血清生物标志物可在诊断前 5 年内识别出将要患上炎症性肠病的患者。
Serum Biomarkers Identify Patients Who Will Develop Inflammatory Bowel Diseases Up to 5 Years Before Diagnosis.
机构信息
Department of Medicine, Division of Gastroenterology, Icahn School of Medicine at Mount Sinai, New York, New York; Gastroenterology Division, Hospital Beatriz Ângelo, Loures, Lisbon, Portugal.
Department of Genetics and Genomic Sciences, Icahn School of Medicine, New York City, New York.
出版信息
Gastroenterology. 2020 Jul;159(1):96-104. doi: 10.1053/j.gastro.2020.03.007. Epub 2020 Mar 9.
BACKGROUND & AIMS: Biomarkers are needed to identify patients at risk for development of inflammatory bowel diseases. We aimed to identify serum biomarkers of Crohn's disease and ulcerative colitis that can be detected and quantified before diagnosis.
METHODS
We obtained serum samples from patients archived before a diagnosis of Crohn's disease (n = 200) or ulcerative colitis (n = 199), as well as from 200 healthy individuals (controls), collected from 1998 through 2013 as part of the US Defense Medical Surveillance System. We measured levels of antibodies against microbes (anti-Saccharomyces cerevisiae IgA or IgG, anti-Escherichiacoli outer membrane porin C, anti-CBir1, anti-flagellin 2, anti-flagellin X, and perinuclear anti-neutrophil cytoplasmic antibodies) and 1129 proteins in each sample. We then used functional principal component analysis to derive the time-varying trajectory for each marker, which then was used in a multivariate model to predict disease status. Predictive performances at different prediagnosis timepoints were evaluated using area under the receiver operating characteristic curves (AUROCs). Biological pathways that were up-regulated in serum from patients with Crohn's disease were identified based on changes in protein abundance at different time periods preceding diagnosis.
RESULTS
We identified a panel of 51 protein biomarkers that were predictive of Crohn's disease within 5 years with an AUROC of 0.76 and a diagnosis within 1 year with an AUROC of 0.87. Based on the proteins included in the panel, imminent development of CD was associated with changes in the complement cascade, lysosomes, innate immune response, and glycosaminoglycan metabolism. Serum antibodies and proteins identified patients who received a diagnosis of ulcerative colitis within 5 years with an AUROC of only 0.56 and within 1 year with an AUROC of 0.72.
CONCLUSIONS
We identified a panel of serum antibodies and proteins that were predictive of patients who will receive a diagnosis of Crohn's disease within 5 years with high accuracy. By contrast we did not identify biomarkers associated with future diagnosis of ulcerative colitis.
背景与目的
需要生物标志物来识别发生炎症性肠病的风险患者。我们旨在确定可在诊断前检测和定量的克罗恩病和溃疡性结肠炎的血清生物标志物。
方法
我们获得了 1998 年至 2013 年期间存档的 200 例克罗恩病(n=200)或溃疡性结肠炎(n=199)患者以及 200 例健康个体(对照)的血清样本。我们测量了每个样本中针对微生物的抗体(抗酿酒酵母 IgA 或 IgG、抗大肠埃希菌外膜孔蛋白 C、抗 CBir1、抗鞭毛蛋白 2、抗鞭毛蛋白 X 和核周抗中性粒细胞胞质抗体)和 1129 种蛋白质的水平。然后,我们使用功能主成分分析来得出每个标志物的时变轨迹,然后将其用于多变量模型以预测疾病状态。使用接收器工作特征曲线下面积(AUROC)评估不同预测前时间点的预测性能。基于诊断前不同时间段血清中蛋白质丰度的变化,鉴定出克罗恩病患者中上调的生物学途径。
结果
我们确定了一个由 51 种蛋白质生物标志物组成的小组,该小组在 5 年内对克罗恩病具有预测性,AUROC 为 0.76,1 年内的 AUROC 为 0.87。基于该小组中包含的蛋白质,CD 的即将发生与补体级联、溶酶体、先天免疫反应和糖胺聚糖代谢的变化有关。血清抗体和蛋白质可在 5 年内诊断出溃疡性结肠炎患者,AUROC 仅为 0.56,1 年内 AUROC 为 0.72。
结论
我们确定了一组血清抗体和蛋白质,它们可以准确预测在 5 年内将被诊断为克罗恩病的患者。相比之下,我们没有发现与溃疡性结肠炎未来诊断相关的生物标志物。