Evidence map›Paper›PMID 22916155›Full record

ArticlePloS one2012

Sputum biomarkers and the prediction of clinical outcomes in patients with cystic fibrosis.

Theodore G Liou, Frederick R Adler, Ruth H Keogh, Yanping Li, Judy L Jensen, William Walsh, Kristyn Packer, Teresa Clark, Holly Carveth, Jun Chen and 7 more

Open access · goldAbstract readValidation Study
In one paragraph

Article in PloS one, 2012. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 45 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
45citing papers in PubMed, 1 pooled it
4.2field-weighted citation impact, top 6% 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.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

45 citing papers in PubMed, 1 synthesis or guideline pooled it, 68 citations in OpenAlex.

  1. Pooled it
  2. Trial
  3. Observational
  4. Observational
  5. Patent Foramen Ovale and Oxygenation in Patients with Cystic Fibrosis.Respiration; international review of thoracic diseases · 2025
    Article
  6. Article
  7. Article
  8. Article
  9. Mechanisms by which the cystic fibrosis transmembrane conductance regulator may influence SARS-CoV-2 infection and COVID-19 disease severity.FASEB journal : official publication of the Federation of American Societies for Experimental Biology · 2023
    Article
  10. Airway Inflammation in Children with Primary Ciliary Dyskinesia.Annals of the American Thoracic Society · 2023
    Observational
  11. Review
  12. Review
  13. Article
  14. Article
  15. Article
  16. Review
  17. Article
  18. Evaluation of airway and circulating inflammatory biomarkers for cystic fibrosis drug development.Journal of cystic fibrosis : official journal of the European Cystic Fibrosis Society · 2021
    Article
  19. Article
  20. Targeting Proteases in Cystic Fibrosis Lung Disease. Paradigms, Progress, and Potential.American journal of respiratory and critical care medicine · 2020
    Review
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

17 authors at 3 institutions in 2 countries.

Theodore G LiouDepartment of Medicine, School of Medicine, University of Utah, Salt Lake City, Utah, USA. ted.liou@utah.edu
Frederick R Adler
Ruth H Keogh
Yanping Li
Judy L Jensen
William Walsh
Kristyn Packer
Teresa Clark
Holly Carveth
Jun Chen
Shaunessy L Rogers
Christen Lane
James Moore
Anne Sturrock
Robert Paine
David R Cox
John R Hoidal
University of Utah · USIntermountain Healthcare · USLondon School of Hygiene & Tropical Medicine · GB

Funding

Polymicrobial disease and inflammation in cystic fibrosisR21HL084341 · NHLBI · UNIVERSITY OF UTAH · PI LIOU, THEODORE GEH-LU · 2007 to 2008
$411k
NON-CONTACT BASED INTERCELLULAR COMMUNICATION ON NEUTROPK08HL003656 · NHLBI · UNIVERSITY OF UTAH · PI LIOU, THEODORE G · 1997 to 2001
$248k
NHLBI NIH HHS HL03656NHLBI NIH HHS HL084341NHLBI NIH HHS R21 HL084341
6 · The paper itself

Abstract

Lung function, acute pulmonary exacerbations (APE), and weight are the best clinical predictors of survival in cystic fibrosis (CF); however, underlying mechanisms are incompletely understood. Biomarkers of current disease state predictive of future outcomes might identify mechanisms and provide treatment targets, trial endpoints and objective clinical monitoring tools. Such CF-specific biomarkers have previously been elusive. Using observational and validation cohorts comprising 97 non-transplanted consecutively-recruited adult CF patients at the Intermountain Adult CF Center, University of Utah, we identified biomarkers informative of current disease and predictive of future clinical outcomes. Patients represented the majority of sputum producers. They were recruited March 2004-April 2007 and followed through May 2011. Sputum biomarker concentrations were measured and clinical outcomes meticulously recorded for a median 5.9 (interquartile range 5.0 to 6.6) years to study associations between biomarkers and future APE and time-to-lung transplantation or death. After multivariate modeling, only high mobility group box-1 protein (HMGB-1, mean=5.84 [log ng/ml], standard deviation [SD] =1.75) predicted time-to-first APE (hazard ratio [HR] per log-unit HMGB-1=1.56, p-value=0.005), number of future APE within 5 years (0.338 APE per log-unit HMGB-1, p<0.001 by quasi-Poisson regression) and time-to-lung transplantation or death (HR=1.59, p=0.02). At APE onset, sputum granulocyte macrophage colony stimulating factor (GM-CSF, mean 4.8 [log pg/ml], SD=1.26) was significantly associated with APE-associated declines in lung function (-10.8 FEV(1)% points per log-unit GM-CSF, p<0.001 by linear regression). Evaluation of validation cohorts produced similar results that passed tests of mutual consistency. In CF sputum, high HMGB-1 predicts incidence and recurrence of APE and survival, plausibly because it mediates long-term airway inflammation. High APE-associated GM-CSF identifies patients with large acute declines in FEV(1)%, possibly providing a laboratory-based objective decision-support tool for determination of an APE diagnosis. These biomarkers are potential CF reporting tools and treatment targets for slowing long-term progression and reducing short-term severity.

Indexed as

AdultBiomarkersCohort StudiesCystic FibrosisGranulocyte-Macrophage Colony-Stimulating FactorHMGB1 ProteinHumansLung TransplantationPrognosisSputumTreatment OutcomeBiomarkersGranulocyte-Macrophage Colony-Stimulating FactorHMGB1 Protein

Identifiers

PMID22916155
PMCPMC3416785
OpenAlexW2068955142

What OpenQuestion holds

Textmetadata
LicenceCC BY
Read underepoch 390

Registered trials

None linked

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.