Critical Care Commons^™

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 …

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 …

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 …

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 …

Access To Treatment For Chronic Obstructive Pulmonary Disease In The Americas: A Call For Action A Joint Perspective From The Brazilian Thoracic Society, Canadian Thoracic Society, Latin American Thoracic Society, And The American Thoracic Society, Francesca Polverino, Mohit Bhutani, Gustavo Zabert, Frederico Leon Arrabal Fernandes, Karen Czischke, Luiz Fernando Pereira Ferreira, Lian Szabo, Juan P Wisnivesky, Margareth Pretti Dalcolmo, Juan C Celedón

Faculty, Staff and Students Publications

Chronic obstructive pulmonary disease (COPD) is a major public health problem in the Americas (a region of the world comprising North, Central, and South America), although there is substantial variation in disease prevalence, morbidity, and mortality between and within nations. Across the Americas, COPD disproportionately affects vulnerable populations, including minoritized populations and impoverished persons, who are more likely to be exposed to risk factors such as tobacco use, air pollution, infections such as tuberculosis, and biomass smoke, but less likely to have adequate healthcare access. Management of COPD can be challenging across the Americas, with some barriers being specific to …

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. …

Clearing The Air: Innovations In Imaging For Early Detection And Management Of Chronic Obstructive Pulmonary Disease, Francesca Polverino

Faculty, Staff and Students Publications

No abstract provided.

Polygenic And Transcriptional Risk Scores Identify Chronic Obstructive Pulmonary Disease Subtypes In The Copdgene And Eclipse Cohort Studies, Matthew Moll, Julian Hecker, John Platig, Jingzhou Zhang, Auyon J. Ghosh, Katherine A. Pratte, Rui-Sheng Wang, Davin Hill, Iain R. Konigsberg, Joe W. Chiles, Craig P. Hersh, Peter J. Castaldi, Kimberly Glass, Jennifer G. Dy, Don D. Sin, Ruth Tal-Singer, Majd Mouded, Stephen I. Rennard, Gary P. Anderson, Gregory L. Kinney, Russell P. Bowler, Jeffrey L. Curtis, Merry-Lynn Mcdonald, Edwin K. Silverman, Brian D. Hobbs, Michael H. Cho

Journal Articles: Pulmonary & Critical Care Med

BACKGROUND: Genetic variants and gene expression predict risk of chronic obstructive pulmonary disease (COPD), but their effect on COPD heterogeneity is unclear. We aimed to define high-risk COPD subtypes using genetics (polygenic risk score, PRS) and blood gene expression (transcriptional risk score, TRS) and assess differences in clinical and molecular characteristics.

METHODS: We defined high-risk groups based on PRS and TRS quantiles by maximising differences in protein biomarkers in a COPDGene training set and identified these groups in COPDGene and ECLIPSE test sets. We tested multivariable associations of subgroups with clinical outcomes and compared protein-protein interaction networks and drug repurposing …

Spatial Transcriptomics Resolve An Emphysema-Specific Lymphoid Follicle B Cell Signature In Chronic Obstructive Pulmonary Disease, Joselyn Rojas-Quintero, Scott A Ochsner, Felicia New, Prajan Divakar, Chen Xi Yang, Tianshi David Wu, Jerid Robinson, Darshan Shimoga Chandrashekar, Nicholas E Banovich, Ivan O Rosas, Maor Sauler, Farrah Kheradmand, Amit Gaggar, Camilla Margaroli, Raul San Jose Estepar, Neil J Mckenna, Francesca Polverino

Faculty, Staff and Students Publications

Rationale

Within chronic obstructive pulmonary disease (COPD), emphysema is characterized by a significant yet partially understood B cell immune component.

Objectives

To characterize the transcriptomic signatures from lymphoid follicles (LFs) in ever-smokers without COPD and patients with COPD with varying degrees of emphysema.

