Gene coexpression networks reveal novel molecular endotypes in alpha-1 antitrypsin deficiency

BackgroundAlpha-1 antitrypsin deficiency (AATD) is a genetic condition that causes early onset pulmonary emphysema and airways obstruction. The complete mechanisms via which AATD causes lung disease are not fully understood. To improve our understanding of the pathogenesis of AATD, we investigated g...

Ausführliche Beschreibung

Gespeichert in:
Bibliographische Detailangaben
Veröffentlicht in:Thorax 2021-02, Vol.76 (2), p.134-143
Hauptverfasser: Chu, Jen-hwa, Zang, Wenlan, Vukmirovic, Milica, Yan, Xiting, Adams, Taylor, DeIuliis, Giuseppe, Hu, Buqu, Mihaljinec, Antun, Schupp, Jonas C, Becich, Michael J, Hochheiser, Harry, Gibson, Kevin F, Chen, Edward S, Morris, Alison, Leader, Joseph K, Wisniewski, Stephen R, Zhang, Yingze, Sciurba, Frank C, Collman, Ronald G, Sandhaus, Robert, Herzog, Erica L, Patterson, Karen C, Sauler, Maor, Strange, Charlie, Kaminski, Naftali
Format: Artikel
Sprache:eng
Schlagworte:
Online-Zugang:Volltext
Tags: Tag hinzufügen
Keine Tags, Fügen Sie den ersten Tag hinzu!
container_end_page 143
container_issue 2
container_start_page 134
container_title Thorax
container_volume 76
creator Chu, Jen-hwa
Zang, Wenlan
Vukmirovic, Milica
Yan, Xiting
Adams, Taylor
DeIuliis, Giuseppe
Hu, Buqu
Mihaljinec, Antun
Schupp, Jonas C
Becich, Michael J
Hochheiser, Harry
Gibson, Kevin F
Chen, Edward S
Morris, Alison
Leader, Joseph K
Wisniewski, Stephen R
Zhang, Yingze
Sciurba, Frank C
Collman, Ronald G
Sandhaus, Robert
Herzog, Erica L
Patterson, Karen C
Sauler, Maor
Strange, Charlie
Kaminski, Naftali
description BackgroundAlpha-1 antitrypsin deficiency (AATD) is a genetic condition that causes early onset pulmonary emphysema and airways obstruction. The complete mechanisms via which AATD causes lung disease are not fully understood. To improve our understanding of the pathogenesis of AATD, we investigated gene expression profiles of bronchoalveolar lavage (BAL) and peripheral blood mononuclear cells (PBMCs) in AATD individuals.MethodsWe performed RNA-Seq on RNA extracted from matched BAL and PBMC samples isolated from 89 subjects enrolled in the Genomic Research in Alpha-1 Antitrypsin Deficiency and Sarcoidosis (GRADS) study. Subjects were stratified by genotype and augmentation therapy. Supervised and unsupervised differential gene expression analyses were performed using Weighted Gene Co-expression Network Analysis (WGCNA) to identify gene profiles associated with subjects’ clinical variables. The genes in the most significant WGCNA module were used to cluster AATD individuals. Gene validation was performed by NanoString nCounter Gene Expression Assay.ResultWe observed modest effects of AATD genotype and augmentation therapy on gene expression. When WGCNA was applied to BAL transcriptome, one gene module, ME31 (2312 genes), correlated with the highest number of clinical variables and was functionally enriched with numerous immune T-lymphocyte related pathways. This gene module identified two distinct clusters of AATD individuals with different disease severity and distinct PBMC gene expression patterns.ConclusionsWe successfully identified novel clusters of AATD individuals where severity correlated with increased immune response independent of individuals’ genotype and augmentation therapy. These findings may suggest the presence of previously unrecognised disease endotypes in AATD that associate with T-lymphocyte immunity and disease severity.
