Laser Capture Microscopy RNA Sequencing for Topological Mapping of Synovial Pathology During Rheumatoid Arthritis

Objective Rheumatoid arthritis (RA) is an autoimmune disease in which the joint lining or synovium becomes highly inflamed and majorly contributes to disease progression. Understanding pathogenic processes in RA synovium is critical for identifying therapeutic targets. We performed laser capture mic...

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Veröffentlicht in:Arthritis & rheumatology (Hoboken, N.J.) N.J.), 2024-08, Vol.76 (8), p.1243-1251
Hauptverfasser: Van Espen, Benjamin, Prideaux, E. Barton, Wilson, Andrew R., Machado, Camilla R. L., Sendo, Sho, Parker, James, Seumois, Grégory, Sacchetti, Cristiano, Belongia, Anna C., Perumal, Narayanan B., Vijayanand, Pandurangan, Linnik, Matthew D., Benschop, Robert J., Wang, Wei, Bottini, Nunzio, Firestein, Gary S., Stanford, Stephanie M.
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container_end_page 1251
container_issue 8
container_start_page 1243
container_title Arthritis & rheumatology (Hoboken, N.J.)
container_volume 76
creator Van Espen, Benjamin
Prideaux, E. Barton
Wilson, Andrew R.
Machado, Camilla R. L.
Sendo, Sho
Parker, James
Seumois, Grégory
Sacchetti, Cristiano
Belongia, Anna C.
Perumal, Narayanan B.
Vijayanand, Pandurangan
Linnik, Matthew D.
Benschop, Robert J.
Wang, Wei
Bottini, Nunzio
Firestein, Gary S.
Stanford, Stephanie M.
description Objective Rheumatoid arthritis (RA) is an autoimmune disease in which the joint lining or synovium becomes highly inflamed and majorly contributes to disease progression. Understanding pathogenic processes in RA synovium is critical for identifying therapeutic targets. We performed laser capture microscopy (LCM) followed by RNA sequencing (LCM‐RNAseq) to study regional transcriptomes throughout RA synovium. Methods Synovial lining, sublining, and vessel samples were captured by LCM from seven patients with RA and seven patients with osteoarthritis (OA). RNAseq was performed on RNA extracted from captured tissue. Principal component analysis was performed on the sample set by disease state. Differential expression analysis was performed between disease states based on log2 fold change and q value parameters. Pathway analysis was performed using the Reactome Pathway Database on differentially expressed genes among disease states. Significantly enriched pathways in each synovial region were selected based on the false discovery rate. Results RA and OA transcriptomes were distinguishable by principal component analysis. Pairwise comparisons of synovial lining, sublining, and vessel samples between RA and OA revealed substantial differences in transcriptional patterns throughout the synovium. Hierarchical clustering of pathways based on significance revealed a pattern of association between biologic function and synovial topology. Analysis of pathways uniquely enriched in each region revealed distinct phenotypic abnormalities. As examples, RA lining samples were marked by anomalous immune cell signaling, RA sublining samples were marked by aberrant cell cycle, and RA vessel samples were marked by alterations in heme scavenging. Conclusion LCM‐RNAseq confirms reported transcriptional differences between the RA synovium and the OA synovium and provides evidence supporting a relationship between synovial topology and molecular anomalies in RA.
