Critical Care Commons^™

Cytokine-Based Strategies To Improve Prognostic Enrichment Of Pediatric Ards., E Scott Halstead, Todd M. Umstead, Zissis C. Chroneos, Cainan Riccio-Baum, S Rameeza Allie, Daniel J. Mckeone, Debbie Spear, Ryan A. Nofziger, Ronald C. Sanders, Danielle Ahn, Jasmine C. Dowell, Asdis Finnsdottir Wagner, Neal J. Thomas, Prithvi Sendi, W Joshua Frazier, Courtney M. Rowan, Parag N. Jain, Dalia A. Bashir, Stuart H. Friess, Brian M. Varisco, Jocelyn Grunwell, Aline B. Maddux, Stephen T. Famularo, Nadir Yehya

Manuscripts, Articles, Book Chapters and Other Papers

BACKGROUND: Hyper-inflammation is common to multiple critical care syndromes, including acute respiratory distress syndrome (ARDS) and sepsis, and is associated with worse outcomes. A signature of hyper-inflammatory ARDS has been described in adults using IL-6, TNFR1, and bicarbonate, and has prognostic utility. We investigated the application of this traditional parsimonious signature to pediatric ARDS patients and tested whether we could improve prognostic enrichment using other cytokines.

METHODS: We leveraged a prospective multicenter cohort study of 500 children with ARDS (Linking Endotypes and Outcomes in Pediatric Acute Respiratory Distress Syndrome [LEOPARDS]; NCT04113434) study. Plasma samples were obtained within 24 h of …

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 …

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 …

Continuous Kidney Replacement Therapy And Survival In Children And Young Adults: Findings From The Multinational We-Rock Collaborative, Michelle C Starr, Katja M Gist, Huaiyu Zang, Nicholas J Ollberding, Shanthi Balani, Andrea Cappoli, Eileen Ciccia, Catherine Joseph, Aadil Kakajiwala, Aaron Kessel, Melissa Muff-Luett, María J Santiago Lozano, Matthew Pinto, Stephanie Reynaud, Sonia Solomon, Cara Slagle, Rachana Srivastava, Weiwen V Shih, Tennille Webb, Shina Menon

Faculty, Staff and Students Publications

RATIONALE & OBJECTIVE: There are limited studies describing the epidemiology and outcomes in children and young adults receiving continuous kidney replacement therapy (CKRT). We aimed to describe associations between patient characteristics, CKRT prescription, and survival.

STUDY DESIGN: Retrospective multicenter cohort study.

SETTING & PARTICIPANTS: 980 patients aged from birth to 25 years who received CKRT between 2015 and 2021 at 1 of 32 centers in 7 countries participating in WE-ROCK (Worldwide Exploration of Renal Replacement Outcomes Collaborative in Kidney Diseases).

EXPOSURE: CKRT for acute kidney injury or volume overload.

OUTCOMES: Death before intensive care unit (ICU) discharge.

ANALYTICAL APPROACH: Descriptive …

The Association Between Vaso/Pressin And Adverse Kidney Outcomes In Children And Young Adults Requiring Vasopressors On Continuous Renal Replacement Therapy, Denise C Hasson, Katja M Gist, Jangdong Seo, Erin K Stenson, Aaron Kessel, Taiki Haga, Sara Lafever, Maria Jose Santiago, Matthew Barhight, David Selewski, Zaccaria Ricci, Nicholas J Ollberding, Natalja L Stanski, The Worldwide Exploration Of Renal Replacement Outcomes Collaborative In Kidney Disease (We-Rock) Collaborative

Faculty, Staff and Students Publications

OBJECTIVES: Continuous renal replacement therapy (CRRT) and shock are both associated with high morbidity and mortality in the ICU. Adult data suggest renoprotective effects of vasopressin vs. catecholamines (norepinephrine and epinephrine). We aimed to determine whether vasopressin use during CRRT was associated with improved kidney outcomes in children and young adults.

DESIGN: Secondary analysis of Worldwide Exploration of Renal Replacement Outcomes Collaborative in Kidney Disease (WE-ROCK), a multicenter, retrospective cohort study.

SETTING: Neonatal, cardiac, PICUs at 34 centers internationally from January 1, 2015, to December 31, 2021.