Methods

Lung sections from 40 patients with COPD and ever-smokers were used for LF proteomic and transcriptomic spatial profiling. Formalin- and O.C.T.-fixed lung samples obtained from biopsies or lung explants were assessed for LF presence. Emphysema measurements were obtained from clinical chest computed tomographic scans. High-confidence transcriptional target intersection analyses were conducted to resolve emphysema-induced transcriptional networks. …

Tlr7 Promotes Smoke-Induced Experimental Lung Damage Through The Activity Of Mast Cell Tryptase, Gang Liu, Tatt Jhong Haw, Malcolm R Starkey, Ashleigh M Philp, Stelios Pavlidis, Christina Nalkurthi, Prema M Nair, Henry M Gomez, Irwan Hanish, Alan Cy Hsu, Elinor Hortle, Sophie Pickles, Joselyn Rojas-Quintero, Raul San Jose Estepar, Jacqueline E Marshall, Richard Y Kim, Adam M Collison, Joerg Mattes, Sobia Idrees, Alen Faiz, Nicole G Hansbro, Ryutaro Fukui, Yusuke Murakami, Hong Sheng Cheng, Nguan Soon Tan, Sanjay H Chotirmall, Jay C Horvat, Paul S Foster, Brian Gg Oliver, Francesca Polverino, Antonio Ieni, Francesco Monaco, Gaetano Caramori, Sukhwinder S Sohal, Ken R Bracke, Peter A Wark, Ian M Adcock, Kensuke Miyake, Don D Sin, Philip M Hansbro

Faculty, Staff and Students Publications

Toll-like receptor 7 (TLR7) is known for eliciting immunity against single-stranded RNA viruses, and is increased in both human and cigarette smoke (CS)-induced, experimental chronic obstructive pulmonary disease (COPD). Here we show that the severity of CS-induced emphysema and COPD is reduced in TLR7-deficient mice, while inhalation of imiquimod, a TLR7-agonist, induces emphysema without CS exposure. This imiquimod-induced emphysema is reduced in mice deficient in mast cell protease-6, or when wild-type mice are treated with the mast cell stabilizer, cromolyn. Furthermore, therapeutic treatment with anti-TLR7 monoclonal antibody suppresses CS-induced emphysema, experimental COPD and accumulation of pulmonary mast cells in mice. …

Plasma Metabolomics And Quantitative Interstitial Abnormalities In Ever-Smokers, Bina Choi, Raúl San José Estépar, Suneeta Godbole, Jeffrey L Curtis, Jennifer M Wang, Rubén San José Estépar, Ivan O Rosas, Jared R Mayers, Brian D Hobbs, Craig P Hersh, Samuel Y Ash, Meilan K Han, Russell P Bowler, Kathleen A Stringer, George R Washko, Wassim W Labaki

Faculty, Staff and Students Publications

BACKGROUND: Quantitative interstitial abnormalities (QIA) are an automated computed tomography (CT) finding of early parenchymal lung disease, associated with worse lung function, reduced exercise capacity, increased respiratory symptoms, and death. The metabolomic perturbations associated with QIA are not well known. We sought to identify plasma metabolites associated with QIA in smokers. We also sought to identify shared and differentiating metabolomics features between QIA and emphysema, another smoking-related advanced radiographic abnormality.

METHODS: In 928 former and current smokers in the Genetic Epidemiology of COPD cohort, we measured QIA and emphysema using an automated local density histogram method and generated metabolite profiles …

Does Chronic Obstructive Pulmonary Disease Originate From Different Cell Types?, Yohannes Tesfaigzi, Jeffrey L Curtis, Irina Petrache, Francesca Polverino, Farrah Kheradmand, Ian M Adcock, Stephen I Rennard

Faculty, Staff and Students Publications

The onset of chronic obstructive pulmonary disease (COPD) is heterogeneous, and current approaches to define distinct disease phenotypes are lacking. In addition to clinical methodologies, subtyping COPD has also been challenged by the reliance on human lung samples from late-stage diseases. Different COPD phenotypes may be initiated from the susceptibility of different cell types to cigarette smoke, environmental pollution, and infections at early stages that ultimately converge at later stages in airway remodeling and destruction of the alveoli when the disease is diagnosed. This perspective provides discussion points on how studies to date define different cell types of the lung …

Revisiting The Use Of Antibiotics To Prevent Copd Exacerbation: Is Doxycycline The Answer?, Muhammad Adrish, Nicola A Hanania

Faculty, Staff and Students Publications

No abstract provided.