doi_str_mv 10.1002/art.42853
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Barton ; Wilson, Andrew R. ; Machado, Camilla R. L. ; Sendo, Sho ; Parker, James ; Seumois, Grégory ; Sacchetti, Cristiano ; Belongia, Anna C. ; Perumal, Narayanan B. ; Vijayanand, Pandurangan ; Linnik, Matthew D. ; Benschop, Robert J. ; Wang, Wei ; Bottini, Nunzio ; Firestein, Gary S. ; Stanford, Stephanie M.</creator><creatorcontrib>Van Espen, Benjamin ; Prideaux, E. Barton ; Wilson, Andrew R. ; Machado, Camilla R. L. ; Sendo, Sho ; Parker, James ; Seumois, Grégory ; Sacchetti, Cristiano ; Belongia, Anna C. ; Perumal, Narayanan B. ; Vijayanand, Pandurangan ; Linnik, Matthew D. ; Benschop, Robert J. ; Wang, Wei ; Bottini, Nunzio ; Firestein, Gary S. ; Stanford, Stephanie M.</creatorcontrib><description>Objective Rheumatoid arthritis (RA) is an autoimmune disease in which the joint lining or synovium becomes highly inflamed and majorly contributes to disease progression. Understanding pathogenic processes in RA synovium is critical for identifying therapeutic targets. We performed laser capture microscopy (LCM) followed by RNA sequencing (LCM‐RNAseq) to study regional transcriptomes throughout RA synovium. Methods Synovial lining, sublining, and vessel samples were captured by LCM from seven patients with RA and seven patients with osteoarthritis (OA). RNAseq was performed on RNA extracted from captured tissue. Principal component analysis was performed on the sample set by disease state. Differential expression analysis was performed between disease states based on log2 fold change and q value parameters. Pathway analysis was performed using the Reactome Pathway Database on differentially expressed genes among disease states. Significantly enriched pathways in each synovial region were selected based on the false discovery rate. Results RA and OA transcriptomes were distinguishable by principal component analysis. Pairwise comparisons of synovial lining, sublining, and vessel samples between RA and OA revealed substantial differences in transcriptional patterns throughout the synovium. Hierarchical clustering of pathways based on significance revealed a pattern of association between biologic function and synovial topology. Analysis of pathways uniquely enriched in each region revealed distinct phenotypic abnormalities. As examples, RA lining samples were marked by anomalous immune cell signaling, RA sublining samples were marked by aberrant cell cycle, and RA vessel samples were marked by alterations in heme scavenging. Conclusion LCM‐RNAseq confirms reported transcriptional differences between the RA synovium and the OA synovium and provides evidence supporting a relationship between synovial topology and molecular anomalies in RA.</description><identifier>ISSN: 2326-5191</identifier><identifier>ISSN: 2326-5205</identifier><identifier>EISSN: 2326-5205</identifier><identifier>DOI: 10.1002/art.42853</identifier><identifier>PMID: 38556917</identifier><language>eng</language><publisher>Boston, USA: Wiley Periodicals, Inc</publisher><subject>Abnormalities ; Aged ; Arthritis ; Arthritis, Rheumatoid - genetics ; Arthritis, Rheumatoid - pathology ; Autoimmune diseases ; Cell cycle ; Cell signaling ; Cluster analysis ; Clustering ; Female ; Gene expression ; Gene Expression Profiling ; Gene sequencing ; Humans ; Immune system ; Inflammation ; Laser Capture Microdissection ; Male ; Microscopy ; Middle Aged ; Osteoarthritis ; Osteoarthritis - genetics ; Osteoarthritis - pathology ; Pattern analysis ; Principal Component Analysis ; Principal components analysis ; Rheumatoid arthritis ; Rheumatoid synovitis ; Ribonucleic acid ; RNA ; Scavenging ; Sequence Analysis, RNA ; Synovial Membrane - metabolism ; Synovial Membrane - pathology ; Therapeutic targets ; Topology ; Transcriptome ; Transcriptomes ; Vessels</subject><ispartof>Arthritis &amp; rheumatology (Hoboken, N.J.), 2024-08, Vol.76 (8), p.1243-1251</ispartof><rights>2024 American College of Rheumatology</rights><rights>2024 American College of Rheumatology.