doi_str_mv 10.1136/thoraxjnl-2019-214301
format Article
fullrecord <record><control><sourceid>proquest_cross</sourceid><recordid>TN_cdi_proquest_miscellaneous_2483408781</recordid><sourceformat>XML</sourceformat><sourcesystem>PC</sourcesystem><sourcerecordid>2478194416</sourcerecordid><originalsourceid>FETCH-LOGICAL-b467t-a470102f154ce7ff462f8f735a28a4ef76dcf21ba2a3a32151d0f1d13018f5803</originalsourceid><addsrcrecordid>eNqNkMFu1DAQhi0EokvhEYos9cIlMGM7jvdYVVCQKnGBI4q8yVjN1rFTO2l33x5XWxaJQ8VppNH3_5r5GDtD-Igo9af5Jia72wZfCcB1JVBJwBdshUqbSoq1fslWAAoqLRt9wt7kvAUAg9i8ZidSSpB6rVfs1xUF4l2k3ZQo5yEGHmh-iOk280T3ZD0P8Z48H6OnbvE2cQp9nPcTZT4Ebv10YyvkNszDnPZTLrue3NANFLr9W_bKWZ_p3dM8ZT-_fP5x-bW6_n717fLiutoo3cyVVQ0gCIe16qhxTmnhjGtkbYWxilyj-84J3FhhpZUCa-zBYY_lY-NqA_KUfTj0TineLZTndhxyR97bQHHJrVBGKjCNwYKe_4Nu45JCua5QBVgrhbpQ9YHqUsw5kWunNIw27VuE9tF_e_TfPvpvD_5L7v1T-7IZqT-m_ggvAByAzbj97078Gzke-3zmN30Yo8Y</addsrcrecordid><sourcetype>Aggregation Database</sourcetype><iscdi>true</iscdi><recordtype>article</recordtype><pqid>2478194416</pqid></control><display><type>article</type><title>Gene coexpression networks reveal novel molecular endotypes in alpha-1 antitrypsin deficiency</title><source>MEDLINE</source><source>Alma/SFX Local Collection</source><creator>Chu, Jen-hwa ; Zang, Wenlan ; Vukmirovic, Milica ; Yan, Xiting ; Adams, Taylor ; DeIuliis, Giuseppe ; Hu, Buqu ; Mihaljinec, Antun ; Schupp, Jonas C ; Becich, Michael J ; Hochheiser, Harry ; Gibson, Kevin F ; Chen, Edward S ; Morris, Alison ; Leader, Joseph K ; Wisniewski, Stephen R ; Zhang, Yingze ; Sciurba, Frank C ; Collman, Ronald G ; Sandhaus, Robert ; Herzog, Erica L ; Patterson, Karen C ; Sauler, Maor ; Strange, Charlie ; Kaminski, Naftali</creator><creatorcontrib>Chu, Jen-hwa ; Zang, Wenlan ; Vukmirovic, Milica ; Yan, Xiting ; Adams, Taylor ; DeIuliis, Giuseppe ; Hu, Buqu ; Mihaljinec, Antun ; Schupp, Jonas C ; Becich, Michael J ; Hochheiser, Harry ; Gibson, Kevin F ; Chen, Edward S ; Morris, Alison ; Leader, Joseph K ; Wisniewski, Stephen R ; Zhang, Yingze ; Sciurba, Frank C ; Collman, Ronald G ; Sandhaus, Robert ; Herzog, Erica L ; Patterson, Karen C ; Sauler, Maor ; Strange, Charlie ; Kaminski, Naftali ; GRADS Investigators</creatorcontrib><description>BackgroundAlpha-1 antitrypsin deficiency (AATD) is a genetic condition that causes early onset pulmonary emphysema and airways obstruction. The complete mechanisms via which AATD causes lung disease are not fully understood. To improve our understanding of the pathogenesis of AATD, we investigated gene expression profiles of bronchoalveolar lavage (BAL) and peripheral blood mononuclear cells (PBMCs) in AATD individuals.MethodsWe performed RNA-Seq on RNA extracted from matched BAL and PBMC samples isolated from 89 subjects enrolled in the Genomic Research in Alpha-1 Antitrypsin Deficiency and Sarcoidosis (GRADS) study. Subjects were stratified by genotype and augmentation therapy. Supervised and unsupervised differential gene expression analyses were performed using Weighted Gene Co-expression Network Analysis (WGCNA) to identify gene profiles associated with subjects’ clinical variables. The genes in the most significant WGCNA module were used to cluster AATD individuals. Gene validation was performed by NanoString nCounter Gene Expression Assay.ResultWe observed modest effects of AATD genotype and augmentation therapy on gene expression. When WGCNA was applied to BAL transcriptome, one gene module, ME31 (2312 genes), correlated with the highest number of clinical variables and was functionally enriched with numerous immune T-lymphocyte related pathways. This gene module identified two distinct clusters of AATD individuals with different disease severity and distinct PBMC gene expression patterns.ConclusionsWe successfully identified novel clusters of AATD individuals where severity correlated with increased immune response independent of individuals’ genotype and augmentation therapy. These findings may suggest the presence of previously unrecognised disease endotypes in AATD that associate with T-lymphocyte immunity and disease severity.