Evidence map›Paper›PMID 34801592›Full record

ArticleChest2022

Identification of Sputum Biomarkers Predictive of Pulmonary Exacerbations in COPD.

Charles R Esther, Wanda K O'Neal, Wayne H Anderson, Mehmet Kesimer, Agathe Ceppe, Claire M Doerschuk, Neil E Alexis, Annette T Hastie, R Graham Barr, Russell P Bowler and 13 more

Registry-linked trialOpen access · greenAbstract readMulticenter Study
In one paragraph

Article in Chest, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT01969344 (Subpopulations and Intermediate Outcome Measures in COPD Study), which is not on this map. Cited by 32 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
32citing papers in PubMed, 1 pooled it
4.4field-weighted citation impact, top 4% of its field
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

NCT01969344 active not recruitingnot on this map

Subpopulations and Intermediate Outcome Measures in COPD Study

TypeobservationalSponsorUniversity of North Carolina, Chapel HillRan2010 to 2031Enrolled2,981ConditionsCOPD, Chronic Obstructive Pulmonary Disease, Chronic Bronchitis, Emphysema
3 · Its place in the literature

Who cites it

32 citing papers in PubMed, 1 synthesis or guideline pooled it, 40 citations in OpenAlex.

  1. Pooled it
  2. Review
  3. Article
  4. Identification ofInternational journal of chronic obstructive pulmonary disease · 2026
    Article
  5. Multi-omics to study chronic respiratory diseases and viral infections.European respiratory review : an official journal of the European Respiratory Society · 2026
    Review
  6. Article
  7. Review
  8. Article
  9. Mechanisms and markers of lung ageing in health and disease.European respiratory review : an official journal of the European Respiratory Society · 2025
    Review
  10. Article
  11. Article
  12. Design of the SPIROMICS Study of Early COPD Progression: SOURCE Study.Chronic obstructive pulmonary diseases (Miami, Fla.) · 2024
    Article
  13. Article
  14. Review
  15. Article
  16. Review
  17. Review
  18. Integrating Artificial Intelligence in the Diagnosis of COPD Globally: A Way Forward.Chronic obstructive pulmonary diseases (Miami, Fla.) · 2024
    Article
  19. Article
  20. Effect of elexacaftor/tezacaftor/ivacaftor on mucus and mucociliary clearance in cystic fibrosis.Journal of cystic fibrosis : official journal of the European Cystic Fibrosis Society · 2024
    Observational
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

23 authors at 13 institutions in 1 country.

