Horn Veronika, Cancino Camila A, Steinheuer Lisa M, Obermayer Benedikt, Fritz Konstantin, Nguyen Anke L, Juhran Kim Susan, Plattner Christina, Bösel Diana, Oldenburg Lotte, Burns Marie, Schulz Axel Ronald, Saliutina Mariia, Mantzivi Eleni, Lissner Donata, Conrad Thomas, Mashreghi Mir-Farzin, Zundler Sebastian, Sonnenberg Elena, Schumann Michael, Haag Lea-Maxie, Beule Dieter, Flatz Lukas, Trajanoski Zlatko, D'Haens Geert, Weidinger Carl, Mei Henrik E, Siegmund Britta, Thurley Kevin, Hegazy Ahmed N
Charité-Universitätsmedizin Berlin, corporate member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Department of Gastroenterology, Infectious Diseases and Rheumatology, Berlin, Germany; Deutsches Rheuma-Forschungszentrum, ein Institut der Leibniz-Gemeinschaft, Berlin, Germany.
Institute of Experimental Oncology, Biomathematics Division, University Hospital Bonn, Bonn, Germany.
Gastroenterology. 2025 Feb;168(2):327-343. doi: 10.1053/j.gastro.2024.09.021. Epub 2024 Sep 28.
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.
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.
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.
These findings provide a reliable predictive classifier with significant implications for personalized inflammatory bowel disease management.
尽管生物疗法在治疗炎症性肠病方面取得了成功,但由于缺乏可靠的治疗反应预测指标,对患者的管理仍然具有挑战性。
在本研究中,我们前瞻性地对2组接受抗整合素α4β7抗体维多珠单抗治疗的炎症性肠病患者进行了采样。对样本进行了质谱流式细胞术、单细胞RNA测序、单细胞B和T细胞受体测序(BCR/TCR-seq)、血清蛋白质组学以及多参数流式细胞术,以全面评估维多珠单抗诱导的外周血免疫变化及其与治疗反应的潜在关联。
维多珠单抗治疗导致循环免疫细胞谱系丰度发生显著改变,并改变了肠道归巢CD4记忆T细胞的T细胞受体多样性。通过整合多模态参数和机器学习,我们发现与反应者相比,无反应者在治疗前增殖性CD4记忆T细胞显著增加。这种预测性T细胞特征表现为活化的辅助性T细胞1/辅助性T细胞17细胞表型,并且整合素α4β1水平升高,这可能使这些细胞更不易被维多珠单抗直接靶向。
这些发现提供了一种可靠的预测分类器,对个性化炎症性肠病管理具有重要意义。