs, Fernando J Martinez, Ivan O Rosas, Russell P Bowler, Jonathan A Kropski, Nicholas E Banovich, Sadiya S Khan, Raúl San José Estépar, Ravi Shah, Bharat Thyagarajan, Ravi Kalhan, George R Washko

Faculty, Staff and Students Publications

Rationale: Quantitative interstitial abnormalities (QIAs) are early measures of lung injury automatically detected on chest computed tomography scans. QIAs are associated with impaired respiratory health and share features with advanced lung diseases, but their biological underpinnings are not well understood. Objectives: To identify novel protein biomarkers of QIAs using high-throughput plasma proteomic panels within two multicenter cohorts.

Methods: We measured the plasma proteomics of 4,383 participants in an older, ever-smoker cohort (COPDGene [Genetic Epidemiology of Chronic Obstructive Pulmonary Disease]) and 2,925 participants in a younger population cohort (CARDIA [Coronary Artery Disease Risk in Young Adults]) using the SomaLogic SomaScan assays. …

Molecular Insights Using Spatial Transcriptomics Of The Distal Lung In Congenital Diaphragmatic Hernia, Krithika Lingappan, Oluyinka O Olutoye, Abiud Cantu, Manuel Eliezer Cantu Gutierrez, Nahir Cortes-Santiago, J D Hammond, Jamie Gilley, Joselyn Rojas Quintero, Hui Li, Francesca Polverino, Jason P Gleghorn, Sundeep G Keswani

Faculty, Staff and Students Publications

Abnormal pulmonary vascular development and function in congenital diaphragmatic hernia (CDH) is a significant factor leading to pulmonary hypertension. The lung is a very heterogenous organ and has marked cellular diversity that is differentially responsive to injury and therapeutic agents. Spatial transcriptomics provides the unmatched capability of discerning the differences in the transcriptional signature of these distinct cell subpopulations in the lung with regional specificity. We hypothesized that the distal lung parenchyma (selected as a region of interest) would show a distinct transcriptomic profile in the CDH lung compared with control (normal lung). We subjected lung sections obtained from male …

Cross-Sectional Association Between Neighborhood Socioeconomic Status And Sleep Duration Among Black And White Men And Women: The Southern Community Cohort Study, Samuel H Nyarko, Liying Luo, David G Schlundt, Qian Xiao

Faculty, Staff and Student Publications

Objective: To examine the association of neighborhood socioeconomic status (SES) with sleep duration among a large cohort of Black and white men and women in the United States.

Methods: We used data from the Southern Community Cohort Study (SCCS, N = 75,248). Neighborhood SES was based on census data and sleep duration was measured by self-report. Multinomial logistic regression analysis was performed to assess the association between neighborhood SES and short (<7 hours) and long (≥9 hours) sleep in the overall sample and according to race-sex subgroups.

Results: In the total sample, when compared with the highest quintile of neighborhood SES, the lowest quintile was associated with higher odds of both short (adjusted ORQ5 vs. …

Mortality Patterns Associated With Central Sleep Apnea Among Veterans: A Large, Retrospective, Longitudinal Report, Ritwick Agrawal, Amir Sharafkhaneh, Daniel J Gottlieb, Sara Nowakowski, Javad Razjouyan

Faculty, Staff and Students Publications

Rationale

Central sleep apnea (CSA) is associated with high mortality. Current knowledge stems from studies with limited sample size (fewer than 100 subjects) and in homogeneous populations such as heart failure (HF).

Objectives

To address this knowledge gap, we compared the mortality pattern and time to death between the CSA and obstructive sleep apnea (OSA) patients in the large Veterans Health Administration patient population using the big data analytic approach.

Methods

This is a retrospective study using national Veterans Health Administration electronic medical records from October 1, 1999, through September 30, 2020. We grouped the patients with underlying sleep disorders …