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

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 di...

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Main Authors: 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, Russell P. Bowler
Format: Article
Language:English
Published: MDPI AG 2021-03-01
Series:Metabolites
Subjects:
Online Access:https://www.mdpi.com/2218-1989/11/3/161
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spelling doaj-3ff98a2fb40e4caf93e8cac0ac95ca5c2021-03-12T00:05:03ZengMDPI AGMetabolites2218-19892021-03-011116116110.3390/metabo11030161Metabolomic Profiling Reveals Sex Specific Associations with Chronic Obstructive Pulmonary Disease and EmphysemaLucas A. Gillenwater0Katerina J. Kechris1Katherine A. Pratte2Nichole Reisdorph3Irina Petrache4Wassim W. Labaki5Wanda O’Neal6Jerry A. Krishnan7Victor E. Ortega8Dawn L. DeMeo9Russell P. Bowler10Computational Bioscience Program, University of Colorado Anschutz Medical Campus, Aurora, CO 80045, USADepartment of Biostatistics and Informatics, Colorado School of Public Health, University of Colorado Anschutz Medical Campus, Aurora, CO 80045, USADivision of Medicine, National Jewish Health, Denver, CO 80206, USASkaggs School of Pharmacy and Pharmaceutical Sciences, University of Colorado Anschutz Medical Campus, Aurora, CO 80045, USADivision of Medicine, National Jewish Health, Denver, CO 80206, USADivision of Pulmonary and Critical Care Medicine, University of Michigan, Ann Arbor, MI 48109, USACystic Fibrosis/Pulmonary Research and Treatment Center, University of North Carolina at Chapel Hill, Chapel Hill, NC 27599, USABreathe Chicago Center, University of Illinois at Chicago, Chicago, IL 60608, USACenter for Precision Medicine, Department of Internal Medicine, Wake Forest School of Medicine, Winston-Salem, NC 27157, USAChanning 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, USADivision of Medicine, National Jewish Health, Denver, CO 80206, USASusceptibility 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.https://www.mdpi.com/2218-1989/11/3/161COPDemphysemasex differencesnetwork analysisWGCNAlung
collection DOAJ
language English
format Article
sources DOAJ
author 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
Russell P. Bowler
spellingShingle 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
Russell P. Bowler
Metabolomic Profiling Reveals Sex Specific Associations with Chronic Obstructive Pulmonary Disease and Emphysema
Metabolites
COPD
emphysema
sex differences
network analysis
WGCNA
lung
author_facet 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
Russell P. Bowler
author_sort Lucas A. Gillenwater
title Metabolomic Profiling Reveals Sex Specific Associations with Chronic Obstructive Pulmonary Disease and Emphysema
title_short Metabolomic Profiling Reveals Sex Specific Associations with Chronic Obstructive Pulmonary Disease and Emphysema
title_full Metabolomic Profiling Reveals Sex Specific Associations with Chronic Obstructive Pulmonary Disease and Emphysema
title_fullStr Metabolomic Profiling Reveals Sex Specific Associations with Chronic Obstructive Pulmonary Disease and Emphysema
title_full_unstemmed Metabolomic Profiling Reveals Sex Specific Associations with Chronic Obstructive Pulmonary Disease and Emphysema
title_sort metabolomic profiling reveals sex specific associations with chronic obstructive pulmonary disease and emphysema
publisher MDPI AG
series Metabolites
issn 2218-1989
publishDate 2021-03-01
description 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.
topic COPD
emphysema
sex differences
network analysis
WGCNA
lung
url https://www.mdpi.com/2218-1989/11/3/161
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