Spatial Single Cell Profiling Using Imaging Mass Cytometry: Inflammatory Versus Penetrating Crohn’s Disease
Abstract Background and Aims Fistula formation is a major complication in Crohn’s disease [CD] and the role of the immune cell compartment remains to be elucidated. Thus, we compared the immune cell compartment of CD fistula to inflammatory CD colitis using imaging mass cytometry [IMC] and immunoflu...
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creator | Lehmann, Malte Weixler, Benjamin Elezkurtaj, Sefer Loddenkemper, Christopher Kühl, Anja A Siegmund, Britta |
description | Abstract
Background and Aims
Fistula formation is a major complication in Crohn’s disease [CD] and the role of the immune cell compartment remains to be elucidated. Thus, we compared the immune cell compartment of CD fistula to inflammatory CD colitis using imaging mass cytometry [IMC] and immunofluorescence.
Methods
A 36-marker panel including structural, functional, and lineage markers for use in IMC was established. This panel was applied to analyse paraffin-embedded CD fistula tract [n = 11], CD colitis [n = 10], and colon samples from non-inflamed controls [n = 12]. Computational methods for cell segmentation, dimensionality reduction, and cell type clustering were used to define cell populations for cell frequency, marker distribution, and spatial neighbourhood analysis. Multiplex immunofluorescence was used for higher resolution spatial analysis.
Results
Analysis of cell frequencies in CD fistulas compared to CD colitis and control colonic samples revealed a significant increase in neutrophils, effector cytotoxic T cells, and inflammatory macrophages in CD fistula samples, whereas regulatory T cells were decreased. Neutrophils in CD fistula expressed significantly more matrix metalloproteinase 9 [MMP9], correlating with extracellular matrix remodelling. Neighbourhood analysis revealed a strong association between MMP9+ neutrophils and effector cytotoxic T cells in both CD fistulas and colitis.
Conclusions
This study presents the first highly multiplexed single cell analysis of the immune cell compartment of CD fistulas and their spatial context. It links immune cell dynamics, particularly MMP9+ neutrophils, to extracellular matrix remodelling in CD fistulas, offering insights into the complex network of cellular interactions and potential therapeutic targets for CD complications.
Graphical Abstract
Graphical Abstract |
doi_str_mv | 10.1093/ecco-jcc/jjae033 |
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Background and Aims
Fistula formation is a major complication in Crohn’s disease [CD] and the role of the immune cell compartment remains to be elucidated. Thus, we compared the immune cell compartment of CD fistula to inflammatory CD colitis using imaging mass cytometry [IMC] and immunofluorescence.
Methods
A 36-marker panel including structural, functional, and lineage markers for use in IMC was established. This panel was applied to analyse paraffin-embedded CD fistula tract [n = 11], CD colitis [n = 10], and colon samples from non-inflamed controls [n = 12]. Computational methods for cell segmentation, dimensionality reduction, and cell type clustering were used to define cell populations for cell frequency, marker distribution, and spatial neighbourhood analysis. Multiplex immunofluorescence was used for higher resolution spatial analysis.
Results
Analysis of cell frequencies in CD fistulas compared to CD colitis and control colonic samples revealed a significant increase in neutrophils, effector cytotoxic T cells, and inflammatory macrophages in CD fistula samples, whereas regulatory T cells were decreased. Neutrophils in CD fistula expressed significantly more matrix metalloproteinase 9 [MMP9], correlating with extracellular matrix remodelling. Neighbourhood analysis revealed a strong association between MMP9+ neutrophils and effector cytotoxic T cells in both CD fistulas and colitis.
Conclusions
This study presents the first highly multiplexed single cell analysis of the immune cell compartment of CD fistulas and their spatial context. It links immune cell dynamics, particularly MMP9+ neutrophils, to extracellular matrix remodelling in CD fistulas, offering insights into the complex network of cellular interactions and potential therapeutic targets for CD complications.