From Pre-Copd To Copd: A Simple, Low Cost And Easy To Implement (Slim) Risk Calculator, Miguel J Divo, Congjian Liu, Francesca Polverino, Peter J Castaldi, Bartolome R Celli, Yohannes Tesfaigzi

Faculty, Staff and Students Publications

BACKGROUND: The lifetime risk of developing clinical COPD among smokers ranges from 13% to 22%. Identifying at-risk individuals who will develop overt disease in a reasonable timeframe may allow for early intervention. We hypothesised that readily available clinical and physiological variables could help identify ever-smokers at higher risk of developing chronic airflow limitation (CAL).

METHODS: Among 2273 Lovelace Smokers' Cohort (LSC) participants, we included 677 (mean age 54 years) with normal spirometry at baseline and a minimum of three spirometries, each 1 year apart. Repeated spirometric measurements were used to determine incident CAL. Using logistic regression, demographics, anthropometrics, smoking history, …

Blunted Adaptive Immune Responses And Acute Exacerbations Of Copd: Breaking The Code, Ken R Bracke, Francesca Polverino

Faculty, Staff and Students Publications

No abstract provided.

Leveraging Omics To Predict Chronic Obstructive Pulmonary Disease Exacerbations: The "Immunome", Francesca Polverino, Ravi Kalhan

Faculty, Staff and Students Publications

No abstract provided.

Genetic Susceptibility To Chronic Obstructive Pulmonary Disease And Idiopathic Pulmonary Fibrosis: The Missing Link?, Francesca Polverino

Faculty, Staff and Students Publications

No abstract provided.

Lung Volume Reduction In Copd: Scope Or Surgery, Francesca Polverino, Frank Sciurba

Faculty, Staff and Students Publications

No abstract provided.

Cc16 Augmentation Reduces Exaggerated Copd-Like Disease In Cc16-Deficient Mice, Joselyn Rojas-Quintero, Maria Eugenia Laucho-Contreras, Xiaoyun Wang, Quynh-Anh Fucci, Patrick R Burkett, Se-Jin Kim, Duo Zhang, Yohannes Tesfaigzi, Yuhong Li, Abhiram R Bhashyam, Zhang Li, Haider Khamas, Bartolome Celli, Aprile L Pilon, Francesca Polverino, Caroline A Owen

Faculty, Staff and Students Publications

Low Club Cell 16 kDa protein (CC16) plasma levels are linked to accelerated lung function decline in patients with chronic obstructive pulmonary disease (COPD). Cigarette smoke-exposed (CS-exposed) Cc16-/- mice have exaggerated COPD-like disease associated with increased NF-κB activation in their lungs. It is unclear whether CC16 augmentation can reverse exaggerated COPD in CS-exposed Cc16-/- mice and whether increased NF-κB activation contributes to the exaggerated COPD in CS-exposed Cc16-/- lungs. CS-exposed WT and Cc16-/- mice were treated with recombinant human CC16 (rhCC16) or an NF-κB inhibitor versus vehicle beginning at the midpoint of the exposures. COPD-like disease and NF-κB activation were …

Icenticaftor, Novel Therapy For Copd: This Glass Is Half Full, Stephen I. Rennard

Journal Articles: Pulmonary & Critical Care Med

No abstract provided.

Longitudinal Assessment Of Multimorbidity Medication Patterns Among Smokers In The Copdgene Cohort, Yisha Li, Sarah J. Schmiege, Heather Anderson, Nicole E. Richmond, Kendra A. Young, John E. Hokanson, Stephen I. Rennard, Tessa L. Crume, Erin Austin, Katherine A. Pratte, Rebecca Conway, Gregory L. Kinney

Journal Articles: Pulmonary & Critical Care Med

Background and objectives: Chronic obstructive pulmonary disease (COPD) is usually comorbid with other chronic diseases. We aimed to assess the multimorbidity medication patterns and explore if the patterns are similar for phase 1 (P1) and 5-year follow-up phase 2 (P2) in the COPDGene cohort. Materials and Methods: A total of 5564 out of 10,198 smokers from the COPDGene cohort who completed 2 visits, P1 and P2 visits, with complete medication use history were included in the study. We conducted latent class analysis (LCA) among the 27 categories of chronic disease medications, excluding COPD treatments and cancer medications at P1 and …