Charles R EstherMarsico Lung Institute, University of North Carolina at Chapel Hill, Chapel Hill, NC. Electronic address: charles_esther@med.unc.edu.
Wanda K O'NealMarsico Lung Institute, University of North Carolina at Chapel Hill, Chapel Hill, NC.
Wayne H AndersonMarsico Lung Institute, University of North Carolina at Chapel Hill, Chapel Hill, NC.
Mehmet KesimerMarsico Lung Institute, University of North Carolina at Chapel Hill, Chapel Hill, NC.
Agathe CeppeMarsico Lung Institute, University of North Carolina at Chapel Hill, Chapel Hill, NC.
Claire M DoerschukMarsico Lung Institute, University of North Carolina at Chapel Hill, Chapel Hill, NC.
Neil E AlexisMarsico Lung Institute, University of North Carolina at Chapel Hill, Chapel Hill, NC.
Annette T HastieDepartment of Internal Medicine, School of Medicine, Wake Forest University, Winston-Salem, NC.
R Graham BarrDepartment of Medicine, College of Physicians and Surgeons, Columbia University, New York, NY.
Russell P BowlerDepartment of Medicine, National Jewish Health, Denver, CO.
J Michael WellsLung Health Center, Division of Pulmonary Allergy and Critical Care, University of Alabama at Birmingham, Birmingham, AL.
Elizabeth C OelsnerDepartment of Medicine, College of Physicians and Surgeons, Columbia University, New York, NY.
Alejandro P ComellasDivision of Pulmonary, Critical Care and Occupational Medicine, University of Iowa, Iowa City, IA.
Yohannes TesfaigziPulmonary and Critical Care Medicine, Brigham and Women's Hospital, Harvard Medical School, Boston, MA.
Victor KimPulmonary and Critical Care Medicine, Lewis Katz School of Medicine at Temple University, Philadelphia, PA.
Laura M PaulinDepartment of Medicine and Epidemiology, Dartmouth-Hitchcock Medical Center, Geisel School of Medicine, Hanover, NH.
Christopher B CooperDepartment of Medicine and Physiology, David Geffen School of Medicine, University of California, Los Angeles, Los Angeles, CA.
MeiLan K HanDivision of Pulmonary and Critical Care Medicine, University of Michigan Ann Arbor, Ann Arbor, MI.
Yvonne J HuangDivision of Pulmonary and Critical Care Medicine, University of Michigan Ann Arbor, Ann Arbor, MI.
Wassim W LabakiDivision of Pulmonary and Critical Care Medicine, University of Michigan Ann Arbor, Ann Arbor, MI.
Jeffrey L CurtisDivision of Pulmonary and Critical Care Medicine, University of Michigan Ann Arbor, Ann Arbor, MI; Medicine Service, VA Ann Arbor Healthcare System, Ann Arbor, MI.
Richard C BoucherMarsico Lung Institute, University of North Carolina at Chapel Hill, Chapel Hill, NC.
Subpopulations and Intermediate Outcome Measures in COPD Study
University of North Carolina at Chapel Hill · USLung Institute · USMichigan Medicine · USColumbia University · USDartmouth–Hitchcock Medical Center · USUniversity of Alabama at Birmingham · USUniversity of California, Los Angeles · USUniversity of Colorado Denver · USUniversity of Iowa · USVA Ann Arbor Healthcare System · USWake Forest University · USBrigham and Women's Hospital · USTemple University · US

Funding

UNC-CH CENTER FOR ENVIRONMENTAL HEALTH &SUSCEPTIBILITYP30ES010126 · NIEHS · UNIV OF NORTH CAROLINA CHAPEL HILL · PI Stephanie Engel · 2001 to 2026
$36.3M
SPIROMICS II: Biological underpinnings of COPD heterogeneity and progressionU01HL137880 · NHLBI · UNIVERSITY OF CALIFORNIA, SAN FRANCISCO · PI WOODRUFF, PRESCOTT G · 2017 to 2021
$27.9M
Vector CoreP30DK065988 · NIDDK · UNIV OF NORTH CAROLINA CHAPEL HILL · PI Martina Gentzsch · 2004 to 2026
$26.5M
The Biophysics of Mucus Hydration and Adhesion/CohesionP01HL108808 · NHLBI · UNIV OF NORTH CAROLINA CHAPEL HILL · PI RUBINSTEIN, MICHAEL · 2012 to 2021
$23.9M
Purinergic Control of CFTR-ENaC Interactions in Alveolar EpitheliaP01HL110873 · NHLBI · UNIV OF NORTH CAROLINA CHAPEL HILL · PI BOUCHER, RICHARD CHARLES · 2012 to 2016
$10.7M
SPIROMICS GIC SupportU24HL141762 · NHLBI · UNIV OF NORTH CAROLINA CHAPEL HILL · PI COUPER, DAVID J, O'NEAL, WANDA K · 2018 to 2022
$7.2M
Synthesis of Effective and Safe Mucolytics for Pulmonary DiseaseUH3HL123645 · NHLBI · UNIV OF NORTH CAROLINA CHAPEL HILL · PI BOUCHER, RICHARD CHARLES · 2016 to 2018
$4.6M
Sputum Microbial Markers of Type 2-Low AsthmaR01AI129958 · NIAID · UNIVERSITY OF MICHIGAN AT ANN ARBOR · PI HUANG, YVONNE JEAN · 2017 to 2021
$3.6M
Multiscale Biochemical/Biophysical Integration of Pulmonary Mucus TransportR01HL136961 · NHLBI · UNIV OF NORTH CAROLINA CHAPEL HILL · PI BOUCHER, RICHARD CHARLES · 2017 to 2020
$3.2M
Matrikines and COPD-PHR01HL148215 · NHLBI · UNIVERSITY OF ALABAMA AT BIRMINGHAM · PI WELLS, JAMES MICHAEL · 2019 to 2023
$2.4M
Mucus Adhesion to Epithelial Cells and its Mobilization in COPD and CFP50HL107168 · NHLBI · UNIV OF NORTH CAROLINA CHAPEL HILL · PI BOUCHER, RICHARD CHARLES, DOERSCHUK, CLAIRE M · 2011 to 2012
$885k
NHLBI NIH HHS HHSN268200900013CNHLBI NIH HHS HHSN268200900014CNHLBI NIH HHS HHSN268200900015CNHLBI NIH HHS HHSN268200900016CNHLBI NIH HHS HHSN268200900017CNHLBI NIH HHS HHSN268200900018CNHLBI NIH HHS HHSN268200900019CNHLBI NIH HHS HHSN268200900020CNHLBI NIH HHS P01 HL108808NHLBI NIH HHS P01 HL110873NHLBI NIH HHS P50 HL107168NHLBI NIH HHS R01 HL136961NHLBI NIH HHS R01 HL148215NHLBI NIH HHS U01 HL137880NHLBI NIH HHS U24 HL141762NHLBI NIH HHS UH3 HL123645NIAID NIH HHS R01 AI129958NIDDK NIH HHS P30 DK065988NIEHS NIH HHS P30 ES010126
6 · The paper itself

