Department of Gastroenterology and Hepatology, University Hospitals Leuven, KU Leuven, Leuven, Belgium; Translational Research Center for Gastrointestinal Disorders, Department of Chronic Disease, Metabolism and Ageing, KU Leuven, Leuven, Belgium.
Laboratory for Complex Genetics, Department of Human Genetics, KU Leuven, Leuven, Belgium.
Clin Gastroenterol Hepatol. 2020 May;18(5):1142-1151.e10. doi: 10.1016/j.cgh.2019.08.030. Epub 2019 Aug 22.
BACKGROUND & AIMS: We aimed to identify biomarkers that might be used to predict responses of patients with inflammatory bowel diseases (IBD) to vedolizumab therapy.
We obtained biopsies from inflamed colon of patients with IBD who began treatment with vedolizumab (n = 31) or tumor necrosis factor (TNF) antagonists (n = 20) and performed RNA-sequencing analyses. We compared gene expression patterns between patients who did and did not enter endoscopic remission (absence of ulcerations at month 6 for patients with Crohn's disease or Mayo endoscopic subscore ≤1 at week 14 for patients with ulcerative colitis) and performed pathway analysis and cell deconvolution for training (n = 20) and validation (n = 11) datasets. Colon biopsies were also analyzed by immunohistochemistry. We validated a baseline gene expression pattern associated with endoscopic remission after vedolizumab therapy using 3 independent datasets (n = 66).
We identified significant differences in expression levels of 44 genes between patients who entered remission after vedolizumab and those who did not; we found significant increases in leukocyte migration in colon tissues from patients who did not enter remission (P < .006). Deconvolution methods identified a significant enrichment of monocytes (P = .005), M1-macrophages (P = .05), and CD4+ T cells (P = .008) in colon tissues from patients who did not enter remission, whereas colon tissues from patients in remission had higher numbers of naïve B cells before treatment (P = .05). Baseline expression levels of PIWIL1, MAATS1, RGS13, and DCHS2 identified patients who did vs did not enter remission with 80% accuracy in the training set and 100% accuracy in validation dataset 1. We validated these findings in the 3 independent datasets by microarray, RNA sequencing and quantitative PCR analysis (P = .003). Expression levels of these 4 genes did not associate with response to anti-TNF agents. We confirmed the presence of proteins encoded by mRNAs using immunohistochemistry.
We identified 4 genes whose baseline expression levels in colon tissues of patients with IBD associate with endoscopic remission after vedolizumab, but not anti-TNF, treatment. We validated this signature in 4 independent datasets and also at the protein level. Studies of these genes might provide insights into the mechanisms of action of vedolizumab.
我们旨在确定生物标志物,以预测炎症性肠病(IBD)患者对 vedolizumab 治疗的反应。
我们从开始接受 vedolizumab(n=31)或肿瘤坏死因子(TNF)拮抗剂治疗的 IBD 患者的炎症性结肠中获取活检,并进行 RNA 测序分析。我们比较了在第 6 个月没有内镜缓解(克罗恩病患者无溃疡或溃疡性结肠炎患者第 14 周 Mayo 内镜亚评分≤1)和第 14 周没有内镜缓解的患者之间的基因表达模式,并进行了通路分析和细胞去卷积分析用于训练(n=20)和验证(n=11)数据集。还通过免疫组织化学分析对结肠活检进行了分析。我们使用 3 个独立数据集(n=66)验证了与 vedolizumab 治疗后内镜缓解相关的基线基因表达模式。
我们在 vedolizumab 治疗后进入缓解的患者和未进入缓解的患者之间发现了 44 个基因表达水平的显著差异;我们发现未进入缓解的患者结肠组织中白细胞迁移显著增加(P<0.006)。去卷积方法鉴定出未进入缓解的患者的结肠组织中单核细胞(P=0.005)、M1 巨噬细胞(P=0.05)和 CD4+T 细胞(P=0.008)明显富集,而缓解的患者在治疗前有更多的幼稚 B 细胞(P=0.05)。PIWIL1、MAATS1、RGS13 和 DCHS2 的基线表达水平在训练集中以 80%的准确率识别出进入缓解的患者,在验证数据集 1 中以 100%的准确率识别出进入缓解的患者。我们通过微阵列、RNA 测序和定量 PCR 分析在 3 个独立的数据集验证了这些发现(P=0.003)。这些 4 个基因的表达水平与抗 TNF 治疗的反应无关。我们通过免疫组织化学证实了编码这些 mRNAs 的蛋白质的存在。
我们鉴定了 4 个基因,其在 IBD 患者结肠组织中的基线表达水平与 vedolizumab 治疗后的内镜缓解相关,但与抗 TNF 治疗无关。我们在 4 个独立数据集和蛋白质水平上验证了这个特征。对这些基因的研究可能为 vedolizumab 的作用机制提供见解。