</description><identifier>ISSN: 0040-6376</identifier><identifier>EISSN: 1468-3296</identifier><identifier>DOI: 10.1136/thoraxjnl-2019-214301</identifier><identifier>PMID: 33303696</identifier><language>eng</language><publisher>England: BMJ Publishing Group Ltd and British Thoracic Society</publisher><subject>Adult ; Age ; Airway management ; alpha 1-Antitrypsin Deficiency - genetics ; alpha1 antitrypsin deficiency ; Bronchoalveolar Lavage Fluid ; Carbon monoxide ; Chronic obstructive pulmonary disease ; COPD mechanisms ; Disease ; Emphysema ; Female ; Gene expression ; Gene Expression Profiling ; Gene Regulatory Networks ; Genotype ; Genotype &amp; phenotype ; Humans ; Lavage ; Lungs ; Male ; Middle Aged ; Mutation ; Neutrophils ; Neutrophils - metabolism ; Prospective Studies ; Proteins ; Pulmonary Disease, Chronic Obstructive - genetics ; Sarcoidosis ; Transcriptome ; Variables ; Variance analysis</subject><ispartof>Thorax, 2021-02, Vol.76 (2), p.134-143</ispartof><rights>Author(s) (or their employer(s)) 2021. No commercial re-use. See rights and permissions. Published by BMJ.</rights><rights>2021 Author(s) (or their employer(s)) 2021. No commercial re-use. See rights and permissions. Published by BMJ.</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-b467t-a470102f154ce7ff462f8f735a28a4ef76dcf21ba2a3a32151d0f1d13018f5803</citedby><cites>FETCH-LOGICAL-b467t-a470102f154ce7ff462f8f735a28a4ef76dcf21ba2a3a32151d0f1d13018f5803</cites><orcidid>0000-0001-5917-4601 ; 0000-0001-7179-9428 ; 0000-0001-6947-2901 ; 0000-0003-0841-8156</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><link.rule.ids>314,780,784,27924,27925</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/33303696$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Chu, Jen-hwa</creatorcontrib><creatorcontrib>Zang, Wenlan</creatorcontrib><creatorcontrib>Vukmirovic, Milica</creatorcontrib><creatorcontrib>Yan, Xiting</creatorcontrib><creatorcontrib>Adams, Taylor</creatorcontrib><creatorcontrib>DeIuliis, Giuseppe</creatorcontrib><creatorcontrib>Hu, Buqu</creatorcontrib><creatorcontrib>Mihaljinec, Antun</creatorcontrib><creatorcontrib>Schupp, Jonas C</creatorcontrib><creatorcontrib>Becich, Michael J</creatorcontrib><creatorcontrib>Hochheiser, Harry</creatorcontrib><creatorcontrib>Gibson, Kevin F</creatorcontrib><creatorcontrib>Chen, Edward S</creatorcontrib><creatorcontrib>Morris, Alison</creatorcontrib><creatorcontrib>Leader, Joseph K</creatorcontrib><creatorcontrib>Wisniewski, Stephen R</creatorcontrib><creatorcontrib>Zhang, Yingze</creatorcontrib><creatorcontrib>Sciurba, Frank C</creatorcontrib><creatorcontrib>Collman, Ronald G</creatorcontrib><creatorcontrib>Sandhaus, Robert</creatorcontrib><creatorcontrib>Herzog, Erica L</creatorcontrib><creatorcontrib>Patterson, Karen C</creatorcontrib><creatorcontrib>Sauler, Maor</creatorcontrib><creatorcontrib>Strange, Charlie</creatorcontrib><creatorcontrib>Kaminski, Naftali</creatorcontrib><creatorcontrib>GRADS Investigators</creatorcontrib><title>Gene coexpression networks reveal novel molecular endotypes in alpha-1 antitrypsin