Graphical Abstract
Graphical Abstract</description><identifier>ISSN: 1873-9946</identifier><identifier>ISSN: 1876-4479</identifier><identifier>EISSN: 1876-4479</identifier><identifier>DOI: 10.1093/ecco-jcc/jjae033</identifier><identifier>PMID: 38465390</identifier><language>eng</language><publisher>UK: Oxford University Press</publisher><ispartof>Journal of Crohn's and colitis, 2024-08, Vol.18 (8), p.1305-1318</ispartof><rights>The Author(s) 2024. Published by Oxford University Press on behalf of European Crohn’s and Colitis Organisation. All rights reserved. For commercial re-use, please contact reprints@oup.com for reprints and translation rights for reprints. All other permissions can be obtained through our RightsLink service via the Permissions link on the article page on our site—for further information please contact journals.permissions@oup.com. 2024</rights><rights>The Author(s) 2024. Published by Oxford University Press on behalf of European Crohn’s and Colitis Organisation. All rights reserved. For permissions, please email: journals.permissions@oup.com.</rights><rights>The Author(s) 2024. Published by Oxford University Press on behalf of European Crohn’s and Colitis Organisation. All rights reserved. For commercial re-use, please contact reprints@oup.com for reprints and translation rights for reprints. All other permissions can be obtained through our RightsLink service via the Permissions link on the article page on our site—for further information please contact journals.permissions@oup.com.</rights><lds50>peer_reviewed</lds50><woscitedreferencessubscribed>false</woscitedreferencessubscribed><cites>FETCH-LOGICAL-c218t-e24060061ffd42458e736e01369433e80d3ac6b017d2488ece5979ab903f19563</cites><orcidid>0000-0002-0055-958X ; 0000-0002-3786-7375</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><link.rule.ids>314,776,780,1578,27903,27904</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/38465390$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Lehmann, Malte</creatorcontrib><creatorcontrib>Weixler, Benjamin</creatorcontrib><creatorcontrib>Elezkurtaj, Sefer</creatorcontrib><creatorcontrib>Loddenkemper, Christopher</creatorcontrib><creatorcontrib>Kühl, Anja A</creatorcontrib><creatorcontrib>Siegmund, Britta</creatorcontrib><creatorcontrib>TRR241 IBDome Consortium</creatorcontrib><title>Spatial Single Cell Profiling Using Imaging Mass Cytometry: Inflammatory Versus Penetrating Crohn’s Disease</title><title>Journal of Crohn's and colitis</title><addtitle>J Crohns Colitis</addtitle><description>Abstract
Background and Aims
Fistula formation is a major complication in Crohn’s disease [CD] and the role of the immune cell compartment remains to be elucidated. Thus, we compared the immune cell compartment of CD fistula to inflammatory CD colitis using imaging mass cytometry [IMC] and immunofluorescence.
Methods
A 36-marker panel including structural, functional, and lineage markers for use in IMC was established. This panel was applied to analyse paraffin-embedded CD fistula tract [n = 11], CD colitis [n = 10], and colon samples from non-inflamed controls [n = 12]. Computational methods for cell segmentation, dimensionality reduction, and cell type clustering were used to define cell populations for cell frequency, marker distribution, and spatial neighbourhood analysis. Multiplex immunofluorescence was used for higher resolution spatial analysis.
Results
Analysis of cell frequencies in CD fistulas compared to CD colitis and control colonic samples revealed a significant increase in neutrophils, effector cytotoxic T cells, and inflammatory macrophages in CD fistula samples, whereas regulatory T cells were decreased. Neutrophils in CD fistula expressed significantly more matrix metalloproteinase 9 [MMP9], correlating with extracellular matrix remodelling. Neighbourhood analysis revealed a strong association between MMP9+ neutrophils and effector cytotoxic T cells in both CD fistulas and colitis.
Conclusions
This study presents the first highly multiplexed single cell analysis of the immune cell compartment of CD fistulas and their spatial context. It links immune cell dynamics, particularly MMP9+ neutrophils, to extracellular matrix remodelling in CD fistulas, offering insights into the complex network of cellular interactions and potential therapeutic targets for CD complications.
