Article
作者: D’Haens, Geert ; Bacher, Petra ; Kühl, Anja A. ; Thurley, Kevin ; Sonnenberg, Elena ; Chang, Hyun-Dong ; Mantzivi, Eleni ; Bosch-Voskens, Caroline ; Mashreghi, Mir-Farzin ; Zundler, Sebastian ; Radbruch, Andreas ; Hegazy, Ahmed N ; Günther, Claudia ; Beule, Dieter ; Siegmund, Britta ; Ludwig, Leif S.-H. ; Scheffold, Alexander ; Schulzke, Jörg-Dieter ; Fritz, Konstantin ; Schürmann, Sebastian ; D'Haens, Geert ; Nguyen, Anke L. ; Obermayer, Benedikt ; Wirtz, Stefan ; Neurath, Markus ; Horn, Veronika ; Plattner, Christina ; Nguyen, Anke L ; Burns, Marie ; Siegmund, Britta ; Steinheuer, Lisa M ; Mei, Henrik E ; Trajanoski, Zlatko ; Trjanoski, Zlatko ; Weidinger, Carl ; Conrad, Thomas ; López-Posadas, Rocío ; Krug, Susanne ; Haag, Lea-Maxie ; Patankar, Jay ; Juhran, Kim Susan ; Schumann, Michael ; Schulz, Axel Ronald ; Saliutina, Mariia ; Triantafyllopoulou, Antigoni ; Britzen-Laurent, Nathalie ; Hildner, Kai ; Atreya, Imke ; Atreya, Raja ; Bojarski, Christian ; Flatz, Lukas ; Weidinger, Carl ; Cancino, Camila A. ; Prüß, Magdalena ; Oldenburg, Lotte ; Trajanoski, Zlatko ; Klose, Christoph S.N. ; Lissner, Donata ; Neufert, Clemens ; Leppkes, Moritz ; Romagnani, Chiara ; Becker, Christoph ; Steinheuer, Lisa Maria ; Stürzl, Michael ; Diefenbach, Andreas ; Sanders, Ashley ; Bösel, Diana ; Hegazy, Ahmed N. ; Ronchi, Francesca ; Waldner, Maximilian ; Koop, Kristina ; Thurley, Kevin ; Mei, Henrik E. ; Cancino, Camila A
BACKGROUND & AIMS:Despite the success of biological therapies in treating inflammatory bowel disease, managing patients remains challenging due to the absence of reliable predictors of therapy response.
METHODS:In this study, we prospectively sampled 2 cohorts of patients with inflammatory bowel disease receiving the anti-integrin α4β7 antibody vedolizumab. Samples were subjected to mass cytometry; single-cell RNA sequencing; single-cell B and T cell receptor sequencing (BCR/TCR-seq); serum proteomics; and multiparametric flow cytometry to comprehensively assess vedolizumab-induced immunologic changes in the peripheral blood and their potential associations with treatment response.
RESULTS:Vedolizumab treatment led to substantial alterations in the abundance of circulating immune cell lineages and modified the T-cell receptor diversity of gut-homing CD4+ memory T cells. Through integration of multimodal parameters and machine learning, we identified a significant increase in proliferating CD4+ memory T cells among nonresponders before treatment compared with responders. This predictive T-cell signature demonstrated an activated T-helper 1/T-helper 17 cell phenotype and exhibited elevated levels of integrin α4β1, potentially making these cells less susceptible to direct targeting by vedolizumab.
CONCLUSIONS:These findings provide a reliable predictive classifier with significant implications for personalized inflammatory bowel disease management.