deficiency</title><title>Thorax</title><addtitle>Thorax</addtitle><addtitle>Thorax</addtitle><description>BackgroundAlpha-1 antitrypsin deficiency (AATD) is a genetic condition that causes early onset pulmonary emphysema and airways obstruction. The complete mechanisms via which AATD causes lung disease are not fully understood. To improve our understanding of the pathogenesis of AATD, we investigated gene expression profiles of bronchoalveolar lavage (BAL) and peripheral blood mononuclear cells (PBMCs) in AATD individuals.MethodsWe performed RNA-Seq on RNA extracted from matched BAL and PBMC samples isolated from 89 subjects enrolled in the Genomic Research in Alpha-1 Antitrypsin Deficiency and Sarcoidosis (GRADS) study. Subjects were stratified by genotype and augmentation therapy. Supervised and unsupervised differential gene expression analyses were performed using Weighted Gene Co-expression Network Analysis (WGCNA) to identify gene profiles associated with subjects’ clinical variables. The genes in the most significant WGCNA module were used to cluster AATD individuals. Gene validation was performed by NanoString nCounter Gene Expression Assay.ResultWe observed modest effects of AATD genotype and augmentation therapy on gene expression. When WGCNA was applied to BAL transcriptome, one gene module, ME31 (2312 genes), correlated with the highest number of clinical variables and was functionally enriched with numerous immune T-lymphocyte related pathways. This gene module identified two distinct clusters of AATD individuals with different disease severity and distinct PBMC gene expression patterns.ConclusionsWe successfully identified novel clusters of AATD individuals where severity correlated with increased immune response independent of individuals’ genotype and augmentation therapy. These findings may suggest the presence of previously unrecognised disease endotypes in AATD that associate with T-lymphocyte immunity and disease severity.</description><subject>Adult</subject><subject>Age</subject><subject>Airway management</subject><subject>alpha 1-Antitrypsin Deficiency - genetics</subject><subject>alpha1 antitrypsin deficiency</subject><subject>Bronchoalveolar Lavage Fluid</subject><subject>Carbon monoxide</subject><subject>Chronic obstructive pulmonary disease</subject><subject>COPD mechanisms</subject><subject>Disease</subject><subject>Emphysema</subject><subject>Female</subject><subject>Gene expression</subject><subject>Gene Expression Profiling</subject><subject>Gene Regulatory Networks</subject><subject>Genotype</subject><subject>Genotype &amp; phenotype</subject><subject>Humans</subject><subject>Lavage</subject><subject>Lungs</subject><subject>Male</subject><subject>Middle Aged</subject><subject>Mutation</subject><subject>Neutrophils</subject><subject>Neutrophils - metabolism</subject><subject>Prospective Studies</subject><subject>Proteins</subject><subject>Pulmonary Disease, Chronic Obstructive - genetics</subject><subject>Sarcoidosis</subject><subject>Transcriptome</subject><subject>Variables</subject><subject>Variance analysis</subject><issn>0040-6376</issn><issn>1468-3296</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2021</creationdate><recordtype>article</recordtype><sourceid>EIF</sourceid><sourceid>ABUWG</sourceid><sourceid>AFKRA</sourceid><sourceid>BENPR</sourceid><sourceid>CCPQU</sourceid><recordid>eNqNkMFu1DAQhi0EokvhEYos9cIlMGM7jvdYVVCQKnGBI4q8yVjN1rFTO2l33x5XWxaJQ8VppNH3_5r5GDtD-Igo9af5Jia72wZfCcB1JVBJwBdshUqbSoq1fslWAAoqLRt9wt7kvAUAg9i8ZidSSpB6rVfs1xUF4l2k3ZQo5yEGHmh-iOk280T3ZD0P8Z48H6OnbvE2cQp9nPcTZT4Ebv10YyvkNszDnPZTLrue3NANFLr9W_bKWZ_p3dM8ZT-_fP5x-bW6_n717fLiutoo3cyVVQ0gCIe16qhxTmnhjGtkbYWxilyj-84J3FhhpZUCa-zBYY_lY-NqA_KUfTj0TineLZTndhxyR97bQHHJrVBGKjCNwYKe_4Nu45JCua5QBVgrhbpQ9YHqUsw5kWunNIw27VuE9tF_e_TfPvpvD_5L7v1T-7IZqT-m_ggvAByAzbj97078Gzke-3zmN30Yo8Y</recordid><startdate>20210201</startdate><enddate>20210201</enddate><creator>Chu, Jen-hwa</creator><creator>Zang, Wenlan</creator><creator>Vukmirovic, Milica</creator><creator>Yan, Xiting</creator><creator>Adams, Taylor</creator><creator>DeIuliis, Giuseppe</creator><creator>Hu, Buqu</creator><creator>Mihaljinec, Antun</creator><creator>Schupp, Jonas