PATIENTS/SUBJECTS: Patients younger than 25 years receiving CRRT for acute kidney injury and/or …

The Discover In-Hospital Cardiac Arrest (Discover Ihca) Study: An Investigation Of Hospital Practices After In-Hospital Cardiac Arrest, Luke Andrea, Nathaniel S Herman, Jacob Vine, Katherine M Berg, Saiara Choudhury, Mariana Vaena, Jordan E Nogle, Saleem M Halablab, Aarthi Kaviyarasu, Jonathan Elmer, Gabriel Wardi, Alex K Pearce, Conor Crowley, Micah T Long, J Taylor Herbert, Kipp Shipley, Brittany D Bissell Turpin, Michael J Lanspa, Adam Green, Shekhar A Ghamande, Akram Khan, Siddharth Dugar, Aaron M Joffe, Michael Baram, Cooper March, Nicholas J Johnson, Alexander Reyes, Krassimir Denchev, Michael Loewe, Ari Moskowitz

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

IMPORTANCE: In-hospital cardiac arrest (IHCA) is a significant public health burden. Rates of return of spontaneous circulation (ROSC) have been improving, but the best way to care for patients after the initial resuscitation remains poorly understood, and improvements in survival to discharge are stagnant. Existing North American cardiac arrest databases lack comprehensive data on the post-resuscitation period, and we do not know current post-IHCA practice patterns. To address this gap, we developed the Discover In-Hospital Cardiac Arrest (Discover IHCA) study, which will thoroughly evaluate current post-IHCA care practices across a diverse cohort.

OBJECTIVES: Our study collects granular data on post-IHCA …

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. …

Patterns Of Multiple Organ Dysfunction And Renal Recovery In Critically Ill Children And Young Adults Receiving Continuous Renal Replacement Therapy, Sameer Thadani, Dana Fuhrman, Claire Hanson, Hyun Jung Park, Joseph Angelo, Poyyapakkam Srivaths, Katri Typpo, Michael J Bell, Katja M Gist, Joseph Carcillo, Ayse Akcan-Arikan

Faculty, Staff and Students Publications

OBJECTIVES: Acute kidney injury requiring dialysis (AKI-D) commonly occurs in the setting of multiple organ dysfunction syndrome (MODS). Continuous renal replacement therapy (CRRT) is the modality of choice for AKI-D. Mid-term outcomes of pediatric AKI-D supported with CRRT are unknown. We aimed to describe the pattern and impact of organ dysfunction on renal outcomes in critically ill children and young adults with AKI-D.

DESIGN: Retrospective cohort.

SETTING: Two large quarternary care pediatric hospitals.

PATIENTS: Patients 26 y old or younger who received CRRT from 2014 to 2020, excluding patients with chronic kidney disease.

INTERVENTIONS: None.

MEASUREMENTS AND MAIN RESULTS: Organ …

Risk Of 30-Day All-Cause Readmission In Interstitial Lung Disease Patients After Covid-19: National-Level Data, Ali Vaeli Zadeh, Roshan Dinparastisaleh, Atefeh Vaezi, Debabrata Bandyopadhyay, Israel Rubinstein, Hassan Z Baig, Rafael Calderon-Candelario, Abdolrazagh Hashemi Shahraki, Takeshi Kawasaki, Jesper M Magnusson, Lars-Olof Larsson, Amir Sharafkhaneh, Jose D Herazo-Maya, Augustine S Lee, Mehdi Mirsaeidi

Faculty, Staff and Students Publications

Rationale

Hospital readmission within 30 days poses challenges for healthcare providers, policymakers, and patients because of its impact on care quality, costs, and outcomes. Patients with interstitial lung disease (ILD) are particularly affected by readmission, which is associated with increased morbidity and mortality and reduced quality of life. Because small sample sizes have hindered previous studies, this study seeks to address this gap in knowledge by examining a large-scale dataset.

Objective: To determine the rate and probability of 30-day all-cause readmission and secondary outcomes in patients with coronavirus disease (COVID-19) or ILD admitted to the hospital.