Abstract

backgroundImproved understanding of the pathways associated with airway pathophysiologic features in COPD will identify new predictive biomarkers and novel therapeutic targets. RESEARCH QUESTION: Which physiologic pathways are altered in the airways of patients with COPD and will predict exacerbations? STUDY DESIGN AND

methodsWe applied a mass spectrometric panel of metabolomic biomarkers related to mucus hydration and inflammation to sputa from the multicenter Subpopulations and Intermediate Outcome Measures in COPD Study. Biomarkers elevated in sputa from patients with COPD were evaluated for relationships to measures of COPD disease severity and their ability to predict future exacerbations.

resultsSputum supernatants from 980 patients were analyzed: 77 healthy nonsmokers, 341 smokers with preserved spirometry, and 562 patients with COPD (178 with Global Initiative on Chronic Obstructive Lung Disease [GOLD] stage 1 disease, 303 with GOLD stage 2 disease, and 81 with GOLD stage 3 disease) were analyzed. Biomarkers from multiple pathways were elevated in COPD and correlated with sputum neutrophil counts. Among the most significant analytes (false discovery rate, 0.1) were sialic acid, hypoxanthine, xanthine, methylthioadenosine, adenine, and glutathione. Sialic acid and hypoxanthine were associated strongly with measures of disease severity, and elevation of these biomarkers was associated with shorter time to exacerbation and improved prediction models of future exacerbations.

interpretationBiomarker evaluation implicated pathways involved in mucus hydration, adenosine metabolism, methionine salvage, and oxidative stress in COPD airway pathophysiologic characteristics. Therapies that target these pathways may be of benefit in COPD, and a simple model adding sputum-soluble phase biomarkers improves prediction of pulmonary exacerbations. TRIAL REGISTRY: ClinicalTrials.gov; No.: NCT01969344; URL: www. CLINICALTRIALS: gov.

Indexed as

Pulmonary Disease, Chronic ObstructiveSputumBiomarkersHumansHypoxanthinesN-Acetylneuraminic AcidBiomarkersHypoxanthinesN-Acetylneuraminic Acidadenosineglutathioneinflammationmetabolomicsmethionine salvagemucus

Identifiers

PMID34801592
PMCPMC9131049
OpenAlexW3214124508

What OpenQuestion holds

Textmetadata
Read underepoch 390

Registered trials

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.