Evidence map›Paper›PMID 30621695›Full record

ArticleRespiratory research2019

Do sputum or circulating blood samples reflect the pulmonary transcriptomic differences of COPD patients? A multi-tissue transcriptomic network META-analysis.

Rosa Faner, Jarrett D Morrow, Sandra Casas-Recasens, Suzanne M Cloonan, Guillaume Noell, Alejandra López-Giraldo, Ruth Tal-Singer, Bruce E Miller, Edwin K Silverman, Alvar Agustí and 1 more

Abstract readNetwork Meta-Analysis
In one paragraph

Article in Respiratory research, 2019. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 9 papers.

0numbers the graph read from it
0cells of the map it votes in
9citing papers in PubMed
–field-weighted citation impact
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

9 citing papers in PubMed.

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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

11 authors.

Rosa FanerCentro de Investigación Biomédica en Red de Enfermedades Respiratorias (CIBERES), C/Casanova 143, Cellex, P2A, 08036, Barcelona, Spain. rfaner@clinic.cat.ORCID http://orcid.org/0000-0002-8159-0115
Jarrett D MorrowChanning Division of Network Medicine, Brigham and Women's Hospital, Boston, MA, USA.
Sandra Casas-RecasensCentro de Investigación Biomédica en Red de Enfermedades Respiratorias (CIBERES), C/Casanova 143, Cellex, P2A, 08036, Barcelona, Spain.
Suzanne M CloonanDivision of Pulmonary and Critical Care Medicine, Joan and Sanford I. Weill Department of Medicine, Weill Cornell Medical College, New York, NY, USA.
Guillaume NoellCentro de Investigación Biomédica en Red de Enfermedades Respiratorias (CIBERES), C/Casanova 143, Cellex, P2A, 08036, Barcelona, Spain.
Alejandra López-GiraldoCentro de Investigación Biomédica en Red de Enfermedades Respiratorias (CIBERES), C/Casanova 143, Cellex, P2A, 08036, Barcelona, Spain.
Ruth Tal-SingerRespiratory Therapy Area Unit GSK R and D, Collegeville, PA, USA.
Bruce E MillerRespiratory Therapy Area Unit GSK R and D, Collegeville, PA, USA.
Edwin K SilvermanChanning Division of Network Medicine, Brigham and Women's Hospital, Boston, MA, USA.
Alvar AgustíCentro de Investigación Biomédica en Red de Enfermedades Respiratorias (CIBERES), C/Casanova 143, Cellex, P2A, 08036, Barcelona, Spain.
Craig P HershChanning Division of Network Medicine, Brigham and Women's Hospital, Boston, MA, USA.

Funding

Systems Biology of Airway DiseaseP01HL132825 · NHLBI · BRIGHAM AND WOMEN'S HOSPITAL · PI WEISS, SCOTT T · 2016 to 2020
$12.6M
Systems Biology, Bioinformatics, and BiostatisticsP01HL105339 · NHLBI · BRIGHAM AND WOMEN'S HOSPITAL · PI SILVERMAN, EDWIN K · 2011 to 2015
$12.2M
SYSTEMS GENOMICS OF THE ASTHMA-COPD OVERLAP SYNDROMER01HL130512 · NHLBI · BRIGHAM AND WOMEN'S HOSPITAL · PI HERSH, CRAIG P · 2016 to 2019
$3.5M
INTEGRATIVE GENOMICS OF CLINICAL SUBTYPES IN COPDGENER01HL125583 · NHLBI · BRIGHAM AND WOMEN'S HOSPITAL · PI HERSH, CRAIG P · 2015 to 2018
$3.5M
Mitochondrial Iron metabolism in Chronic Obstructive Pulmonary DiseaseK99HL125899 · NHLBI · WEILL MEDICAL COLL OF CORNELL UNIV · PI CLOONAN, SUZANNE M · 2015 to 2016
$285k
NHLBI NIH HHS K99 HL125899NHLBI NIH HHS P01 HL105339NHLBI NIH HHS P01 HL105339, R01 HL125583, R01 HL130512 and K99HL125899NHLBI NIH HHS P01 HL132825NHLBI NIH HHS R01 HL125583NHLBI NIH HHS R01 HL130512
6 · The paper itself

Abstract

backgroundPrevious studies have identified lung, sputum or blood transcriptomic biomarkers associated with the severity of airflow limitation in COPD. Yet, it is not clear whether the lung pathobiology is mirrored by these surrogate tissues. The aim of this study was to explore this question.

methodsWe used Weighted Gene Co-expression Network Analysis (WGCNA) to identify shared pathological mechanisms across four COPD gene-expression datasets: two sets of lung tissues (L1 n = 70; L2 n = 124), and one each of induced sputum (S; n = 121) and peripheral blood (B; n = 121).

resultsWGCNA analysis identified twenty-one gene co-expression modules in L1. A robust module preservation between the two L datasets was observed (86%), with less preservation in S (33%) and even less in B (23%). Three modules preserved across lung tissues and sputum (not blood) were associated with the severity of airflow limitation. Ontology enrichment analysis showed that these modules included genes related to mitochondrial function, ion-homeostasis, T cells and RNA processing. These findings were largely reproduced using the consensus WGCNA network approach.

conclusionsThese observations indicate that major differences in lung tissue transcriptomics in patients with COPD are poorly mirrored in sputum and are unrelated to those determined in blood, suggesting that the systemic component in COPD is independently regulated. Finally, the fact that one of the preserved modules associated with FEV1 was enriched in mitochondria-related genes supports a role for mitochondrial dysfunction in the pathobiology of COPD.

Indexed as

AgedCohort StudiesDatabases, GeneticFemaleForced Expiratory VolumeGene Regulatory NetworksHumansMaleMiddle AgedPulmonary Disease, Chronic ObstructiveSputumTranscriptomeChronic bronchitisCo-expression network analysisEmphysemamRNA

Identifiers

PMID30621695
PMCPMC6325784

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Registered trials

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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.