Evidence map›Paper›PMID 32669843›Full record

ArticleInternational journal of chronic obstructive pulmonary disease2020

A Sputum 6 Gene Expression Signature Predicts Inflammatory Phenotypes and Future Exacerbations of COPD.

Katherine J Baines, Netsanet A Negewo, Peter G Gibson, Juan-Juan Fu, Jodie L Simpson, Peter A B Wark, Michael Fricker, Vanessa M McDonald

Open access · goldAbstract read
In one paragraph

Article in International journal of chronic obstructive pulmonary disease, 2020. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 8 papers.

0numbers the graph read from it
0cells of the map it votes in
8citing papers in PubMed
1.1field-weighted citation impact, top 18% 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

8 citing papers in PubMed, 13 citations in OpenAlex.

  1. Article
  2. Article
  3. Article
  4. Article
  5. Review
  6. How inhaled corticosteroids target inflammation in COPD.European respiratory review : an official journal of the European Respiratory Society · 2023
    Review
  7. Article
  8. Sputum Gene Expression Reveals Dysregulation of Mast Cells and Basophils in Eosinophilic COPD.International journal of chronic obstructive pulmonary disease · 2021
    Article
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

8 authors at 3 institutions in 2 countries.

Katherine J BainesPriority Research Centre for Healthy Lungs, Hunter Medical Research Institute, The University of Newcastle, Callaghan, NSW, Australia.ORCID 0000-0002-4240-6581
Netsanet A NegewoPriority Research Centre for Healthy Lungs, Hunter Medical Research Institute, The University of Newcastle, Callaghan, NSW, Australia.
Peter G GibsonPriority Research Centre for Healthy Lungs, Hunter Medical Research Institute, The University of Newcastle, Callaghan, NSW, Australia.
Juan-Juan FuRespiratory Group, Department of Integrated Traditional Chinese and Western Medicine, West China Hospital, Sichuan University, Chengdu, Sichuan Province, People's Republic of China.ORCID 0000-0002-7957-1409
Jodie L SimpsonPriority Research Centre for Healthy Lungs, Hunter Medical Research Institute, The University of Newcastle, Callaghan, NSW, Australia.ORCID 0000-0002-3626-680X
Peter A B WarkPriority Research Centre for Healthy Lungs, Hunter Medical Research Institute, The University of Newcastle, Callaghan, NSW, Australia.ORCID 0000-0001-5676-6126
Michael FrickerPriority Research Centre for Healthy Lungs, Hunter Medical Research Institute, The University of Newcastle, Callaghan, NSW, Australia.ORCID 0000-0002-8587-1774
Vanessa M McDonaldPriority Research Centre for Healthy Lungs, Hunter Medical Research Institute, The University of Newcastle, Callaghan, NSW, Australia.ORCID 0000-0001-9890-3408
Hunter Medical Research Institute · AUJohn Hunter Hospital · AUSichuan University · CN

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: The 6 gene expression signature (6GS) predicts inflammatory phenotype, exacerbation risk, and corticosteroid responsiveness in asthma. In COPD, patterns of airway inflammation are similar, suggesting the 6GS may be useful. This study determines the diagnostic and prognostic ability of 6GS in predicting inflammatory phenotypes and exacerbation risk in COPD. Methods: We performed 2 studies: a cross-sectional phenotype prediction study in stable COPD (total N=132; n=34 eosinophilic (E)-COPD, n=42 neutrophilic (N)-COPD, n=39 paucigranulocytic (PG)-COPD, n=17 mixed-granulocytic (MG)-COPD) that assessed 6GS ability to discriminate phenotypes (eosinophilia≥3%; neutrophilia≥61%); and a prospective cohort study (total n=54, n=8 E-COPD; n=18 N-COPD; n=20 PG-COPD; n=8 MG-COPD, n=21 exacerbation prone (≥2/year)) that investigated phenotype and exacerbation prediction utility. 6GS was measured by qPCR and evaluated using multiple logistic regression and area under the curve (AUC). Short-term reproducibility (intra-class correlation) and phenotyping method agreement (κ statistic) were assessed. Results: In the phenotype prediction study, 6GS could accurately identify and discriminate patients with E-COPD from N-COPD (AUC=96.4%; p<0.0001), PG-COPD (AUC=88.2%; p<0.0001) or MG-COPD (AUC=86.2%; p=0.0001), as well as N-COPD from PG-COPD (AUC=83.6%; p<0.0001) or MG-COPD (AUC=87.4%; p<0.0001) and was reproducible. In the prospective cohort study, 6GS had substantial agreement for neutrophilic inflammation (82%, κ=0.63, p<0.001) and moderate agreement for eosinophilic inflammation (78%, κ=0.42, p<0.001). 6GS could significantly discriminate exacerbation prone patients (AUC=77.2%; p=0.034). Higher Conclusion: 6GS can significantly and reproducibly discriminate COPD inflammatory phenotypes and predict exacerbation prone patients and may become a useful molecular diagnostic tool assisting COPD management.

Indexed as

Pulmonary Disease, Chronic ObstructiveSputumCross-Sectional StudiesEosinophilsHumansPhenotypeProspective StudiesReproducibility of ResultsROC CurveTranscriptomeairway markersCOPDeosinophilinflammationmolecular biology

Identifiers

PMID32669843
PMCPMC7337431
OpenAlexW3039306290

What OpenQuestion holds

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LicenceCC BY-NC
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.