Peripheral blood mononuclear cell gene expression in chronic obstructive pulmonary disease
Although most cases of chronic obstructive pulmonary disease (COPD) occur in smokers, only a fraction of smokers develop the disease. We hypothesized distinct molecular signatures for COPD and emphysema in the peripheral blood mononuclear cells (PBMCs) of current and former smokers. To test this hyp...
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Veröffentlicht in: | American journal of respiratory cell and molecular biology 2013-08, Vol.49 (2), p.316-323 |
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creator | Bahr, Timothy M Hughes, Grant J Armstrong, Michael Reisdorph, Rick Coldren, Christopher D Edwards, Michael G Schnell, Christina Kedl, Ross LaFlamme, Daniel J Reisdorph, Nichole Kechris, Katerina J Bowler, Russell P |
description | Although most cases of chronic obstructive pulmonary disease (COPD) occur in smokers, only a fraction of smokers develop the disease. We hypothesized distinct molecular signatures for COPD and emphysema in the peripheral blood mononuclear cells (PBMCs) of current and former smokers. To test this hypothesis, we identified and validated PBMC gene expression profiles in smokers with and without COPD. We generated expression data on 136 subjects from the COPDGene study, using Affymetrix U133 2.0 microarrays (Affymetrix, Santa Clara, CA). Multiple linear regression with adjustment for covariates (gender, age, body mass index, family history, smoking status, and pack-years) was used to identify candidate genes, and ingenuity pathway analysis was used to identify candidate pathways. Candidate genes were validated in 149 subjects according to multiplex quantitative real-time polymerase chain reaction, which included 75 subjects not previously profiled. Pathways that were differentially expressed in subjects with COPD and emphysema included those that play a role in the immune system, inflammatory responses, and sphingolipid (ceramide) metabolism. Twenty-six of the 46 candidate genes (e.g., FOXP1, TCF7, and ASAH1) were validated in the independent cohort. Plasma metabolomics was used to identify a novel glycoceramide (galabiosylceramide) as a biomarker of emphysema, supporting the genomic association between acid ceramidase (ASAH1) and emphysema. COPD is a systemic disease whose gene expression signatures in PBMCs could serve as novel diagnostic or therapeutic targets. |
doi_str_mv | 10.1165/rcmb.2012-0230OC |
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We hypothesized distinct molecular signatures for COPD and emphysema in the peripheral blood mononuclear cells (PBMCs) of current and former smokers. To test this hypothesis, we identified and validated PBMC gene expression profiles in smokers with and without COPD. We generated expression data on 136 subjects from the COPDGene study, using Affymetrix U133 2.0 microarrays (Affymetrix, Santa Clara, CA). Multiple linear regression with adjustment for covariates (gender, age, body mass index, family history, smoking status, and pack-years) was used to identify candidate genes, and ingenuity pathway analysis was used to identify candidate pathways. Candidate genes were validated in 149 subjects according to multiplex quantitative real-time polymerase chain reaction, which included 75 subjects not previously profiled. Pathways that were differentially expressed in subjects with COPD and emphysema included those that play a role in the immune system, inflammatory responses, and sphingolipid (ceramide) metabolism. Twenty-six of the 46 candidate genes (e.g., FOXP1, TCF7, and ASAH1) were validated in the independent cohort. Plasma metabolomics was used to identify a novel glycoceramide (galabiosylceramide) as a biomarker of emphysema, supporting the genomic association between acid ceramidase (ASAH1) and emphysema. COPD is a systemic disease whose gene expression signatures in PBMCs could serve as novel diagnostic or therapeutic targets.