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The Platelet-Specific Gene Signature in the Immunoglobulin G4-Related Disease Transcriptome
Immunoglobulin G4-related disease (IgG4-RD) is an immune-mediated, fibroinflammatory, multiorgan disease with an obscure pathogenesis. Findings indicating excessive platelet activation have been reported in systemic sclerosis, which is another autoimmune, multisystemic fibrotic disorder. The immune-...
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Published in: | Medicina (Kaunas, Lithuania) Lithuania), 2025-01, Vol.61 (1), p.162 |
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description | Immunoglobulin G4-related disease (IgG4-RD) is an immune-mediated, fibroinflammatory, multiorgan disease with an obscure pathogenesis. Findings indicating excessive platelet activation have been reported in systemic sclerosis, which is another autoimmune, multisystemic fibrotic disorder. The immune-mediated, inflammatory, and fibrosing intersections of IgG4-RD and systemic sclerosis raised a question about platelets' role in IgG4-RD.
: By borrowing transcriptomic data from Nakajima et al. (GEO repository, GSE66465) we sought a platelet contribution to the pathogenesis of IgG4-RD. GEO2R and BRB-ArrayTools were used for class comparisons, and WebGestalt for functional enrichment analysis. During the selection of differentially expressed genes (DEGs), the translationally active but significantly low amount of platelet mRNA was specifically considered. The platelet-specific gene signature derived was used for cluster analysis of patient and control groups.
: When IgG4-RD patients were compared with controls, 268 DEGs (204 with increased and 64 with decreased expression) were detected. Among these, a molecular signature of 22 platelet-specific genes harbored genes important for leukocyte-platelet aggregate formation (i.e.,
,
,
,
,
, and
) and extracellular matrix synthesis (i.e.,
,
,
,
, and
). Functional enrichment analysis documented significantly enriched terms related to platelets, including but not limited to "platelet reactivity", "platelet degranulation", "platelet aggregation", and "platelet activation". During clustering, the 22 gene signatures successfully discriminated IgG4-RD and the control and the IgG4-RD before and after treatment groups.
: Patients with IgG4-RD apparently display an activated platelet phenotype with a potential contribution to disease immunopathogenesis. If the platelets' role is validated through further carefully designed research, the therapeutic potentials of selected conventional and/or novel antiplatelet agents remain to be evaluated in patients with IgG4-RD. Transcriptomics and/or proteomics research with platelets should take into account the relatively low amounts of platelet mRNA, miRNA, and protein. Secondary analysis of omics data sets has great potential to reveal new and valuable information. |
doi_str_mv | 10.3390/medicina61010162 |
format | article |
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: By borrowing transcriptomic data from Nakajima et al. (GEO repository, GSE66465) we sought a platelet contribution to the pathogenesis of IgG4-RD. GEO2R and BRB-ArrayTools were used for class comparisons, and WebGestalt for functional enrichment analysis. During the selection of differentially expressed genes (DEGs), the translationally active but significantly low amount of platelet mRNA was specifically considered. The platelet-specific gene signature derived was used for cluster analysis of patient and control groups.
: When IgG4-RD patients were compared with controls, 268 DEGs (204 with increased and 64 with decreased expression) were detected. Among these, a molecular signature of 22 platelet-specific genes harbored genes important for leukocyte-platelet aggregate formation (i.e.,
,
,
,
,
, and
) and extracellular matrix synthesis (i.e.,
,
,
,
, and
). Functional enrichment analysis documented significantly enriched terms related to platelets, including but not limited to "platelet reactivity", "platelet degranulation", "platelet aggregation", and "platelet activation". During clustering, the 22 gene signatures successfully discriminated IgG4-RD and the control and the IgG4-RD before and after treatment groups.