Suspected Interstitial Lung Disease In Copdgene Study, Jonathan A Rose, Aravind A Menon, Takuya Hino, Akinori Hata, Mizuki Nishino, David A Lynch, Ivan O Rosas, Souheil El-Chemaly, Benjamin A Raby, Samuel Y Ash, Bina Choi, George R Washko, Edwin K Silverman, Michael H Cho, Hiroto Hatabu, Rachel K Putman, Gary M Hunninghake

Faculty, Staff and Students Publications

Rationale

Although interstitial lung abnormalities (ILA), specific patterns of incidentally-detected abnormal density on computed tomography, have been associated with abnormal lung function and increased mortality, it is unclear if a subset with incidental interstitial lung disease (ILD) accounts for these adverse consequences.

Objectives

To define the prevalence and risk factors of suspected ILD and assess outcomes.

Methods

Suspected ILD was evaluated in the COPDGene (Chronic Obstructive Pulmonary Disease Genetic Epidemiology) study, defined as ILA and at least one additional criterion: definite fibrosis on computed tomography, FVC less than 80% predicted, or DL_CO less than 70% predicted. Multivariable linear, longitudinal, …

Quantitative Interstitial Abnormality Progression And Outcomes In The Genetic Epidemiology Of Copd And Pittsburgh Lung Screening Study Cohorts, Bina Choi, Najma Adan, Tracy J Doyle, Ruben San José Estépar, Rola Harmouche, Stephen M Humphries, Matthew Moll, Michael H Cho, Rachel K Putman, Gary M Hunninghake, Ravi Kalhan, Gabrielle Y Liu, Alejandro A Diaz, Stefanie E Mason, Farbod N Rahaghi, Carrie L Pistenmaa, Nicholas Enzer, Clare Poynton, Gonzalo Vegas Sánchez-Ferrero, James C Ross, David A Lynch, Fernando J Martinez, Meilan K Han, Russell P Bowler, David O Wilson, Ivan O Rosas, George R Washko, Raúl San José Estépar, Samuel Y Ash, Copdgene Study And Pittsburgh Lung Screening Study Investigators

Faculty, Staff and Students Publications

BACKGROUND: The risk factors and clinical outcomes of quantitative interstitial abnormality progression over time have not been characterized.

RESEARCH QUESTIONS: What are the associations of quantitative interstitial abnormality progression with lung function, exercise capacity, and mortality? What are the demographic and genetic risk factors for quantitative interstitial abnormality progression?

STUDY DESIGN AND METHODS: Quantitative interstitial abnormality progression between visits 1 and 2 was assessed from 4,635 participants in the Genetic Epidemiology of COPD (COPDGene) cohort and 1,307 participants in the Pittsburgh Lung Screening Study (PLuSS) cohort. We used multivariable linear regression to determine the risk factors for progression and the …

Characterization Of Pulmonary Vascular Remodeling And Microrna-126-Targets In Copd-Pulmonary Hypertension, Khushboo Goel, Nicholas Egersdorf, Amar Gill, Danting Cao, Scott D Collum, Soma S Jyothula, Howard J Huang, Maor Sauler, Patty J Lee, Susan Majka, Harry Karmouty-Quintana, Irina Petrache

Faculty, Staff and Student Publications

BACKGROUND: Despite causing increased morbidity and mortality, pulmonary hypertension (PH) in chronic obstructive pulmonary disease (COPD) patients (COPD-PH) lacks treatment, due to incomplete understanding of its pathogenesis. Hypertrophy of pulmonary arterial walls and pruning of the microvasculature with loss of capillary beds are known features of pulmonary vascular remodeling in COPD. The remodeling features of pulmonary medium- and smaller vessels in COPD-PH lungs are less well described and may be linked to maladaptation of endothelial cells to chronic cigarette smoking (CS). MicroRNA-126 (miR126), a master regulator of endothelial cell fate, has divergent functions that are vessel-size specific, supporting the survival …

Mucins Muc5ac And Muc5b Are Variably Packaged In The Same And In Separate Secretory Granules, Oanh N Hoang, Anna Ermund, Ana M Jaramillo, Dalia Fakih, Cory B French, Jose R Flores, Harry Karmouty-Quintana, Jesper M Magnusson, Giorgio Fois, Michael Fauler, Manfred Frick, Peter Braubach, Joshua B Hales, Richard C Kurten, Reynold Panettieri, Leoncio Vergara, Camille Ehre, Roberto Adachi, Michael J Tuvim, Gunnar C Hansson, Burton F Dickey

Faculty, Staff and Student Publications

No abstract provided.

