Identification of a Disease-Associated Network of Intestinal Immune Cells in Treatment-Naive Inflammatory Bowel Disease

Journal Article (2022)
Author(s)

Vincent van Unen (Leiden University Medical Center, Stanford University School of Medicine)

Laura F. Ouboter (Leiden University Medical Center)

Na Li (Leiden University Medical Center)

Mette Schreurs (Leiden University Medical Center)

Tamim Abdelaal (TU Delft - Pattern Recognition and Bioinformatics)

Yvonne Kooy-Winkelaar (Leiden University Medical Center)

Guillaume Beyrend (Leiden University Medical Center)

T. Höllt (Leiden University Medical Center, TU Delft - Computer Graphics and Visualisation)

P. W.Jeroen Maljaars (Leiden University Medical Center)

M. Luisa Mearin (Leiden University Medical Center)

A.M.E.T.A. Mahfouz (TU Delft - Pattern Recognition and Bioinformatics, Leiden University Medical Center)

Anne M.C. Witte (Alrijne Ziekenhuis)

Cornelis H.M. Clemens (Alrijne Ziekenhuis)

Sunje Abraham (Alrijne Ziekenhuis)

Johanna C. Escher (Erasmus MC)

Boudewijn P.F. Lelieveldt (Leiden University Medical Center, TU Delft - Pattern Recognition and Bioinformatics)

M. Fernanda Pascutti (Leiden University Medical Center)

Andrea E. van der Meulen – de Jong (Leiden University Medical Center)

Frits Koning (Leiden University Medical Center)

Research Group
Pattern Recognition and Bioinformatics
Copyright
© 2022 Vincent van Unen, Laura F. Ouboter, Na Li, Mette Schreurs, T.R.M. Abdelaal, Yvonne Kooy-Winkelaar, Guillaume Beyrend, T. Höllt, P. W.Jeroen Maljaars, M. Luisa Mearin, A.M.E.T.A. Mahfouz, Anne M.C. Witte, Cornelis H.M. Clemens, Sunje Abraham, Johanna C. Escher, B.P.F. Lelieveldt, M. Fernanda Pascutti, Andrea E. van der Meulen – de Jong, Frits Koning
DOI related publication
https://doi.org/10.3389/fimmu.2022.893803
More Info
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Publication Year
2022
Language
English
Copyright
© 2022 Vincent van Unen, Laura F. Ouboter, Na Li, Mette Schreurs, T.R.M. Abdelaal, Yvonne Kooy-Winkelaar, Guillaume Beyrend, T. Höllt, P. W.Jeroen Maljaars, M. Luisa Mearin, A.M.E.T.A. Mahfouz, Anne M.C. Witte, Cornelis H.M. Clemens, Sunje Abraham, Johanna C. Escher, B.P.F. Lelieveldt, M. Fernanda Pascutti, Andrea E. van der Meulen – de Jong, Frits Koning
Research Group
Pattern Recognition and Bioinformatics
Volume number
13
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Abstract

Chronic intestinal inflammation underlies inflammatory bowel disease (IBD). Previous studies indicated alterations in the cellular immune system; however, it has been challenging to interrogate the role of all immune cell subsets simultaneously. Therefore, we aimed to identify immune cell types associated with inflammation in IBD using high-dimensional mass cytometry. We analyzed 188 intestinal biopsies and paired blood samples of newly-diagnosed, treatment-naive patients (n=42) and controls (n=26) in two independent cohorts. We applied mass cytometry (36-antibody panel) to resolve single cells and analyzed the data with unbiased Hierarchical-SNE. In addition, imaging-mass cytometry (IMC) was performed to reveal the spatial distribution of the immune subsets in the tissue. We identified 44 distinct immune subsets. Correlation network analysis identified a network of inflammation-associated subsets, including HLA-DR+CD38+ EM CD4+ T cells, T regulatory-like cells, PD1+ EM CD8+ T cells, neutrophils, CD27+ TCRγδ cells and NK cells. All disease-associated subsets were validated in a second cohort. This network was abundant in a subset of patients, independent of IBD subtype, severity or intestinal location. Putative disease-associated CD4+ T cells were detectable in blood. Finally, imaging-mass cytometry revealed the spatial colocalization of neutrophils, memory CD4+ T cells and myeloid cells in the inflamed intestine. Our study indicates that a cellular network of both innate and adaptive immune cells colocalizes in inflamed biopsies from a subset of patients. These results contribute to dissecting disease heterogeneity and may guide the development of targeted therapeutics in IBD.