TY - JOUR
T1 - Identification of a Disease-Associated Network of Intestinal Immune Cells in Treatment-Naive Inflammatory Bowel Disease
AU - van Unen, Vincent
AU - Ouboter, Laura F.
AU - Li, Na
AU - Schreurs, Mette
AU - Abdelaal, Tamim
AU - Kooy-Winkelaar, Yvonne
AU - Beyrend, Guillaume
AU - Höllt, Thomas
AU - Maljaars, P. W.Jeroen
AU - Mearin, M. Luisa
AU - Mahfouz, Ahmed
AU - Witte, Anne M.C.
AU - Clemens, Cornelis H.M.
AU - Abraham, Sunje
AU - Escher, Johanna C.
AU - Lelieveldt, Boudewijn P.F.
AU - Pascutti, M. Fernanda
AU - van der Meulen – de Jong, Andrea E.
AU - Koning, Frits
PY - 2022
Y1 - 2022
N2 - 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.
AB - 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.
KW - Crohn’s disease
KW - CyTOF
KW - inflammatory bowel diseases
KW - intestinal immune cell network
KW - mass cytometry
KW - mucosal immunology
KW - single-cell analysis
KW - ulcerative colitis
UR - http://www.scopus.com/inward/record.url?scp=85134033332&partnerID=8YFLogxK
U2 - 10.3389/fimmu.2022.893803
DO - 10.3389/fimmu.2022.893803
M3 - Article
C2 - 35812429
AN - SCOPUS:85134033332
VL - 13
JO - Frontiers in Immunology
JF - Frontiers in Immunology
SN - 1664-3224
M1 - 893803
ER -