C</creator><creator>Becich, Michael J</creator><creator>Hochheiser, Harry</creator><creator>Gibson, Kevin F</creator><creator>Chen, Edward S</creator><creator>Morris, Alison</creator><creator>Leader, Joseph K</creator><creator>Wisniewski, Stephen R</creator><creator>Zhang, Yingze</creator><creator>Sciurba, Frank C</creator><creator>Collman, Ronald G</creator><creator>Sandhaus, Robert</creator><creator>Herzog, Erica L</creator><creator>Patterson, Karen C</creator><creator>Sauler, Maor</creator><creator>Strange, Charlie</creator><creator>Kaminski, Naftali</creator><general>BMJ Publishing Group Ltd and British Thoracic Society</general><general>BMJ Publishing Group LTD</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>7X7</scope><scope>7XB</scope><scope>88E</scope><scope>8FI</scope><scope>8FJ</scope><scope>8FK</scope><scope>ABUWG</scope><scope>AFKRA</scope><scope>BENPR</scope><scope>BTHHO</scope><scope>CCPQU</scope><scope>FYUFA</scope><scope>GHDGH</scope><scope>K9.</scope><scope>M0S</scope><scope>M1P</scope><scope>PQEST</scope><scope>PQQKQ</scope><scope>PQUKI</scope><scope>PRINS</scope><scope>7X8</scope><orcidid>https://orcid.org/0000-0001-5917-4601</orcidid><orcidid>https://orcid.org/0000-0001-7179-9428</orcidid><orcidid>https://orcid.org/0000-0001-6947-2901</orcidid><orcidid>https://orcid.org/0000-0003-0841-8156</orcidid></search><sort><creationdate>20210201</creationdate><title>Gene coexpression networks reveal novel molecular endotypes in alpha-1 antitrypsin deficiency</title><author>Chu, Jen-hwa ; Zang, Wenlan ; Vukmirovic, Milica ; Yan, Xiting ; Adams, Taylor ; DeIuliis, Giuseppe ; Hu, Buqu ; Mihaljinec, Antun ; Schupp, Jonas C ; Becich, Michael J ; Hochheiser, Harry ; Gibson, Kevin F ; Chen, Edward S ; Morris, Alison ; Leader, Joseph K ; Wisniewski, Stephen R ; Zhang, Yingze ; Sciurba, Frank C ; Collman, Ronald G ; Sandhaus, Robert ; Herzog, Erica L ; Patterson, Karen C ; Sauler, Maor ; Strange, Charlie ; Kaminski, Naftali</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-b467t-a470102f154ce7ff462f8f735a28a4ef76dcf21ba2a3a32151d0f1d13018f5803</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2021</creationdate><topic>Adult</topic><topic>Age</topic><topic>Airway management</topic><topic>alpha 1-Antitrypsin Deficiency - genetics</topic><topic>alpha1 antitrypsin deficiency</topic><topic>Bronchoalveolar Lavage Fluid</topic><topic>Carbon monoxide</topic><topic>Chronic obstructive pulmonary disease</topic><topic>COPD mechanisms</topic><topic>Disease</topic><topic>Emphysema</topic><topic>Female</topic><topic>Gene expression</topic><topic>Gene Expression Profiling</topic><topic>Gene Regulatory Networks</topic><topic>Genotype</topic><topic>Genotype &amp; phenotype</topic><topic>Humans</topic><topic>Lavage</topic><topic>Lungs</topic><topic>Male</topic><topic>Middle Aged</topic><topic>Mutation</topic><topic>Neutrophils</topic><topic>Neutrophils - metabolism</topic><topic>Prospective Studies</topic><topic>Proteins</topic><topic>Pulmonary Disease, Chronic Obstructive - genetics</topic><topic>Sarcoidosis</topic><topic>Transcriptome</topic><topic>Variables</topic><topic>Variance