: Patients with IgG4-RD apparently display an activated platelet phenotype with a potential contribution to disease immunopathogenesis. If the platelets' role is validated through further carefully designed research, the therapeutic potentials of selected conventional and/or novel antiplatelet agents remain to be evaluated in patients with IgG4-RD. Transcriptomics and/or proteomics research with platelets should take into account the relatively low amounts of platelet mRNA, miRNA, and protein. Secondary analysis of omics data sets has great potential to reveal new and valuable information.</description><identifier>ISSN: 1648-9144</identifier><identifier>ISSN: 1010-660X</identifier><identifier>EISSN: 1648-9144</identifier><identifier>DOI: 10.3390/medicina61010162</identifier><identifier>PMID: 39859144</identifier><language>eng</language><publisher>Switzerland: MDPI AG</publisher><subject>blood platelets ; Blood Platelets - metabolism ; Cluster analysis ; Clustering ; Exocrine glands ; Female ; fibrosis ; Gene expression ; gene expression profiling ; Gene Expression Profiling - methods ; Humans ; immunoglobulin G4-related disease ; Immunoglobulin G4-Related Disease - blood ; Immunoglobulin G4-Related Disease - genetics ; Immunoglobulins ; Leukocytes ; Male ; Males ; Middle Aged ; Pathogenesis ; Patients ; platelet activation ; Scleroderma ; Software ; Transcriptome</subject><ispartof>Medicina (Kaunas, Lithuania), 2025-01, Vol.61 (1), p.162</ispartof><rights>2025 by the authors. Published by MDPI on behalf of the Lithuanian University of Health Sciences. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/). Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License.</rights><rights>2025 by the authors. 2025</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><cites>FETCH-LOGICAL-c3251-2dbf48315911de4d6c74040a9c484bb499c718c3bac315ddf803a145fee1d7c93</cites><orcidid>0000-0002-3791-3538 ; 0000-0002-3939-2924</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktopdf>$$Uhttps://www.proquest.com/docview/3159518604/fulltextPDF?pq-origsite=primo$$EPDF$$P50$$Gproquest$$Hfree_for_read</linktopdf><linktohtml>$$Uhttps://www.proquest.com/docview/3159518604?pq-origsite=primo$$EHTML$$P50$$Gproquest$$Hfree_for_read</linktohtml><link.rule.ids>230,314,723,776,780,881,25731,27901,27902,36989,36990,44566,53766,53768,74869</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/39859144$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Oguz, Ali Kemal</creatorcontrib><creatorcontrib>Oygur, Cagdas Sahap</creatorcontrib><creatorcontrib>Gur Dedeoglu, Bala</creatorcontrib><creatorcontrib>Dogan Turacli, Irem</creatorcontrib><creatorcontrib>Serin Kilicoglu, Sibel</creatorcontrib><creatorcontrib>Ergun, Ihsan</creatorcontrib><title>The Platelet-Specific Gene Signature in the Immunoglobulin G4-Related Disease Transcriptome</title><title>Medicina (Kaunas, Lithuania)</title><addtitle>Medicina (Kaunas)</addtitle><description>Immunoglobulin G4-related disease (IgG4-RD) is an immune-mediated, fibroinflammatory, multiorgan disease with an obscure pathogenesis. Findings indicating excessive platelet activation have been reported in systemic sclerosis, which is another autoimmune, multisystemic fibrotic disorder. The immune-mediated, inflammatory, and fibrosing intersections of IgG4-RD and systemic sclerosis raised a question about platelets' role in IgG4-RD.
: By borrowing transcriptomic data from Nakajima et al. (GEO repository, GSE66465) we sought a platelet contribution to the pathogenesis of IgG4-RD. GEO2R and BRB-ArrayTools were used for class comparisons, and WebGestalt for functional enrichment analysis. During the selection of differentially expressed genes (DEGs), the translationally active but significantly low amount of platelet mRNA was specifically considered. The platelet-specific gene signature derived was used for cluster analysis of patient and control groups.
: When IgG4-RD patients were compared with controls, 268 DEGs (204 with increased and 64 with decreased expression) were detected. Among these, a molecular signature of 22 platelet-specific genes harbored genes important for leukocyte-platelet aggregate formation (i.e.,
,
,
,
,
, and
) and extracellular matrix synthesis (i.e.,
,
,
,
, and
). Functional enrichment analysis documented significantly enriched terms related to platelets, including but not limited to "platelet reactivity", "platelet degranulation", "platelet aggregation", and "platelet activation". During clustering, the 22 gene signatures successfully discriminated IgG4-RD and the control and the IgG4-RD before and after treatment groups.