</rights><lds50>peer_reviewed</lds50><woscitedreferencessubscribed>false</woscitedreferencessubscribed><cites>FETCH-LOGICAL-c3133-6bef1c9e0a70dc96b5b862bce528798e4e4b1526bde7fb75bfe31fc86e3dda6b3</cites><orcidid>0000-0002-7193-341X ; 0000-0003-3495-960X ; 0000-0001-9025-7501 ; 0000-0003-0934-5462</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktopdf>$$Uhttps://onlinelibrary.wiley.com/doi/pdf/10.1002%2Fart.42853$$EPDF$$P50$$Gwiley$$H</linktopdf><linktohtml>$$Uhttps://onlinelibrary.wiley.com/doi/full/10.1002%2Fart.42853$$EHTML$$P50$$Gwiley$$H</linktohtml><link.rule.ids>314,776,780,1411,27901,27902,45550,45551</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/38556917$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Van Espen, Benjamin</creatorcontrib><creatorcontrib>Prideaux, E. Barton</creatorcontrib><creatorcontrib>Wilson, Andrew R.</creatorcontrib><creatorcontrib>Machado, Camilla R. L.</creatorcontrib><creatorcontrib>Sendo, Sho</creatorcontrib><creatorcontrib>Parker, James</creatorcontrib><creatorcontrib>Seumois, Grégory</creatorcontrib><creatorcontrib>Sacchetti, Cristiano</creatorcontrib><creatorcontrib>Belongia, Anna C.</creatorcontrib><creatorcontrib>Perumal, Narayanan B.</creatorcontrib><creatorcontrib>Vijayanand, Pandurangan</creatorcontrib><creatorcontrib>Linnik, Matthew D.</creatorcontrib><creatorcontrib>Benschop, Robert J.</creatorcontrib><creatorcontrib>Wang, Wei</creatorcontrib><creatorcontrib>Bottini, Nunzio</creatorcontrib><creatorcontrib>Firestein, Gary S.</creatorcontrib><creatorcontrib>Stanford, Stephanie M.</creatorcontrib><title>Laser Capture Microscopy RNA Sequencing for Topological Mapping of Synovial Pathology During Rheumatoid Arthritis</title><title>Arthritis &amp; rheumatology (Hoboken, N.J.)</title><addtitle>Arthritis Rheumatol</addtitle><description>Objective Rheumatoid arthritis (RA) is an autoimmune disease in which the joint lining or synovium becomes highly inflamed and majorly contributes to disease progression. Understanding pathogenic processes in RA synovium is critical for identifying therapeutic targets. We performed laser capture microscopy (LCM) followed by RNA sequencing (LCM‐RNAseq) to study regional transcriptomes throughout RA synovium. Methods Synovial lining, sublining, and vessel samples were captured by LCM from seven patients with RA and seven patients with osteoarthritis (OA). RNAseq was performed on RNA extracted from captured tissue. Principal component analysis was performed on the sample set by disease state. Differential expression analysis was performed between disease states based on log2 fold change and q value parameters. Pathway analysis was performed using the Reactome Pathway Database on differentially expressed genes among disease states. Significantly enriched pathways in each synovial region were selected based on the false discovery rate. Results RA and OA transcriptomes were distinguishable by principal component analysis. Pairwise comparisons of synovial lining, sublining, and vessel samples between RA and OA revealed substantial differences in transcriptional patterns throughout the synovium. Hierarchical clustering of pathways based on significance revealed a pattern of association between biologic function and synovial topology. Analysis of pathways uniquely enriched in each region revealed distinct phenotypic abnormalities. As examples, RA lining samples were marked by anomalous immune cell signaling, RA sublining samples were marked by aberrant cell cycle, and RA vessel samples were marked by alterations in heme scavenging. Conclusion LCM‐RNAseq confirms reported transcriptional differences between the RA synovium and the OA synovium and provides evidence supporting a relationship between synovial topology and molecular anomalies in RA.