</description><identifier>ISSN: 1044-1549</identifier><identifier>EISSN: 1535-4989</identifier><identifier>DOI: 10.1165/rcmb.2012-0230OC</identifier><identifier>PMID: 23590301</identifier><language>eng</language><publisher>United States: American Thoracic Society</publisher><subject>Aged ; Aged, 80 and over ; Biomarkers - blood ; Female ; Gangliosides - blood ; Gene Expression Regulation ; Humans ; Leukocytes, Mononuclear - metabolism ; Male ; Metabolomics - methods ; Middle Aged ; Pulmonary Disease, Chronic Obstructive - blood ; Pulmonary Disease, Chronic Obstructive - diagnosis ; Pulmonary Emphysema - blood ; Pulmonary Emphysema - diagnosis ; Real-Time Polymerase Chain Reaction</subject><ispartof>American journal of respiratory cell and molecular biology, 2013-08, Vol.49 (2), p.316-323</ispartof><rights>Copyright American Thoracic Society Aug 2013</rights><rights>Copyright © 2013 by the American Thoracic Society 2013</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c424t-62b59b88692968727c77fd496ef31bae0832249af97b846cd9cfaa1a0fca0c5e3</citedby><cites>FETCH-LOGICAL-c424t-62b59b88692968727c77fd496ef31bae0832249af97b846cd9cfaa1a0fca0c5e3</cites></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><link.rule.ids>230,314,780,784,885,27924,27925</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/23590301$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Bahr, Timothy M</creatorcontrib><creatorcontrib>Hughes, Grant J</creatorcontrib><creatorcontrib>Armstrong, Michael</creatorcontrib><creatorcontrib>Reisdorph, Rick</creatorcontrib><creatorcontrib>Coldren, Christopher D</creatorcontrib><creatorcontrib>Edwards, Michael G</creatorcontrib><creatorcontrib>Schnell, Christina</creatorcontrib><creatorcontrib>Kedl, Ross</creatorcontrib><creatorcontrib>LaFlamme, Daniel J</creatorcontrib><creatorcontrib>Reisdorph, Nichole</creatorcontrib><creatorcontrib>Kechris, Katerina J</creatorcontrib><creatorcontrib>Bowler, Russell P</creatorcontrib><title>Peripheral blood mononuclear cell gene expression in chronic obstructive pulmonary disease</title><title>American journal of respiratory cell and molecular biology</title><addtitle>Am J Respir Cell Mol Biol</addtitle><description>Although most cases of chronic obstructive pulmonary disease (COPD) occur in smokers, only a fraction of smokers develop the disease. We hypothesized distinct molecular signatures for COPD and emphysema in the peripheral blood mononuclear cells (PBMCs) of current and former smokers. To test this hypothesis, we identified and validated PBMC gene expression profiles in smokers with and without COPD. We generated expression data on 136 subjects from the COPDGene study, using Affymetrix U133 2.0 microarrays (Affymetrix, Santa Clara, CA). Multiple linear regression with adjustment for covariates (gender, age, body mass index, family history, smoking status, and pack-years) was used to identify candidate genes, and ingenuity pathway analysis was used to identify candidate pathways. Candidate genes were validated in 149 subjects according to multiplex quantitative real-time polymerase chain reaction, which included 75 subjects not previously profiled. Pathways that were differentially expressed in subjects with COPD and emphysema included those that play a role in the immune system, inflammatory responses, and sphingolipid (ceramide) metabolism. Twenty-six of the 46 candidate genes (e.g., FOXP1, TCF7, and ASAH1) were validated in the independent cohort. Plasma metabolomics was used to identify a novel glycoceramide (galabiosylceramide) as a biomarker of emphysema, supporting the genomic association between acid ceramidase (ASAH1) and emphysema. COPD is a systemic disease whose gene expression signatures in PBMCs could serve as novel diagnostic or therapeutic targets.</description><subject>Aged</subject><subject>Aged, 80 and over</subject><subject>Biomarkers - blood</subject><subject>Female</subject><subject>Gangliosides - blood</subject><subject>Gene Expression Regulation</subject><subject>Humans</subject><subject>Leukocytes, Mononuclear - metabolism</subject><subject>Male</subject><subject>Metabolomics - methods</subject><subject>Middle Aged</subject><subject>Pulmonary Disease, Chronic Obstructive - blood</subject><subject>Pulmonary Disease, Chronic Obstructive - diagnosis</subject><subject>Pulmonary Emphysema - blood</subject><subject>Pulmonary Emphysema - diagnosis</subject><subject>Real-Time Polymerase Chain Reaction</subject><issn>1044-1549</issn><issn>1535-4989</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2013</creationdate><recordtype>article</recordtype><sourceid>EIF</sourceid><sourceid>ABUWG</sourceid><sourceid>AFKRA</sourceid><sourceid>AZQEC</sourceid><sourceid>BENPR</sourceid><sourceid>CCPQU</sourceid><sourceid>DWQXO</sourceid><sourceid>GNUQQ</sourceid><recordid>eNpdkc1L5TAUxYM4-PF070oCbtzUyVfbZCPIw48BwVmMGzchTW99kTapSfsY__vJ46norO6Fe87hHn4InVByQWlV_ox2aC4YoawgjJOH5Q46oCUvC6Gk2s07EaKgpVD76DClF5KFktI9tM94qQgn9AA9_YboxhVE0-OmD6HFQ_DBz7YHE7GFvsfP4AHD3zFCSi547Dy2qxi8szg0aYqzndwa8Dj32WriG25dApPgCP3oTJ_g-H0u0OPN9Z_lXXH_cPtreXVfWMHEVFSsKVUjZaWYqmTNalvXXStUBR2njQEiOWNCmU7VjRSVbZXtjKGGdNYQWwJfoMtt7jg3A7QW_JTb6DG6IX-jg3H6-8W7lX4Oa80lE4SpHHD-HhDD6wxp0oNLm-rGQ5iTpoLWJWecVVl69p_0JczR53pZxZUkQmUAC0S2KhtDShG6z2co0RtwegNOb8DpLbhsOf1a4tPwQYr_A8smlxs</recordid><startdate>201308</startdate><enddate>201308</enddate><creator>Bahr, Timothy