: Patients with IgG4-RD apparently display an activated platelet phenotype with a potential contribution to disease immunopathogenesis. If the platelets' role is validated through further carefully designed research, the therapeutic potentials of selected conventional and/or novel antiplatelet agents remain to be evaluated in patients with IgG4-RD. Transcriptomics and/or proteomics research with platelets should take into account the relatively low amounts of platelet mRNA, miRNA, and protein. Secondary analysis of omics data sets has great potential to reveal new and valuable information.</description><subject>blood platelets</subject><subject>Blood Platelets - metabolism</subject><subject>Cluster analysis</subject><subject>Clustering</subject><subject>Exocrine glands</subject><subject>Female</subject><subject>fibrosis</subject><subject>Gene expression</subject><subject>gene expression profiling</subject><subject>Gene Expression Profiling - methods</subject><subject>Humans</subject><subject>immunoglobulin G4-related disease</subject><subject>Immunoglobulin G4-Related Disease - blood</subject><subject>Immunoglobulin G4-Related Disease - genetics</subject><subject>Immunoglobulins</subject><subject>Leukocytes</subject><subject>Male</subject><subject>Males</subject><subject>Middle Aged</subject><subject>Pathogenesis</subject><subject>Patients</subject><subject>platelet activation</subject><subject>Scleroderma</subject><subject>Software</subject><subject>Transcriptome</subject><issn>1648-9144</issn><issn>1010-660X</issn><issn>1648-9144</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2025</creationdate><recordtype>article</recordtype><sourceid>PIMPY</sourceid><sourceid>DOA</sourceid><recordid>eNpdkkFvFCEUgInR2Fq9ezKTePEyCgMzAydjWl03aaKx68kDYR5vtmwYWGHGxH8v261N23CAPL735b0HhLxm9D3nin6Y0DpwwXSMltU1T8gp64SsFRPi6b3zCXmR845S3rR985yccCXbQ_yU_NpcY_Xdmxk9zvXVHsGNDqoVBqyu3DaYeUlYuVDNhVtP0xLi1sdh8SW0EvUPPKTa6sJlNBmrTTIhQ3L7OU74kjwbjc_46nY_Iz-_fN6cf60vv63W558uayj1sLqxwygkZ6UiZlHYDnpBBTUKhBTDIJSCnkngg4ECWTtKyg0T7YjIbA-Kn5H10Wuj2el9cpNJf3U0Tt8EYtpqk2YHHjUOUrZGCtVbLqBD2UgD0BfhyKlqoLg-Hl37ZSjTBQxzMv6B9OFNcNd6G_9oxvqup4oVw7tbQ4q_F8yznlwG9N4EjEvWh0Ylpa3gBX37CN3FJYUyqxuqZbKjolD0SEGKOScc76phVB--gX78DUrKm_td3CX8f3f-D44vr5w</recordid><startdate>20250119</startdate><enddate>20250119</enddate><creator>Oguz, Ali Kemal</creator><creator>Oygur, Cagdas Sahap</creator><creator>Gur Dedeoglu, Bala</creator><creator>Dogan Turacli, Irem</creator><creator>Serin Kilicoglu, Sibel</creator><creator>Ergun, Ihsan</creator><general>MDPI AG</general><general>MDPI</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>8FI</scope><scope>8FJ</scope><scope>8FK</scope><scope>ABUWG</scope><scope>AFKRA</scope><scope>AZQEC</scope><scope>BENPR</scope><scope>CCPQU</scope><scope>DWQXO</scope><scope>FYUFA</scope><scope>GHDGH</scope><scope>K9.</scope><scope>M0S</scope><scope>PIMPY</scope><scope>PQEST</scope><scope>PQQKQ</scope><scope>PQUKI</scope><scope>PRINS</scope><scope>7X8</scope><scope>5PM</scope><scope>DOA</scope><orcidid>https://orcid.org/0000-0002-3791-3538</orcidid><orcidid>https://orcid.org/0000-0002-3939-2924</orcidid></search><sort><creationdate>20250119</creationdate><title>The Platelet-Specific Gene Signature in the Immunoglobulin G4-Related Disease Transcriptome</title><author>Oguz, Ali Kemal ; Oygur, Cagdas Sahap ; Gur Dedeoglu, Bala ; Dogan Turacli, Irem ; Serin Kilicoglu, Sibel ; Ergun, Ihsan</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c3251-2dbf48315911de4d6c74040a9c484bb499c718c3bac315ddf803a145fee1d7c93</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2025</creationdate><topic>blood platelets</topic><topic>Blood Platelets - metabolism</topic><topic>Cluster analysis</topic><topic>Clustering</topic><topic>Exocrine glands</topic><topic>Female</topic><topic>fibrosis</topic><topic>Gene expression</topic><topic>gene expression profiling</topic><topic>Gene Expression Profiling - methods</topic><topic>Humans</topic><topic>immunoglobulin G4-related disease</topic><topic>Immunoglobulin G4-Related Disease - blood</topic><topic>Immunoglobulin G4-Related Disease - genetics</topic><topic>Immunoglobulins</topic><topic>Leukocytes</topic><topic>Male</topic><topic>Males</topic><topic>Middle Aged</topic><topic>Pathogenesis</topic><topic>Patients</topic><topic>platelet activation</topic><topic>Scleroderma</topic><topic>Software</topic><topic>Transcriptome</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Oguz, Ali Kemal</creatorcontrib><creatorcontrib>Oygur, Cagdas Sahap</creatorcontrib><creatorcontrib>Gur Dedeoglu, Bala</creatorcontrib><creatorcontrib>Dogan Turacli, Irem</creatorcontrib><creatorcontrib>Serin Kilicoglu, Sibel</creatorcontrib><creatorcontrib>Ergun, Ihsan</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 & Medical Collection</collection><collection>ProQuest Central (purchase pre-March 2016)</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)</collection><collection>ProQuest Central</collection><collection>ProQuest Central Essentials</collection><collection>ProQuest Central</collection><collection>ProQuest One Community College</collection><collection>ProQuest Central</collection><collection>Health Research Premium Collection</collection><collection>Health Research Premium Collection (Alumni)</collection><collection>ProQuest Health & Medical Complete (Alumni)</collection><collection>Health & Medical Collection (Alumni Edition)</collection><collection>Publicly Available Content 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><collection>PubMed Central (Full Participant titles)</collection><collection>Directory of Open Access Journals</collection><jtitle>Medicina (Kaunas, Lithuania)</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Oguz, Ali Kemal</au><au>Oygur, Cagdas Sahap</au><au>Gur Dedeoglu, Bala</au><au>Dogan Turacli, Irem</au><au>Serin Kilicoglu, Sibel</au><au>Ergun, Ihsan</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>The Platelet-Specific Gene Signature in the Immunoglobulin G4-Related Disease Transcriptome</atitle><jtitle>Medicina (Kaunas, Lithuania)</jtitle><addtitle>Medicina (Kaunas)</addtitle><date>2025-01-19</date><risdate>2025</risdate><volume>61</volume><issue>1</issue><spage>162</spage><pages>162-</pages><issn>1648-9144</issn><issn>1010-660X</issn><eissn>1648-9144</eissn><abstract>Immunoglobulin G4-related disease (IgG4-RD) is an immune-mediated, fibroinflammatory, multiorgan disease with an obscure pathogenesis. Findings indicating excessive platelet activation have been reported in systemic sclerosis, which is another autoimmune, multisystemic fibrotic disorder. The immune-mediated, inflammatory, and fibrosing intersections of IgG4-RD and systemic sclerosis raised a question about platelets' role in IgG4-RD.
: By borrowing transcriptomic data from Nakajima et al. (GEO repository, GSE66465) we sought a platelet contribution to the pathogenesis of IgG4-RD. GEO2R and BRB-ArrayTools were used for class comparisons, and WebGestalt for functional enrichment analysis. During the selection of differentially expressed genes (DEGs), the translationally active but significantly low amount of platelet mRNA was specifically considered. The platelet-specific gene signature derived was used for cluster analysis of patient and control groups.
: When IgG4-RD patients were compared with controls, 268 DEGs (204 with increased and 64 with decreased expression) were detected. Among these, a molecular signature of 22 platelet-specific genes harbored genes important for leukocyte-platelet aggregate formation (i.e.,
,
,
,
,
, and
) and extracellular matrix synthesis (i.e.,
,
,
,
, and
). Functional enrichment analysis documented significantly enriched terms related to platelets, including but not limited to "platelet reactivity", "platelet degranulation", "platelet aggregation", and "platelet activation". During clustering, the 22 gene signatures successfully discriminated IgG4-RD and the control and the IgG4-RD before and after treatment groups.
: Patients with IgG4-RD apparently display an activated platelet phenotype with a potential contribution to disease immunopathogenesis. If the platelets' role is validated through further carefully designed research, the therapeutic potentials of selected conventional and/or novel antiplatelet agents remain to be evaluated in patients with IgG4-RD. Transcriptomics and/or proteomics research with platelets should take into account the relatively low amounts of platelet mRNA, miRNA, and protein. Secondary analysis of omics data sets has great potential to reveal new and valuable information.</abstract><cop>Switzerland</cop><pub>MDPI AG</pub><pmid>39859144</pmid><doi>10.3390/medicina61010162</doi><orcidid>https://orcid.org/0000-0002-3791-3538</orcidid><orcidid>https://orcid.org/0000-0002-3939-2924</orcidid><oa>free_for_read</oa></addata></record> |
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subjects | blood platelets Blood Platelets - metabolism Cluster analysis Clustering Exocrine glands Female fibrosis Gene expression gene expression profiling Gene Expression Profiling - methods Humans immunoglobulin G4-related disease Immunoglobulin G4-Related Disease - blood Immunoglobulin G4-Related Disease - genetics Immunoglobulins Leukocytes Male Males Middle Aged Pathogenesis Patients platelet activation Scleroderma Software Transcriptome |
title | The Platelet-Specific Gene Signature in the Immunoglobulin G4-Related Disease Transcriptome |
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