Methods

This study is …

Time To Continuous Renal Replacement Therapy Initiation And 90-Day Major Adverse Kidney Events In Children And Young Adults, Katja M Gist, Shina Menon, Pilar Anton-Martin, Amee M Bigelow, Gerard Cortina, Akash Deep, Sara De La Mata-Navazo, Ben Gelbart, Stephen Gorga, Isabella Guzzo, Kenneth E Mah, Nicholas J Ollberding, H Stella Shin, Sameer Thadani, Amanda Uber, Huaiyu Zang, Michael Zappitelli, David T Selewski, We-Rock Investigators

Faculty, Staff and Students Publications

IMPORTANCE: In clinical trials, the early or accelerated continuous renal replacement therapy (CRRT) initiation strategy among adults with acute kidney injury or volume overload has not demonstrated a survival benefit. Whether the timing of initiation of CRRT is associated with outcomes among children and young adults is unknown.

OBJECTIVE: To determine whether timing of CRRT initiation, with and without consideration of volume overload (VO;

DESIGN, SETTING, AND PARTICIPANTS: This multinational retrospective cohort study was conducted using data from the Worldwide Exploration of Renal Replacement Outcome Collaborative in Kidney Disease (WE-ROCK) registry from 2015 to 2021. Participants included children and young …

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 …

Clinical Outcomes Associated With Overestimation Of Oxygen Saturation By Pulse Oximetry In Patients Hospitalized With Covid-19, Ashraf Fawzy, Tianshi David Wu, Kunbo Wang, Kenneth E Sands, Arielle M Fisher, Shanna A Arnold Egloff, Jeffrey D Dellavolpe, Theodore J Iwashyna, Yanxun Xu, Brian T Garibaldi

Faculty, Staff and Students Publications

IMPORTANCE: Many pulse oximeters have been shown to overestimate oxygen saturation in persons of color, and this phenomenon has potential clinical implications. The relationship between overestimation of oxygen saturation with timing of COVID-19 medication delivery and clinical outcomes remains unknown.

OBJECTIVE: To investigate the association between overestimation of oxygen saturation by pulse oximetry and delay in administration of COVID-19 therapy, hospital length of stay, risk of hospital readmission, and in-hospital mortality.

DESIGN, SETTING, AND PARTICIPANTS: This cohort study included patients hospitalized for COVID-19 at 186 acute care facilities in the US with at least 1 functional arterial oxygen saturation (SaO2) …

Clinical And Laboratory Predictors Of Dehydration Severity In Children With Diabetic Ketoacidosis, Jennifer L Trainor, Nicole S Glaser, Leah Tzimenatos, Michael J Stoner, Kathleen M Brown, Julie K Mcmanemy, Jeffrey E Schunk, Kimberly S Quayle, Lise E Nigrovic, Arleta Rewers, Sage R Myers, Jonathan E Bennett, Maria Y Kwok, Cody S Olsen, T Charles Casper, Simona Ghetti, Nathan Kuppermann, Pediatric Emergency Care Applied Research Network (Pecarn) Fluid Study Group

Faculty, Staff and Students Publications

STUDY OBJECTIVE: Our primary objective was to characterize the degree of dehydration in children with diabetic ketoacidosis (DKA) and identify physical examination and biochemical factors associated with dehydration severity. Secondary objectives included describing relationships between dehydration severity and other clinical outcomes.

METHODS: In this cohort study, we analyzed data from 753 children with 811 episodes of DKA in the Pediatric Emergency Care Applied Research Network Fluid Therapies Under Investigation Study, a randomized clinical trial of fluid resuscitation protocols for children with DKA. We used multivariable regression analyses to identify physical examination and biochemical factors associated with dehydration severity, and we …

Timing Of Invasive Mechanical Ventilation And Death In Critically Ill Adults With Covid-19: A Multicenter Cohort Study., Adam Green, Jean-Sebastien Rachoin, Christa Schorr, Phil Dellinger, Jonathan D Casey, Isabel Park, Shruti Gupta, Rebecca M Baron, Shahzad Shaefi, Krystal Hunter, David E Leaf

Cooper Medical School of Rowan University Departmental Research

PURPOSE: To investigate if the timing of initiation of invasive mechanical ventilation (IMV) for critically ill patients with COVID-19 is associated with mortality.