Graphical Abstract
Graphical Abstract</description><issn>1873-9946</issn><issn>1876-4479</issn><issn>1876-4479</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2024</creationdate><recordtype>article</recordtype><recordid>eNptkD1PwzAQhi0EglLYmZBHJBRqxx-J2VD4qlREpVLWyHUvkCqJi50M3fgb_D1-CS4tiIHl7mQ_90r3IHRCyQUlig3AGBstjBksFhoIYzuoR9NERpwnavd7ZpFSXB6gQ-8XhAglknQfHbCUS8EU6aF6stRtqSs8KZuXCnAGVYXHzhZlFR7w1K_rsNYv6_6gvcfZqrU1tG51iYdNUem61q11K_wMzncej6EJnyEz8Jmzr83n-4fH16UH7eEI7RW68nC87X00vb15yu6j0ePdMLsaRSamaRtBzIkkRNKimPOYixQSJoFQJhVnDFIyZ9rIGaHJPOZpCgaESpSeKcIKqoRkfXS2yV06-9aBb_O69Cacphuwnc9jJUQshaAqoGSDGme9d1DkS1fW2q1ySvK15HwtOQ-S863ksHK6Te9mNcx_F36sBuB8A9hu-W9c9DfuC-YRirA</recordid><startdate>20240814</startdate><enddate>20240814</enddate><creator>Lehmann, Malte</creator><creator>Weixler, Benjamin</creator><creator>Elezkurtaj, Sefer</creator><creator>Loddenkemper, Christopher</creator><creator>Kühl, Anja A</creator><creator>Siegmund, Britta</creator><general>Oxford University Press</general><scope>NPM</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>7X8</scope><orcidid>https://orcid.org/0000-0002-0055-958X</orcidid><orcidid>https://orcid.org/0000-0002-3786-7375</orcidid></search><sort><creationdate>20240814</creationdate><title>Spatial Single Cell Profiling Using Imaging Mass Cytometry: Inflammatory Versus Penetrating Crohn’s Disease</title><author>Lehmann, Malte ; Weixler, Benjamin ; Elezkurtaj, Sefer ; Loddenkemper, Christopher ; Kühl, Anja A ; Siegmund, Britta</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c218t-e24060061ffd42458e736e01369433e80d3ac6b017d2488ece5979ab903f19563</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2024</creationdate><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Lehmann, Malte</creatorcontrib><creatorcontrib>Weixler, Benjamin</creatorcontrib><creatorcontrib>Elezkurtaj, Sefer</creatorcontrib><creatorcontrib>Loddenkemper, Christopher</creatorcontrib><creatorcontrib>Kühl, Anja A</creatorcontrib><creatorcontrib>Siegmund, Britta</creatorcontrib><creatorcontrib>TRR241 IBDome Consortium</creatorcontrib><collection>PubMed</collection><collection>CrossRef</collection><collection>MEDLINE - Academic</collection><jtitle>Journal of Crohn's and colitis</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Lehmann, Malte</au><au>Weixler, Benjamin</au><au>Elezkurtaj, Sefer</au><au>Loddenkemper, Christopher</au><au>Kühl, Anja A</au><au>Siegmund, Britta</au><aucorp>TRR241 IBDome Consortium</aucorp><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Spatial Single Cell Profiling Using Imaging Mass Cytometry: Inflammatory Versus Penetrating Crohn’s Disease</atitle><jtitle>Journal of Crohn's and colitis</jtitle><addtitle>J Crohns Colitis</addtitle><date>2024-08-14</date><risdate>2024</risdate><volume>18</volume><issue>8</issue><spage>1305</spage><epage>1318</epage><pages>1305-1318</pages><issn>1873-9946</issn><issn>1876-4479</issn><eissn>1876-4479</eissn><abstract>Abstract
Background and Aims
Fistula formation is a major complication in Crohn’s disease [CD] and the role of the immune cell compartment remains to be elucidated. Thus, we compared the immune cell compartment of CD fistula to inflammatory CD colitis using imaging mass cytometry [IMC] and immunofluorescence.
Methods
A 36-marker panel including structural, functional, and lineage markers for use in IMC was established. This panel was applied to analyse paraffin-embedded CD fistula tract [n = 11], CD colitis [n = 10], and colon samples from non-inflamed controls [n = 12]. Computational methods for cell segmentation, dimensionality reduction, and cell type clustering were used to define cell populations for cell frequency, marker distribution, and spatial neighbourhood analysis. Multiplex immunofluorescence was used for higher resolution spatial analysis.
Results
Analysis of cell frequencies in CD fistulas compared to CD colitis and control colonic samples revealed a significant increase in neutrophils, effector cytotoxic T cells, and inflammatory macrophages in CD fistula samples, whereas regulatory T cells were decreased. Neutrophils in CD fistula expressed significantly more matrix metalloproteinase 9 [MMP9], correlating with extracellular matrix remodelling. Neighbourhood analysis revealed a strong association between MMP9+ neutrophils and effector cytotoxic T cells in both CD fistulas and colitis.
Conclusions
This study presents the first highly multiplexed single cell analysis of the immune cell compartment of CD fistulas and their spatial context. It links immune cell dynamics, particularly MMP9+ neutrophils, to extracellular matrix remodelling in CD fistulas, offering insights into the complex network of cellular interactions and potential therapeutic targets for CD complications.
Graphical Abstract
Graphical Abstract</abstract><cop>UK</cop><pub>Oxford University Press</pub><pmid>38465390</pmid><doi>10.1093/ecco-jcc/jjae033</doi><tpages>14</tpages><orcidid>https://orcid.org/0000-0002-0055-958X</orcidid><orcidid>https://orcid.org/0000-0002-3786-7375</orcidid></addata></record> |
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title | Spatial Single Cell Profiling Using Imaging Mass Cytometry: Inflammatory Versus Penetrating Crohn’s Disease |
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