</description><subject>Abnormalities</subject><subject>Aged</subject><subject>Arthritis</subject><subject>Arthritis, Rheumatoid - genetics</subject><subject>Arthritis, Rheumatoid - pathology</subject><subject>Autoimmune diseases</subject><subject>Cell cycle</subject><subject>Cell signaling</subject><subject>Cluster analysis</subject><subject>Clustering</subject><subject>Female</subject><subject>Gene expression</subject><subject>Gene Expression Profiling</subject><subject>Gene sequencing</subject><subject>Humans</subject><subject>Immune system</subject><subject>Inflammation</subject><subject>Laser Capture Microdissection</subject><subject>Male</subject><subject>Microscopy</subject><subject>Middle Aged</subject><subject>Osteoarthritis</subject><subject>Osteoarthritis - genetics</subject><subject>Osteoarthritis - pathology</subject><subject>Pattern analysis</subject><subject>Principal Component Analysis</subject><subject>Principal components analysis</subject><subject>Rheumatoid arthritis</subject><subject>Rheumatoid synovitis</subject><subject>Ribonucleic acid</subject><subject>RNA</subject><subject>Scavenging</subject><subject>Sequence Analysis, RNA</subject><subject>Synovial Membrane - metabolism</subject><subject>Synovial Membrane - pathology</subject><subject>Therapeutic targets</subject><subject>Topology</subject><subject>Transcriptome</subject><subject>Transcriptomes</subject><subject>Vessels</subject><issn>2326-5191</issn><issn>2326-5205</issn><issn>2326-5205</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2024</creationdate><recordtype>article</recordtype><sourceid>EIF</sourceid><recordid>eNp10ctO3DAUBmCroiqIsugLVJbY0MWAL7ETL0dDuUgDVMN0HdnOCWOUiYOdtMrb4zDAAglvbB1_-mWfg9APSk4pIexMh_40Y4XgX9AB40zOBCNi7-1MFd1HRzE-krRUTiQR39A-L4SQiuYH6GmpIwS80F0_BMA3zgYfre9GvLqd43t4GqC1rn3AtQ947Tvf-AdndYNvdNdNdV_j-7H1_1yq_dH9ZgIjPh_CdLnawLDVvXcVnod-E1zv4nf0tdZNhKPX_RD9vfi9XlzNlneX14v5cmY55XwmDdTUKiA6J5VV0ghTSGYsCFbkqoAMMkMFk6aCvDa5MDVwWttCAq8qLQ0_RCe73C749IvYl1sXLTSNbsEPseSEqYJKkWWJHn-gj34IbXpdUoVQPCeKJPVrp6YWxQB12QW31WEsKSmnUZRpFOXLKJL9-Zo4mC1U7_Kt8Qmc7cB_18D4eVI5X613kc87AJQO</recordid><startdate>202408</startdate><enddate>202408</enddate><creator>Van Espen, Benjamin</creator><creator>Prideaux, E. 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L. ; Sendo, Sho ; Parker, James ; Seumois, Grégory ; Sacchetti, Cristiano ; Belongia, Anna C. ; Perumal, Narayanan B. ; Vijayanand, Pandurangan ; Linnik, Matthew D. ; Benschop, Robert J. ; Wang, Wei ; Bottini, Nunzio ; Firestein, Gary S. ; Stanford, Stephanie M.</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c3133-6bef1c9e0a70dc96b5b862bce528798e4e4b1526bde7fb75bfe31fc86e3dda6b3</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2024</creationdate><topic>Abnormalities</topic><topic>Aged</topic><topic>Arthritis</topic><topic>Arthritis, Rheumatoid - genetics</topic><topic>Arthritis, Rheumatoid - pathology</topic><topic>Autoimmune diseases</topic><topic>Cell cycle</topic><topic>Cell signaling</topic><topic>Cluster analysis</topic><topic>Clustering</topic><topic>Female</topic><topic>Gene expression</topic><topic>Gene Expression Profiling</topic><topic>Gene sequencing</topic><topic>Humans</topic><topic>Immune system</topic><topic>Inflammation</topic><topic>Laser Capture Microdissection</topic><topic>Male</topic><topic>Microscopy</topic><topic>Middle Aged</topic><topic>Osteoarthritis</topic><topic>Osteoarthritis - genetics</topic><topic>Osteoarthritis - pathology</topic><topic>Pattern analysis</topic><topic>Principal Component Analysis</topic><topic>Principal components analysis</topic><topic>Rheumatoid arthritis</topic><topic>Rheumatoid synovitis</topic><topic>Ribonucleic acid</topic><topic>RNA</topic><topic>Scavenging</topic><topic>Sequence Analysis, RNA</topic><topic>Synovial Membrane - metabolism</topic><topic>Synovial Membrane - pathology</topic><topic>Therapeutic targets</topic><topic>Topology</topic><topic>Transcriptome</topic><topic>Transcriptomes</topic><topic>Vessels</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Van Espen, Benjamin</creatorcontrib><creatorcontrib>Prideaux, E. 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Barton</au><au>Wilson, Andrew R.</au><au>Machado, Camilla R. L.</au><au>Sendo, Sho</au><au>Parker, James</au><au>Seumois, Grégory</au><au>Sacchetti, Cristiano</au><au>Belongia, Anna C.