MATERIALS AND METHODS: The data for this study were derived from a multicenter cohort study of critically ill adults with COVID-19 admitted to ICUs at 68 hospitals across the US from March 1 to July 1, 2020. We examined the association between early (ICU days 1-2) versus late (ICU days 3-7) initiation of IMV and time-to-death. Patients were followed until the first of hospital discharge, death, or 90 days. We adjusted for confounding using a multivariable Cox …

Real-World Safety Of Neurohormonal Antagonist Initiation Among Older Adults Following A Heart Failure Hospitalization, Parag Goyal, Andrew R Zullo, Barbara Gladders, Chukwuma Onyebeke, Min Ji Kwak, Larry A Allen, Emily B Levitan, Monika M Safford, Lauren Gilstrap

Faculty, Staff and Student Publications

AIMS: To optimize guideline-directed medical therapy for heart failure, patients may require the initiation of multiple neurohormonal antagonists (NHAs) during and following hospitalization. The safety of this approach for older adults is not well established.

METHODS AND RESULTS: We conducted an observational cohort study of 207 223 Medicare beneficiaries discharged home following a hospitalization for heart failure with reduced ejection fraction (HFrEF) (2008-2015). We performed Cox proportional hazards regression to examine the association between the count of NHAs initiated within 90 days of hospital discharge (as a time-varying exposure) and all-cause mortality, all-cause rehospitalization, and fall-related adverse events over the …

Association Of Glucose-6-Phosphate Dehydrogenase Deficiency With Outcomes In Us Veterans With Covid-19, Sarah H Elsea, Javad Razjouyan, Kyung Min Lee, Julie A Lynch, Sharyl Martini, Lavannya M Pandit

Faculty, Staff and Students Publications

IMPORTANCE: The underlying biological risk factors for severe outcome due to SAR-CoV-2 infection are not well defined.

OBJECTIVE: To determine the association between glucose-6-phosphate dehydrogenase (G6PD) deficiency and severity of COVID-19.

DESIGN, SETTING, AND PARTICIPANTS: This retrospective cohort study included analysis of 24 700 veterans with G6PD enzyme testing prior to January 1, 2020, obtained through the US Veterans Health Administration national databases. These veterans were cross-referenced with the Veterans Administration COVID-19 Shared Data Resource for SARS-CoV-2 testing from February 15, 2020, to January 1, 2021. The final study population consisted of 4811 veterans who tested positive for SARS-CoV-2. Statistical …

Trends In Disease Severity Among Critically Ill Children With Severe Acute Respiratory Syndrome Coronavirus 2: A Retrospective Multicenter Cohort Study In The United States, Catherine E Ross, Jeffrey P Burns, Anne V Grossestreuer, Pallav Bhattarai, Christine A Mckiernan, Jennifer D Franks, Sonja Lehmann, Jill L Sorcher, Matthew P Sharron, Kitman Wai, Haitham Al-Wahab, Konstantinos Boukas, Mark W Hall, George Ru, Anita I Sen, Hariprem R Rajasekhar, Lawrence C Kleinman, John K Mcguire, Amy S Arrington, Flor Munoz-Rivas, Christopher M Osborne, Lara S Shekerdemian

Faculty, Staff and Student Publications

OBJECTIVES: To describe trends in critical illness from severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) infection in children over the course of the COVID-19 pandemic. We hypothesized that PICU admission rates were higher in the Omicron period compared with the original outbreak but that fewer patients needed endotracheal intubation.

DESIGN: Retrospective cohort study.

SETTING: This study took place in nine U.S. PICUs over 3 weeks in January 2022 (Omicron period) compared with 3 weeks in March 2020 (original period).

PATIENTS: Patients less than or equal to 21 years old who screened positive for SARS-CoV-2 infection by polymerase chain reaction or …

Polygenic Risk Score Improves The Accuracy Of A Clinical Risk Score For Coronary Artery Disease, Austin King, Lang Wu, Hong-Wen Deng, Hui Shen, Chong Wu

Faculty, Staff and Student Publications

BACKGROUND: The value of polygenic risk scores (PRSs) towards improving guideline-recommended clinical risk models for coronary artery disease (CAD) prediction is controversial. Here we examine whether an integrated polygenic risk score improves the prediction of CAD beyond pooled cohort equations. METHODS: An observation study of 291,305 unrelated White British UK Biobank participants enrolled from 2006 to 2010 was conducted. A case-control sample of 9499 prevalent CAD cases and an equal number of randomly selected controls was used for tuning and integrating of the polygenic risk scores. A separate cohort of 272,307 individuals (with follow-up to 2020) was used to examine …