analysis</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Chu, Jen-hwa</creatorcontrib><creatorcontrib>Zang, Wenlan</creatorcontrib><creatorcontrib>Vukmirovic, Milica</creatorcontrib><creatorcontrib>Yan, Xiting</creatorcontrib><creatorcontrib>Adams, Taylor</creatorcontrib><creatorcontrib>DeIuliis, Giuseppe</creatorcontrib><creatorcontrib>Hu, Buqu</creatorcontrib><creatorcontrib>Mihaljinec, Antun</creatorcontrib><creatorcontrib>Schupp, Jonas C</creatorcontrib><creatorcontrib>Becich, Michael J</creatorcontrib><creatorcontrib>Hochheiser, Harry</creatorcontrib><creatorcontrib>Gibson, Kevin F</creatorcontrib><creatorcontrib>Chen, Edward S</creatorcontrib><creatorcontrib>Morris, Alison</creatorcontrib><creatorcontrib>Leader, Joseph K</creatorcontrib><creatorcontrib>Wisniewski, Stephen R</creatorcontrib><creatorcontrib>Zhang, Yingze</creatorcontrib><creatorcontrib>Sciurba, Frank C</creatorcontrib><creatorcontrib>Collman, Ronald G</creatorcontrib><creatorcontrib>Sandhaus, Robert</creatorcontrib><creatorcontrib>Herzog, Erica L</creatorcontrib><creatorcontrib>Patterson, Karen C</creatorcontrib><creatorcontrib>Sauler, Maor</creatorcontrib><creatorcontrib>Strange, Charlie</creatorcontrib><creatorcontrib>Kaminski, Naftali</creatorcontrib><creatorcontrib>GRADS Investigators</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>Health &amp; Medical Collection</collection><collection>ProQuest Central (purchase pre-March 2016)</collection><collection>Medical Database (Alumni Edition)</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</collection><collection>BMJ Journals</collection><collection>ProQuest One Community College</collection><collection>Health Research Premium Collection</collection><collection>Health Research Premium Collection (Alumni)</collection><collection>ProQuest Health &amp; Medical Complete (Alumni)</collection><collection>Health &amp; Medical Collection (Alumni Edition)</collection><collection>Medical 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>MEDLINE - Academic</collection><jtitle>Thorax</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Chu, Jen-hwa</au><au>Zang, Wenlan</au><au>Vukmirovic, Milica</au><au>Yan, Xiting</au><au>Adams, Taylor</au><au>DeIuliis, Giuseppe</au><au>Hu, Buqu</au><au>Mihaljinec, Antun</au><au>Schupp, Jonas C</au><au>Becich, Michael J</au><au>Hochheiser, Harry</au><au>Gibson, Kevin F</au><au>Chen, Edward S</au><au>Morris, Alison</au><au>Leader, Joseph K</au><au>Wisniewski, Stephen R</au><au>Zhang, Yingze</au><au>Sciurba, Frank C</au><au>Collman, Ronald G</au><au>Sandhaus, Robert</au><au>Herzog, Erica L</au><au>Patterson, Karen C</au><au>Sauler, Maor</au><au>Strange, Charlie</au><au>Kaminski, Naftali</au><aucorp>GRADS Investigators</aucorp><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Gene coexpression networks reveal novel molecular endotypes in alpha-1 antitrypsin deficiency</atitle><jtitle>Thorax</jtitle><stitle>Thorax</stitle><addtitle>Thorax</addtitle><date>2021-02-01</date><risdate>2021</risdate><volume>76</volume><issue>2</issue><spage>134</spage><epage>143</epage><pages>134-143</pages><issn>0040-6376</issn><eissn>1468-3296</eissn><abstract>BackgroundAlpha-1 antitrypsin deficiency (AATD) is a genetic condition that causes early onset pulmonary emphysema and airways obstruction. The complete mechanisms via which AATD causes lung disease are not fully understood. To improve our understanding of the pathogenesis of AATD, we investigated gene expression profiles of bronchoalveolar lavage (BAL) and peripheral blood mononuclear cells (PBMCs) in AATD individuals.MethodsWe