Multimodal Profiling of Peripheral Blood Identifies Proliferating Circulating Effector CD4+ T Cells as Predictors for Response to Integrin α4β7-Blocking Therapy in Inflammatory Bowel Disease

Gastroenterology. 2025 Feb;168(2):327-343. doi: 10.1053/j.gastro.2024.09.021. Epub 2024 Sep 28.

Abstract

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.

Keywords: CD4(+) Memory T Cells; Cell Migration and Homing; Inflammatory Bowel Disease; Integrin α4β7; Machine Learning; Single-Cell Profiling; Therapy Response; Vedolizumab.

MeSH terms

  • Adult
  • Antibodies, Monoclonal, Humanized* / pharmacology
  • Antibodies, Monoclonal, Humanized* / therapeutic use
  • CD4-Positive T-Lymphocytes* / drug effects
  • CD4-Positive T-Lymphocytes* / immunology
  • Cell Proliferation* / drug effects
  • Colitis, Ulcerative* / blood
  • Colitis, Ulcerative* / drug therapy
  • Colitis, Ulcerative* / immunology
  • Crohn Disease* / blood
  • Crohn Disease* / diagnosis
  • Crohn Disease* / drug therapy
  • Crohn Disease* / immunology
  • Female
  • Flow Cytometry
  • Gastrointestinal Agents* / therapeutic use
  • Humans
  • Immunologic Memory / drug effects
  • Inflammatory Bowel Diseases* / blood
  • Inflammatory Bowel Diseases* / drug therapy
  • Inflammatory Bowel Diseases* / immunology
  • Integrins* / antagonists & inhibitors
  • Integrins* / immunology
  • Machine Learning
  • Male
  • Middle Aged
  • Phenotype
  • Predictive Value of Tests
  • Prospective Studies
  • Proteomics
  • Th17 Cells / drug effects
  • Th17 Cells / immunology
  • Treatment Outcome

Substances

  • vedolizumab
  • Antibodies, Monoclonal, Humanized
  • Integrins
  • integrin alpha4beta7
  • Gastrointestinal Agents