Covid-19 Pandemic And Infant Neurodevelopmental Impairment: A Systematic Review And Meta-Analysis, Kamran Hessami, Amir Hossein Norooznezhad, Sonia Monteiro, Enrico R Barrozo, Abolfazl Shirdel Abdolmaleki, Sara E Arian, Nikan Zargarzadeh, Lara S Shekerdemian, Kjersti M Aagaard, Alireza A Shamshirsaz

Faculty, Staff and Students Publications

IMPORTANCE: Primary studies proposed that aberrant maternal antiviral immunity and/or giving birth in quarantine, such as during the ongoing COVID-19 pandemic, may be associated with the risk of neurodevelopmental impairment (NDI) in offspring.

OBJECTIVES: To evaluate the associations of birth and being raised during the COVID-19 pandemic with risk of NDI among infants and to assess the association of gestational exposure to SARS-CoV-2 with risk of NDI.

DATA SOURCES: PubMed, Web of Science, Scopus, Embase, and preprint servers were systematically searched from inception to March 25, 2022.

STUDY SELECTION: Studies evaluating the neurodevelopment of infants born during the SARS-CoV-2 pandemic …

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 …

Heme Metabolism Genes Downregulated In Copd Cachexia, Ava C. Wilson, Preeti L. Kumar, Sool Lee, Margaret M. Parker, Itika Arora, Jarrett D. Morrow, Emiel F.M. Wouters, Richard Casaburi, Stephen I. Rennard, David A. Lomas, Alvar Agusti, Ruth Tal-Singer, Mark T. Dransfield, J. Michael Wells, Surya P. Bhatt, George Washko, Victor J. Thannickal, Hemant K. Tiwari, Craig P. Hersh, Peter J. Castaldi, Edwin K. Silverman, Merry-Lynn N. Mcdonald

Journal Articles: Pulmonary & Critical Care Med

INTRODUCTION: Cachexia contributes to increased mortality and reduced quality of life in Chronic Obstructive Pulmonary Disease (COPD) and may be associated with underlying gene expression changes. Our goal was to identify differential gene expression signatures associated with COPD cachexia in current and former smokers.

METHODS: We analyzed whole-blood gene expression data from participants with COPD in a discovery cohort (COPDGene, N = 400) and assessed replication (ECLIPSE, N = 114). To approximate the consensus definition using available criteria, cachexia was defined as weight-loss > 5% in the past 12 months or low body mass index (BMI) (<  20 kg/m

RESULTS: The prevalence of …

Imaging-Based Clusters In Former Smokers Of The Copd Cohort Associate With Clinical Characteristics: The Subpopulations And Intermediate Outcome Measures In Copd Study (Spiromics), Babak Haghighi, Sanghun Choi, Jiwoong Choi, Eric A. Hoffman, Alejandro P. Comellas, John D. Newell, Chang Hyun Lee, R. Graham Barr, Eugene Bleecker, Christopher B. Cooper, David Couper, Mei Lan Han, Nadia N. Hansel, Richard E. Kanner, Ella A. Kazerooni, Eric A.C. Kleerup, Fernando J. Martinez, Wanda O'Neal, Robert Paine, Stephen I. Rennard, Benjamin M. Smith, Prescott G. Woodruff, Ching-Long Lin

Journal Articles: Pulmonary & Critical Care Med

BACKGROUND: Quantitative computed tomographic (QCT) imaging-based metrics enable to quantify smoking induced disease alterations and to identify imaging-based clusters for current smokers. We aimed to derive clinically meaningful sub-groups of former smokers using dimensional reduction and clustering methods to develop a new way of COPD phenotyping.

METHODS: An imaging-based cluster analysis was performed for 406 former smokers with a comprehensive set of imaging metrics including 75 imaging-based metrics. They consisted of structural and functional variables at 10 segmental and 5 lobar locations. The structural variables included lung shape, branching angle, airway-circularity, airway-wall-thickness, airway diameter; the functional variables included regional ventilation, …

The Impact Of Pulmonary Hypertension In Preterm Infants With Severe Bronchopulmonary Dysplasia Through 1 Year., Joanne M. Lagatta, Erik B. Hysinger, Isabella Zaniletti, Erica M. Wymore, Shilpa Vyas-Read, Sushmita Yallapragada, Leif D. Nelin, William E. Truog, Michael A. Padula, Nicolas F M Porta, Rashmin C. Savani, Karin P. Potoka, Steven M. Kawut, Robert Digeronimo, Girija Natarajan, Huayan Zhang, Theresa R. Grover, William A. Engle, Karna Murthy, Children's Hospital Neonatal Consortium Severe Bpd Focus Group

Manuscripts, Articles, Book Chapters and Other Papers

OBJECTIVES: To assess the effect of pulmonary hypertension on neonatal intensive care unit mortality and hospital readmission through 1 year of corrected age in a large multicenter cohort of infants with severe bronchopulmonary dysplasia.