</au><au>Perumal, Narayanan B.</au><au>Vijayanand, Pandurangan</au><au>Linnik, Matthew D.</au><au>Benschop, Robert J.</au><au>Wang, Wei</au><au>Bottini, Nunzio</au><au>Firestein, Gary S.</au><au>Stanford, Stephanie M.</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Laser Capture Microscopy RNA Sequencing for Topological Mapping of Synovial Pathology During Rheumatoid Arthritis</atitle><jtitle>Arthritis &amp; rheumatology (Hoboken, N.J.)</jtitle><addtitle>Arthritis Rheumatol</addtitle><date>2024-08</date><risdate>2024</risdate><volume>76</volume><issue>8</issue><spage>1243</spage><epage>1251</epage><pages>1243-1251</pages><issn>2326-5191</issn><issn>2326-5205</issn><eissn>2326-5205</eissn><abstract>Objective Rheumatoid arthritis (RA) is an autoimmune disease in which the joint lining or synovium becomes highly inflamed and majorly contributes to disease progression. Understanding pathogenic processes in RA synovium is critical for identifying therapeutic targets. We performed laser capture microscopy (LCM) followed by RNA sequencing (LCM‐RNAseq) to study regional transcriptomes throughout RA synovium. Methods Synovial lining, sublining, and vessel samples were captured by LCM from seven patients with RA and seven patients with osteoarthritis (OA). RNAseq was performed on RNA extracted from captured tissue. Principal component analysis was performed on the sample set by disease state. Differential expression analysis was performed between disease states based on log2 fold change and q value parameters. Pathway analysis was performed using the Reactome Pathway Database on differentially expressed genes among disease states. Significantly enriched pathways in each synovial region were selected based on the false discovery rate. Results RA and OA transcriptomes were distinguishable by principal component analysis. Pairwise comparisons of synovial lining, sublining, and vessel samples between RA and OA revealed substantial differences in transcriptional patterns throughout the synovium. Hierarchical clustering of pathways based on significance revealed a pattern of association between biologic function and synovial topology. Analysis of pathways uniquely enriched in each region revealed distinct phenotypic abnormalities. As examples, RA lining samples were marked by anomalous immune cell signaling, RA sublining samples were marked by aberrant cell cycle, and RA vessel samples were marked by alterations in heme scavenging. Conclusion LCM‐RNAseq confirms reported transcriptional differences between the RA synovium and the OA synovium and provides evidence supporting a relationship between synovial topology and molecular anomalies in RA.</abstract><cop>Boston, USA</cop><pub>Wiley Periodicals, Inc</pub><pmid>38556917</pmid><doi>10.1002/art.42853</doi><tpages>9</tpages><orcidid>https://orcid.org/0000-0002-7193-341X</orcidid><orcidid>https://orcid.org/0000-0003-3495-960X</orcidid><orcidid>https://orcid.org/0000-0001-9025-7501</orcidid><orcidid>https://orcid.org/0000-0003-0934-5462</orcidid></addata></record>
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subjects Abnormalities
Aged
Arthritis
Arthritis, Rheumatoid - genetics
Arthritis, Rheumatoid - pathology
Autoimmune diseases
Cell cycle
Cell signaling
Cluster analysis
Clustering
Female
Gene expression
Gene Expression Profiling
Gene sequencing
Humans
Immune system
Inflammation
Laser Capture Microdissection
Male
Microscopy
Middle Aged
Osteoarthritis
Osteoarthritis - genetics
Osteoarthritis - pathology
Pattern analysis
Principal Component Analysis
Principal components analysis
Rheumatoid arthritis
Rheumatoid synovitis
Ribonucleic acid
RNA
Scavenging
Sequence Analysis, RNA
Synovial Membrane - metabolism
Synovial Membrane - pathology
Therapeutic targets
Topology
Transcriptome
Transcriptomes
Vessels
title Laser Capture Microscopy RNA Sequencing for Topological Mapping of Synovial Pathology During Rheumatoid Arthritis
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