Evidence map›Paper›PMID 33799786›Full record

ArticleMetabolites2021

Metabolomic Profiling Reveals Sex Specific Associations with Chronic Obstructive Pulmonary Disease and Emphysema.

Lucas A Gillenwater, Katerina J Kechris, Katherine A Pratte, Nichole Reisdorph, Irina Petrache, Wassim W Labaki, Wanda O'Neal, Jerry A Krishnan, Victor E Ortega, Dawn L DeMeo and 1 more

Registry-linked trialOpen access · goldAbstract read
In one paragraph

Article in Metabolites, 2021. 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 22 papers.

0numbers the graph read from it
0cells of the map it votes in
22citing papers in PubMed
3.2field-weighted citation impact, top 7% 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

22 citing papers in PubMed, 27 citations in OpenAlex.

  1. Article
  2. Article
  3. Metabolomic profiling reveals distinct and shared biology in COPD and IPF.Metabolomics : Official journal of the Metabolomic Society · 2026
    Article
  4. Review
  5. Article
  6. Plasma Lipidomic Signatures Across the Healthy-Pre-COPD-COPD Continuum Identified by Machine Learning.International journal of chronic obstructive pulmonary disease · 2026
    Observational
  7. Review
  8. Article
  9. Article
  10. Article
  11. Review
  12. Article
  13. Article
  14. Article
  15. Review
  16. Article
  17. Article
  18. Article
  19. Article
  20. 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 8 institutions in 1 country.

Lucas A GillenwaterComputational Bioscience Program, University of Colorado Anschutz Medical Campus, Aurora, CO 80045, USA.
Katerina J KechrisDepartment of Biostatistics and Informatics, Colorado School of Public Health, University of Colorado Anschutz Medical Campus, Aurora, CO 80045, USA.ORCID 0000-0002-3725-5459
Katherine A PratteDivision of Medicine, National Jewish Health, Denver, CO 80206, USA.
Nichole ReisdorphSkaggs School of Pharmacy and Pharmaceutical Sciences, University of Colorado Anschutz Medical Campus, Aurora, CO 80045, USA.ORCID 0000-0002-0425-8012
Irina PetracheDivision of Medicine, National Jewish Health, Denver, CO 80206, USA.
Wassim W LabakiDivision of Pulmonary and Critical Care Medicine, University of Michigan, Ann Arbor, MI 48109, USA.
Wanda O'NealCystic Fibrosis/Pulmonary Research and Treatment Center, University of North Carolina at Chapel Hill, Chapel Hill, NC 27599, USA.
Jerry A KrishnanBreathe Chicago Center, University of Illinois at Chicago, Chicago, IL 60608, USA.
Victor E OrtegaCenter for Precision Medicine, Department of Internal Medicine, Wake Forest School of Medicine, Winston-Salem, NC 27157, USA.
Dawn L DeMeoChanning Division of Network Medicine, and Division of Pulmonary and Critical Care Medicine, Department of Medicine, Brigham and Women's Hospital, Harvard Medical School, Boston, MA 02115, USA.
Russell P BowlerDivision of Medicine, National Jewish Health, Denver, CO 80206, USA.
National Jewish Health · USUniversity of Colorado Anschutz Medical Campus · USBrigham and Women's Hospital · USColorado School of Public Health · USUniversity of Illinois Chicago · USUniversity of Michigan · USUniversity of North Carolina at Chapel Hill · USWake Forest University · 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
(2 of 2) Genetic Epidemiology of COPDR01HL089856 · NHLBI · BRIGHAM AND WOMEN'S HOSPITAL · PI SILVERMAN, EDWIN K · 2012 to 2016
$18.9M
Ceramide-induced Lung Destruction in EmphysemaR01HL077328 · NHLBI · NATIONAL JEWISH HEALTH · PI PETRACHE, IRINA · 2006 to 2024
$8.0M
Multi-omic networks associated with COPD progression in TOPMed CohortsR01HL152735 · NHLBI · UNIVERSITY OF COLORADO DENVER · PI BANAEI-KASHANI, FARNOUSH, BOWLER, RUSSELL PAUL · 2020 to 2023
$3.1M
Addressing Sparsity in Metabolomics Data AnalysisU01CA235488 · NCI · UNIVERSITY OF COLORADO DENVER · PI GHOSH, DEBASHIS, KECHRIS-MAYS, KATHERINA · 2018 to 2021
$1.8M
Metabolome and proteome profiles of emphysema and airway diseaseR01HL095432 · NHLBI · NATIONAL JEWISH HEALTH · PI BOWLER, RUSSELL PAUL · 2009 to 2012
$1.6M
Sphingolipids and inflammatory biomarkers of COPD progression in healthy smokersR01HL129937 · NHLBI · NATIONAL JEWISH HEALTH · PI BOWLER, RUSSELL PAUL · 2015 to 2017
$1.3M
Omics Data Integration to Identify Disease Pathways in COPDR21HL140376 · NHLBI · UNIVERSITY OF COLORADO DENVER · PI BANAEI-KASHANI, FARNOUSH, BOWLER, RUSSELL PAUL · 2017 to 2018
$235k
NCI NIH HHS U01 CA235488NHLBI NIH HHS R01 HL077328NHLBI NIH HHS R01 HL089856NHLBI NIH HHS R01 HL089897NHLBI NIH HHS R01HL 095432NHLBI NIH HHS R01HL129937NHLBI NIH HHS R01 HL152735NHLBI NIH HHS R21 HL140376
6 · The paper itself

Abstract

Susceptibility and progression of lung disease, as well as response to treatment, often differ by sex, yet the metabolic mechanisms driving these sex-specific differences are still poorly understood. Women with chronic obstructive pulmonary disease (COPD) have less emphysema and more small airway disease on average than men, though these differences become less pronounced with more severe airflow limitation. While small studies of targeted metabolites have identified compounds differing by sex and COPD status, the sex-specific effect of COPD on systemic metabolism has yet to be interrogated. Significant sex differences were observed in 9 of the 11 modules identified in COPDGene. Sex-specific associations by COPD status and emphysema were observed in 3 modules for each phenotype. Sex stratified individual metabolite associations with COPD demonstrated male-specific associations in sphingomyelins and female-specific associations in acyl carnitines and phosphatidylethanolamines. There was high preservation of module assignments in SPIROMICS (SubPopulations and InteRmediate Outcome Measures In COPD Study) and similar female-specific shift in acyl carnitines. Several COPD associated metabolites differed by sex. Acyl carnitines and sphingomyelins demonstrate sex-specific abundances and may represent important metabolic signatures of sex differences in COPD. Accurately characterizing the sex-specific molecular differences in COPD is vital for personalized diagnostics and therapeutics.

Indexed as

COPDemphysemalungnetwork analysissex differencesweighted gene co-expression network analysis (WGCNA)

Identifiers

PMID33799786
PMCPMC7999201
OpenAlexW3133707592

What OpenQuestion holds

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LicenceCC BY
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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.