STUDY DESIGN: This was a multicenter, retrospective cohort study of 1677 infants bornChildren's Hospital Neonatal Consortium with records linked to the Pediatric Health Information System.

RESULTS: Pulmonary hypertension occurred in 370 out of 1677 (22%) infants. During the neonatal admission, pulmonary hypertension was associated with mortality (OR 3.15, 95% CI 2.10-4.73, P < .001), ventilator support at 36 weeks of postmenstrual age (60% vs 40%, P < .001), duration of ventilation (72 IQR 30-124 vs 41 IQR 17-74 days, P < .001), and higher respiratory severity score (3.6 IQR 0.4-7.0 vs 0.8 IQR 0.3-3.3, P < .001). At discharge, pulmonary hypertension was associated with tracheostomy (27% vs 9%, P < .001), supplemental oxygen use (84% vs 61%, P < .001), and tube feeds (80% vs 46%, P < .001). Through 1 year of corrected age, pulmonary hypertension was associated with increased frequency of readmission (incidence rate ratio [IRR] = 1.38, 95% CI 1.18-1.63, P < .001).

CONCLUSIONS: Infants with severe bronchopulmonary dysplasia-associated pulmonary hypertension have increased morbidity and mortality through …

Opioid-Related Critical Care Resource Use In Us Children's Hospitals., Jason M. Kane, Jeffrey D. Colvin, Allison H. Bartlett, Matt Hall

Manuscripts, Articles, Book Chapters and Other Papers

BACKGROUND AND OBJECTIVES: There has been a rapid increase in the rate of pediatric opioid-related hospitalizations. It is unknown how this increase has impacted the use of pediatric critical care. Our objective in this study was to assess the trends in pediatric hospitalization for opioid ingestions in a cohort of US children's hospitals and, specifically, to evaluate the impact on pediatric critical care resource use.

METHODS: A retrospective cohort study of the Pediatric Health Information System was performed to identify hospitalizations for opioid ingestions from 2004 to 2015. Admission to the PICU and the use of naloxone, vasopressors, and ventilation …

Imaging-Based Clusters In Current Smokers Of The Copd Cohort Associate With Clinical Characteristics: The Subpopulations And Intermediate Outcome Measures In Copd Study (Spiromics), Babak Haghighi, Sanghun Choi, Jiwoong Choi, Eric A. Hoffman, Alejandro P. Comellas, John D. Newell, R. Graham Barr, Eugene Bleecker, Christopher B. Cooper, David Couper, Mei Lan Han, Nadia N. Hansel, Richard E. Kanner, Ella A. Kazerooni, Eric A.C. Kleerup, Fernando J. Martinez, Wanda O'Neal, Stephen I. Rennard, Prescott G. Woodruff, Ching-Long Lin

Journal Articles: Pulmonary & Critical Care Med

BACKGROUND: Classification of COPD is usually based on the severity of airflow, which may not sensitively differentiate subpopulations. Using a multiscale imaging-based cluster analysis (MICA), we aim to identify subpopulations for current smokers with COPD.

METHODS: Among the SPIROMICS subjects, we analyzed computed tomography images at total lung capacity (TLC) and residual volume (RV) of 284 current smokers. Functional variables were derived from registration of TLC and RV images, e.g. functional small airways disease (fSAD%). Structural variables were assessed at TLC images, e.g. emphysema and airway wall thickness and diameter. We employed an unsupervised method for clustering.