Relationships Of Serum Cc16 Levels With Smoking Status And Lung Function In Copd, Kelli C. Gribben, Jill A. Poole, Amy J. Nelson, Paraskevi A. Farazi, Christopher S. Wichman, Art J. Heires, Debra J. Romberger, Tricia D. Levan

Journal Articles: Pulmonary & Critical Care Med

Background: The club cell secretory protein (CC16) has anti-inflammatory and antioxidant effects, and low CC16 serum levels have been associated with both risk and progression of COPD, yet the interaction between smoking and CC16 on lung function outcomes remains unknown.

Methods: Utilizing cross-sectional data on United States veterans, CC16 serum concentrations were measured by ELISA and log transformed for analyses. Spirometry was conducted and COPD status was defined by post-bronchodilator FEV₁/FVC ratio < 0.7. Smoking measures were self-reported on questionnaire. Multivariable logistic and linear regression were employed to examine associations between CC16 levels and COPD, and lung function with adjustment for covariates. Unadjusted Pearson correlations described relationships between CC16 level and lung function measures, pack-years smoked, and years since smoking cessation.

Results: The study population (N = 351) was mostly male, white, with an average age over 60 years. An interaction between CC16 and smoking status on …

Updated Perspectives On The Role Of Biomechanics In Copd: Considerations For The Clinician, Jennifer M. Yentes, Wai-Yan Liu, Kuan Zhang, Eric Markvicka, Stephen I. Rennard

Journal Articles: Pulmonary & Critical Care Med

Patients with chronic obstructive pulmonary disease (COPD) demonstrate extra-pulmonary functional decline such as an increased prevalence of falls. Biomechanics offers insight into functional decline by examining mechanics of abnormal movement patterns. This review discusses biomechanics of functional outcomes, muscle mechanics, and breathing mechanics in patients with COPD as well as future directions and clinical perspectives. Patients with COPD demonstrate changes in their postural sway during quiet standing compared to controls, and these deficits are exacerbated when sensory information (eg, eyes closed) is manipulated. If standing balance is disrupted with a perturbation, patients with COPD are slower to return to baseline …

Latent Traits Of Lung Tissue Patterns In Former Smokers Derived By Dual Channel Deep Learning In Computed Tomography Images, Frank Li, Jiwoong Choi, Chunrui Zou, John D. Newell, Alejandro P. Comellas, Chang Hyun Lee, Hongseok Ko, R. Graham Barr, Eugene R. Bleecker, Christopher B. Cooper, Fereidoun Abtin, Igor Barjaktarevic, David Couper, Meilan Han, Nadia N. Hansel, Richard E. Kanner, Robert Paine, Ella A. Kazerooni, Fernando J. Martinez, Wanda O'Neal, Stephen I. Rennard, Benjamin M. Smith, Prescott G. Woodruff, Eric A. Hoffman, Ching-Long Lin

Journal Articles: Pulmonary & Critical Care Med

Chronic obstructive pulmonary disease (COPD) is a heterogeneous disease and the traditional variables extracted from computed tomography (CT) images may not be sufficient to describe all the topological features of lung tissues in COPD patients. We employed an unsupervised three-dimensional (3D) convolutional autoencoder (CAE)-feature constructor (FC) deep learning network to learn from CT data and derive tissue pattern-clusters jointly. We then applied exploratory factor analysis (EFA) to discover the unobserved latent traits (factors) among pattern-clusters. CT images at total lung capacity (TLC) and residual volume (RV) of 541 former smokers and 59 healthy non-smokers from the cohort of the SubPopulations …