M</creator><creator>Hughes, Grant J</creator><creator>Armstrong, Michael</creator><creator>Reisdorph, Rick</creator><creator>Coldren, Christopher D</creator><creator>Edwards, Michael G</creator><creator>Schnell, Christina</creator><creator>Kedl, Ross</creator><creator>LaFlamme, Daniel J</creator><creator>Reisdorph, Nichole</creator><creator>Kechris, Katerina J</creator><creator>Bowler, Russell P</creator><general>American Thoracic Society</general><scope>CGR</scope><scope>CUY</scope><scope>CVF</scope><scope>ECM</scope><scope>EIF</scope><scope>NPM</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>3V.</scope><scope>7T5</scope><scope>7TM</scope><scope>7TO</scope><scope>7X7</scope><scope>7XB</scope><scope>88A</scope><scope>88E</scope><scope>88I</scope><scope>8AF</scope><scope>8AO</scope><scope>8FE</scope><scope>8FH</scope><scope>8FI</scope><scope>8FJ</scope><scope>8FK</scope><scope>ABUWG</scope><scope>AFKRA</scope><scope>AZQEC</scope><scope>BBNVY</scope><scope>BENPR</scope><scope>BHPHI</scope><scope>CCPQU</scope><scope>DWQXO</scope><scope>FYUFA</scope><scope>GHDGH</scope><scope>GNUQQ</scope><scope>H94</scope><scope>HCIFZ</scope><scope>K9.</scope><scope>LK8</scope><scope>M0S</scope><scope>M1P</scope><scope>M2P</scope><scope>M7P</scope><scope>PQEST</scope><scope>PQQKQ</scope><scope>PQUKI</scope><scope>PRINS</scope><scope>Q9U</scope><scope>S0X</scope><scope>7X8</scope><scope>5PM</scope></search><sort><creationdate>201308</creationdate><title>Peripheral blood mononuclear cell gene expression in chronic obstructive pulmonary disease</title><author>Bahr, Timothy M ; Hughes, Grant J ; Armstrong, Michael ; Reisdorph, Rick ; Coldren, Christopher D ; Edwards, Michael G ; Schnell, Christina ; Kedl, Ross ; LaFlamme, Daniel J ; Reisdorph, Nichole ; Kechris, Katerina J ; Bowler, Russell P</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c424t-62b59b88692968727c77fd496ef31bae0832249af97b846cd9cfaa1a0fca0c5e3</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2013</creationdate><topic>Aged</topic><topic>Aged, 80 and over</topic><topic>Biomarkers - blood</topic><topic>Female</topic><topic>Gangliosides - blood</topic><topic>Gene Expression Regulation</topic><topic>Humans</topic><topic>Leukocytes, Mononuclear - metabolism</topic><topic>Male</topic><topic>Metabolomics - methods</topic><topic>Middle Aged</topic><topic>Pulmonary Disease, Chronic Obstructive - blood</topic><topic>Pulmonary Disease, Chronic Obstructive - diagnosis</topic><topic>Pulmonary Emphysema - blood</topic><topic>Pulmonary Emphysema - diagnosis</topic><topic>Real-Time Polymerase Chain Reaction</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Bahr, Timothy M</creatorcontrib><creatorcontrib>Hughes, Grant J</creatorcontrib><creatorcontrib>Armstrong, Michael</creatorcontrib><creatorcontrib>Reisdorph, Rick</creatorcontrib><creatorcontrib>Coldren, Christopher D</creatorcontrib><creatorcontrib>Edwards, Michael G</creatorcontrib><creatorcontrib>Schnell, Christina</creatorcontrib><creatorcontrib>Kedl, Ross</creatorcontrib><creatorcontrib>LaFlamme, Daniel J</creatorcontrib><creatorcontrib>Reisdorph, Nichole</creatorcontrib><creatorcontrib>Kechris, Katerina J</creatorcontrib><creatorcontrib>Bowler, Russell P</creatorcontrib><collection>Medline</collection><collection>MEDLINE</collection><collection>MEDLINE (Ovid)</collection><collection>MEDLINE</collection><collection>MEDLINE</collection><collection>PubMed</collection><collection>CrossRef</collection><collection>ProQuest Central (Corporate)</collection><collection>Immunology Abstracts</collection><collection>Nucleic Acids Abstracts</collection><collection>Oncogenes and Growth Factors Abstracts</collection><collection>Health & Medical Collection</collection><collection>ProQuest Central (purchase pre-March 2016)</collection><collection>Biology Database (Alumni Edition)</collection><collection>Medical Database (Alumni Edition)</collection><collection>Science Database (Alumni Edition)</collection><collection>STEM Database</collection><collection>ProQuest Pharma Collection</collection><collection>ProQuest SciTech Collection</collection><collection>ProQuest Natural Science Collection</collection><collection>Hospital Premium Collection</collection><collection>Hospital Premium Collection (Alumni Edition)</collection><collection>ProQuest Central (Alumni) (purchase pre-March 2016)</collection><collection>ProQuest Central (Alumni Edition)</collection><collection>ProQuest Central