RESULTS: Four clusters …

Centrilobular Emphysema And Coronary Artery Calcification: Mediation Analysis In The Spiromics Cohort, Surya P. Bhatt, Hrudaya P. Nath, Young-Il Kim, Rekha Ramachandran, Jubal R. Watts, Nina L.J. Terry, Sushil Sonavane, Swati P. Deshmane, Prescott G. Woodruff, Elizabeth C. Oelsner, Sandeep Bodduluri, Meilan K. Han, Wassim W. Labaki, J. Michael Wells, Fernando J. Martinez, R. Graham Barr, Mark T. Dransfield, Spiromics Investigators

Journal Articles: Pulmonary & Critical Care Med

BACKGROUND: Chronic obstructive pulmonary disease (COPD) is associated with a two-to-five fold increase in the risk of coronary artery disease independent of shared risk factors. This association is hypothesized to be mediated by systemic inflammation but this link has not been established.

METHODS: We included 300 participants enrolled in the SPIROMICS cohort, 75 each of lifetime non-smokers, smokers without airflow obstruction, mild-moderate COPD, and severe-very severe COPD. We quantified emphysema and airway disease on computed tomography, characterized visual emphysema subtypes (centrilobular and paraseptal) and airway disease, and used the Weston visual score to quantify coronary artery calcification (CAC). We used …

A Two-Biomarker Model Predicts Mortality In The Critically Ill With Sepsis., Carmen Mikacenic, Brenda L Price, Susanna Harju-Baker, D Shane O'Mahony, Cassianne Robinson-Cohen, Frank Radella, William O Hahn, Ronit Katz, David C Christiani, Jonathan Himmelfarb, W Conrad Liles, Mark M Wurfel

Articles, Abstracts, and Reports

RATIONALE: Improving the prospective identification of patients with systemic inflammatory response syndrome (SIRS) and sepsis at low risk for organ dysfunction and death is a major clinical challenge.

OBJECTIVES: To develop and validate a multibiomarker-based prediction model for 28-day mortality in critically ill patients with SIRS and sepsis.

METHODS: A derivation cohort (n = 888) and internal test cohort (n = 278) were taken from a prospective study of critically ill intensive care unit (ICU) patients meeting two of four SIRS criteria at an academic medical center for whom plasma was obtained within 24 hours. The validation cohort (n = …

The Association Of Plasma Biomarkers With Computed Tomography-Assessed Emphysema Phenotypes, Brendan J. Carolan, Grant Hughes, Jarrett Morrow, Craig P. Hersh, Wanda K. O'Neal, Stephen I. Rennard, Sreekumar G. Pillai, Paula Belloni, Debra A. Cockayne, Alejandro P. Comellas, Meilan Han, Rachel L. Zemans, Katerina Kechris, Russell P. Bowler

Journal Articles: Pulmonary & Critical Care Med

RATIONALE: Chronic obstructive pulmonary disease (COPD) is a phenotypically heterogeneous disease. In COPD, the presence of emphysema is associated with increased mortality and risk of lung cancer. High resolution computed tomography (HRCT) scans are useful in quantifying emphysema but are associated with radiation exposure and high incidence of false positive findings (i.e., nodules). Using a comprehensive biomarker panel, we sought to determine if there was a peripheral blood biomarker signature of emphysema.

METHODS: 114 plasma biomarkers were measured using a custom assay in 588 individuals enrolled in the COPDGene study. Quantitative emphysema measurements included percent low lung attenuation (%LAA) ≤ …

Clinical And Computed Tomographic Predictors Of Chronic Bronchitis In Copd: A Cross Sectional Analysis Of The Copdgene Study, Victor Kim, Adam Davey, Alejandro P. Comellas, Meilan K. Han, George Washko, Carlos H. Martinez, David Lynch, Jin Hwa Lee, Edwin K. Silverman, James D. Crapo, Barry J. Make, Gerard J. Criner, The Copdgene® Investigators

Journal Articles: Pulmonary & Critical Care Med

BACKGROUND: Chronic bronchitis (CB) has been related to poor outcomes in Chronic Obstructive Pulmonary Disease (COPD). From a clinical standpoint, we have shown that subjects with CB in a group with moderate to severe airflow obstruction were younger, more likely to be current smokers, male, Caucasian, had worse health related quality of life, more dyspnea, and increased exacerbation history compared to those without CB. We sought to further refine our clinical characterization of chronic bronchitics in a larger cohort and analyze the CT correlates of CB in COPD subjects. We hypothesized that COPD patients with CB would have thicker airways …