performed RNA-Seq on RNA extracted from matched BAL and PBMC samples isolated from 89 subjects enrolled in the Genomic Research in Alpha-1 Antitrypsin Deficiency and Sarcoidosis (GRADS) study. Subjects were stratified by genotype and augmentation therapy. Supervised and unsupervised differential gene expression analyses were performed using Weighted Gene Co-expression Network Analysis (WGCNA) to identify gene profiles associated with subjects’ clinical variables. The genes in the most significant WGCNA module were used to cluster AATD individuals. Gene validation was performed by NanoString nCounter Gene Expression Assay.ResultWe observed modest effects of AATD genotype and augmentation therapy on gene expression. When WGCNA was applied to BAL transcriptome, one gene module, ME31 (2312 genes), correlated with the highest number of clinical variables and was functionally enriched with numerous immune T-lymphocyte related pathways. This gene module identified two distinct clusters of AATD individuals with different disease severity and distinct PBMC gene expression patterns.ConclusionsWe successfully identified novel clusters of AATD individuals where severity correlated with increased immune response independent of individuals’ genotype and augmentation therapy. These findings may suggest the presence of previously unrecognised disease endotypes in AATD that associate with T-lymphocyte immunity and disease severity.</abstract><cop>England</cop><pub>BMJ Publishing Group Ltd and British Thoracic Society</pub><pmid>33303696</pmid><doi>10.1136/thoraxjnl-2019-214301</doi><tpages>10</tpages><orcidid>https://orcid.org/0000-0001-5917-4601</orcidid><orcidid>https://orcid.org/0000-0001-7179-9428</orcidid><orcidid>https://orcid.org/0000-0001-6947-2901</orcidid><orcidid>https://orcid.org/0000-0003-0841-8156</orcidid><oa>free_for_read</oa></addata></record>
fulltext fulltext
identifier ISSN: 0040-6376
ispartof Thorax, 2021-02, Vol.76 (2), p.134-143
issn 0040-6376
1468-3296
language eng
recordid cdi_proquest_miscellaneous_2483408781
source MEDLINE; Alma/SFX Local Collection
subjects Adult
Age
Airway management
alpha 1-Antitrypsin Deficiency - genetics
alpha1 antitrypsin deficiency
Bronchoalveolar Lavage Fluid
Carbon monoxide
Chronic obstructive pulmonary disease
COPD mechanisms
Disease
Emphysema
Female
Gene expression
Gene Expression Profiling
Gene Regulatory Networks
Genotype
Genotype & phenotype
Humans
Lavage
Lungs
Male
Middle Aged
Mutation
Neutrophils
Neutrophils - metabolism
Prospective Studies
Proteins
Pulmonary Disease, Chronic Obstructive - genetics
Sarcoidosis
Transcriptome
Variables
Variance analysis
title Gene coexpression networks reveal novel molecular endotypes in alpha-1 antitrypsin deficiency
url https://sfx.bib-bvb.de/sfx_tum?ctx_ver=Z39.88-2004&ctx_enc=info:ofi/enc:UTF-8&ctx_tim=2024-12-27T14%3A43%3A26IST&url_ver=Z39.88-2004&url_ctx_fmt=infofi/fmt:kev:mtx:ctx&rfr_id=info:sid/primo.exlibrisgroup.com:primo3-Article-proquest_cross&rft_val_fmt=info:ofi/fmt:kev:mtx:journal&rft.genre=article&rft.atitle=Gene%20coexpression%20networks%20reveal%20novel%20molecular%20endotypes%20in%20alpha-1%20antitrypsin%20deficiency&rft.jtitle=Thorax&rft.au=Chu,%20Jen-hwa&rft.aucorp=GRADS%20Investigators&rft.date=2021-02-01&rft.volume=76&rft.issue=2&rft.spage=134&rft.epage=143&rft.pages=134-143&rft.issn=0040-6376&rft.eissn=1468-3296&rft_id=info:doi/10.1136/thoraxjnl-2019-214301&rft_dat=%3Cproquest_cross%3E2478194416%3C/proquest_cross%3E%3Curl%3E%3C/url%3E&disable_directlink=true&sfx.directlink=off&sfx.report_link=0&rft_id=info:oai/&rft_pqid=2478194416&rft_id=info:pmid/33303696&rfr_iscdi=true