UK/Ireland</collection><collection>ProQuest Central Essentials</collection><collection>Biological Science Collection</collection><collection>ProQuest Central</collection><collection>Natural Science Collection</collection><collection>ProQuest One Community College</collection><collection>ProQuest Central Korea</collection><collection>Health Research Premium Collection</collection><collection>Health Research Premium Collection (Alumni)</collection><collection>ProQuest Central Student</collection><collection>AIDS and Cancer Research Abstracts</collection><collection>SciTech Premium Collection</collection><collection>ProQuest Health & Medical Complete (Alumni)</collection><collection>ProQuest Biological Science Collection</collection><collection>Health & Medical Collection (Alumni Edition)</collection><collection>Medical Database</collection><collection>Science Database</collection><collection>Biological Science Database</collection><collection>ProQuest One Academic Eastern Edition (DO NOT USE)</collection><collection>ProQuest One Academic</collection><collection>ProQuest One Academic UKI Edition</collection><collection>ProQuest Central China</collection><collection>ProQuest Central Basic</collection><collection>SIRS Editorial</collection><collection>MEDLINE - Academic</collection><collection>PubMed Central (Full Participant titles)</collection><jtitle>American journal of respiratory cell and molecular biology</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Bahr, Timothy M</au><au>Hughes, Grant J</au><au>Armstrong, Michael</au><au>Reisdorph, Rick</au><au>Coldren, Christopher D</au><au>Edwards, Michael G</au><au>Schnell, Christina</au><au>Kedl, Ross</au><au>LaFlamme, Daniel J</au><au>Reisdorph, Nichole</au><au>Kechris, Katerina J</au><au>Bowler, Russell P</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Peripheral blood mononuclear cell gene expression in chronic obstructive pulmonary disease</atitle><jtitle>American journal of respiratory cell and molecular biology</jtitle><addtitle>Am J Respir Cell Mol Biol</addtitle><date>2013-08</date><risdate>2013</risdate><volume>49</volume><issue>2</issue><spage>316</spage><epage>323</epage><pages>316-323</pages><issn>1044-1549</issn><eissn>1535-4989</eissn><abstract>Although most cases of chronic obstructive pulmonary disease (COPD) occur in smokers, only a fraction of smokers develop the disease. We hypothesized distinct molecular signatures for COPD and emphysema in the peripheral blood mononuclear cells (PBMCs) of current and former smokers. To test this hypothesis, we identified and validated PBMC gene expression profiles in smokers with and without COPD. We generated expression data on 136 subjects from the COPDGene study, using Affymetrix U133 2.0 microarrays (Affymetrix, Santa Clara, CA). Multiple linear regression with adjustment for covariates (gender, age, body mass index, family history, smoking status, and pack-years) was used to identify candidate genes, and ingenuity pathway analysis was used to identify candidate pathways. Candidate genes were validated in 149 subjects according to multiplex quantitative real-time polymerase chain reaction, which included 75 subjects not previously profiled. Pathways that were differentially expressed in subjects with COPD and emphysema included those that play a role in the immune system, inflammatory responses, and sphingolipid (ceramide) metabolism. Twenty-six of the 46 candidate genes (e.g., FOXP1, TCF7, and ASAH1) were validated in the independent cohort. Plasma metabolomics was used to identify a novel glycoceramide (galabiosylceramide) as a biomarker of emphysema, supporting the genomic association between acid ceramidase (ASAH1) and emphysema. COPD is a systemic disease whose gene expression signatures in PBMCs could serve as novel diagnostic or therapeutic targets.</abstract><cop>United States</cop><pub>American Thoracic Society</pub><pmid>23590301</pmid><doi>10.1165/rcmb.2012-0230OC</doi><tpages>8</tpages><oa>free_for_read</oa></addata></record> |
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subjects | Aged Aged, 80 and over Biomarkers - blood Female Gangliosides - blood Gene Expression Regulation Humans Leukocytes, Mononuclear - metabolism Male Metabolomics - methods Middle Aged Pulmonary Disease, Chronic Obstructive - blood Pulmonary Disease, Chronic Obstructive - diagnosis Pulmonary Emphysema - blood Pulmonary Emphysema - diagnosis Real-Time Polymerase Chain Reaction |
title | Peripheral blood mononuclear cell gene expression in chronic obstructive pulmonary disease |
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