Evidence map›Paper›PMID 30940135›Full record

ArticleRespiratory research2019

RNA-sequencing across three matched tissues reveals shared and tissue-specific gene expression and pathway signatures of COPD.

Jarrett D Morrow, Robert P Chase, Margaret M Parker, Kimberly Glass, Minseok Seo, Miguel Divo, Caroline A Owen, Peter Castaldi, Dawn L DeMeo, Edwin K Silverman and 1 more

Open access · goldAbstract readMulticenter Study
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 44 papers.

0numbers the graph read from it
0cells of the map it votes in
44citing papers in PubMed
11.7field-weighted citation impact, top 1% 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

44 citing papers in PubMed, 72 citations in OpenAlex.

  1. Article
  2. Article
  3. Article
  4. Article
  5. Review
  6. Article
  7. Lung Transcriptomics Link Emphysema to Barrier Dysfunction and Macrophage Subpopulations.American journal of respiratory and critical care medicine · 2025
    Article
  8. Article
  9. Article
  10. Article
  11. Article
  12. Article
  13. Article
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  15. Blood Biomarkers of Emphysema: What Can They Really Tell Us?American journal of respiratory and critical care medicine · 2024
    Article
  16. Blood-based Transcriptomic and Proteomic Biomarkers of Emphysema.American journal of respiratory and critical care medicine · 2024
    Article
  17. Review
  18. Article
  19. Article
  20. Cigarette Smoking and the Airway Epithelium: Characterizing Changes in Gene Expression over Time.American journal of respiratory and critical care medicine · 2023
    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

11 authors at 1 institution in 1 country.

Jarrett D MorrowChanning Division of Network Medicine, Brigham and Women's Hospital, 181 Longwood Avenue, Boston, MA, 02115, USA. jarrett.morrow@channing.harvard.edu.ORCID http://orcid.org/0000-0002-5670-5865
Robert P ChaseChanning Division of Network Medicine, Brigham and Women's Hospital, 181 Longwood Avenue, Boston, MA, 02115, USA.
Margaret M ParkerChanning Division of Network Medicine, Brigham and Women's Hospital, 181 Longwood Avenue, Boston, MA, 02115, USA.
Kimberly GlassChanning Division of Network Medicine, Brigham and Women's Hospital, 181 Longwood Avenue, Boston, MA, 02115, USA.
Minseok SeoChanning Division of Network Medicine, Brigham and Women's Hospital, 181 Longwood Avenue, Boston, MA, 02115, USA.
Miguel DivoDivision of Pulmonary and Critical Care Medicine, Brigham and Women's Hospital, Boston, MA, 02115, USA.
Caroline A OwenDivision of Pulmonary and Critical Care Medicine, Brigham and Women's Hospital, Boston, MA, 02115, USA.
Peter CastaldiChanning Division of Network Medicine, Brigham and Women's Hospital, 181 Longwood Avenue, Boston, MA, 02115, USA.
Dawn L DeMeoChanning Division of Network Medicine, Brigham and Women's Hospital, 181 Longwood Avenue, Boston, MA, 02115, USA.
Edwin K SilvermanChanning Division of Network Medicine, Brigham and Women's Hospital, 181 Longwood Avenue, Boston, MA, 02115, USA.
Craig P HershChanning Division of Network Medicine, Brigham and Women's Hospital, 181 Longwood Avenue, Boston, MA, 02115, USA.
Brigham and Women's Hospital · US

Funding

Metabolomic signatures of empysema and COPD progression in the COPDGene cohortR01HL089897 · NHLBI · NATIONAL JEWISH HEALTH · PI CRAPO, JAMES D · 2012 to 2016
$31.1M
Respiratory Computational Discovery CoreP01HL114501 · NHLBI · WEILL MEDICAL COLL OF CORNELL UNIV · PI CHOI, MARY E · 2013 to 2025
$24.9M
(2 of 2) Genetic Epidemiology of COPDR01HL089856 · NHLBI · BRIGHAM AND WOMEN'S HOSPITAL · PI SILVERMAN, EDWIN K · 2012 to 2016
$18.9M
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
Integrative omics pipeline to identify novel COPD genes and pathwaysK25HL136846 · NHLBI · BRIGHAM AND WOMEN'S HOSPITAL · PI MORROW, JARRETT · 2017 to 2021
$945k
Using Integrative Networks to Explore Heterogeneous Phenotypes in COPDK25HL133599 · NHLBI · BRIGHAM AND WOMEN'S HOSPITAL · PI GLASS, KIMBERLY RENEE · 2016 to 2020
$945k
NHLBI NIH HHS K25 HL133599NHLBI NIH HHS K25 HL136846NHLBI NIH HHS P01 HL105339NHLBI NIH HHS P01 HL114501NHLBI NIH HHS P01 HL132825NHLBI NIH HHS R01 HL089856NHLBI NIH HHS R01 HL089897NHLBI NIH HHS R01 HL125583NHLBI NIH HHS R01 HL130512
6 · The paper itself

Abstract

backgroundMultiple gene expression studies have been performed separately in peripheral blood, lung, and airway tissues to study COPD. We performed RNA-sequencing gene expression profiling of large-airway epithelium, alveolar macrophage and peripheral blood samples from the same subset of COPD cases and controls from the COPDGene study who underwent bronchoscopy at a single center. Using statistical and gene set enrichment approaches, we sought to improve the understanding of COPD by studying gene sets and pathways across these tissues, beyond the individual genomic determinants.

methodsWe performed differential expression analysis using RNA-seq data obtained from 63 samples from 21 COPD cases and controls (includes four non-smokers) via the R package DESeq2. We tested associations between gene expression and variables related to lung function, smoking history, and CT scan measures of emphysema and airway disease. We examined the correlation of differential gene expression across the tissues and phenotypes, hypothesizing that this would reveal preserved and private gene expression signatures. We performed gene set enrichment analyses using curated databases and findings from prior COPD studies to provide biological and disease relevance.

resultsThe known smoking-related genes CYP1B1 and AHRR were among the top differential expression results for smoking status in the large-airway epithelium data. We observed a significant overlap of genes primarily across large-airway and macrophage results for smoking and airway disease phenotypes. We did not observe specific genes differentially expressed in all three tissues for any of the phenotypes. However, we did observe hemostasis and immune signaling pathways in the overlaps across all three tissues for emphysema, and amyloid and telomere-related pathways for smoking. In peripheral blood, the emphysema results were enriched for B cell related genes previously identified in lung tissue studies.

conclusionsOur integrative analyses across COPD-relevant tissues and prior studies revealed shared and tissue-specific disease biology. These replicated and novel findings in the airway and peripheral blood have highlighted candidate genes and pathways for COPD pathogenesis.

Indexed as

Cohort StudiesFollow-Up StudiesGene Expression ProfilingHumansLongitudinal StudiesMacrophages, AlveolarPulmonary Disease, Chronic ObstructiveRespiratory MucosaSequence Analysis, RNACOPDEmphysemaGenomicsRNA-seqTranscriptomics

Identifiers

PMID30940135
PMCPMC6446359
OpenAlexW2940108326

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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.