Large-scale proteomics identifies a pretreatment Crohn's disease core proteome and a dynamic signature for anti-TNF response.

IF 5.5 3区 医学 Q1 GASTROENTEROLOGY & HEPATOLOGY
Rebekah Karns, Jeffrey S Hyams, Brendan M Boyle, Joshua D Noe, Kimberly Jackson, Kimberly Lynch, Mary Kate Ewalt, Alex Nasr, Thomas Aviles, Lee A Denson, Phillip Minar
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引用次数: 0

Abstract

Background: With modest rates of endoscopic remission to anti-TNF biologics in children with moderate-to-severe Crohn's disease (CD), there is a critical need to develop noninvasive biomarkers associated with anti-TNF response. We performed a comprehensive proteomic evaluation to identify peripheral-blood candidate biomarkers for anti-TNF response.

Methods: The ENvISION study enrolled patients (2-19 years old) with CD prior to starting infliximab or adalimumab with outcomes prospectively monitored at Month 3 (M3) and Month 12 (M12). The SomaScan® (Somalogic, Boulder, CO, 7322 analytes) was performed prior to anti-TNF treatment (baseline) at M3 and M12. Endoscopic remission was assessed at M12 (simple endoscopic score-CD < 3).

Results: Eighty patients with CD were enrolled with the CD Core Proteome developed from 61 prednisone-naive CD and 30 healthy controls. We identified 2999 differentially abundant proteins, 1403 with lower abundance and 1596 with higher abundance (FDR < 0.05). The CD Core Proteome was then compared across the three timepoints (baseline, M3 and M12) and we found that at both M3 and M12, the Core Proteome dysregulation retains strong identity with the baseline protein signal (β = .7, P < .001; β = .63, P < .001, respectively). Although the proteome exhibits change over time, it does not revert to a control-like state; rather, it transitions to a distinct "treated CD" proteome. In an exploratory investigation of the change in (delta) protein abundance from baseline to M3, we identified 132 proteins nominally associated with M12 endoscopic remission (P < .01). Using elastic net regression, we identified a three-protein panel (IRF1, NEUROG1, and APOA5) associated with M12 endoscopic remission (AUROC 0.94, 95% CI 0.88-1.0).

Conclusions: In an exploratory investigation, we identified a CD Core Proteome and three-protein panel whose early changes were associated with M12 endoscopic remission, supporting their use as early pharmacodynamic response markers following external validation.

大规模蛋白质组学鉴定了预处理克罗恩病核心蛋白质组和抗tnf反应的动态特征。
背景:随着中重度克罗恩病(CD)患儿抗tnf生物制剂的内镜缓解率适中,迫切需要开发与抗tnf反应相关的无创生物标志物。我们进行了全面的蛋白质组学评估,以确定抗tnf反应的外周血候选生物标志物。方法:ENvISION研究纳入了在使用英夫利昔单抗或阿达木单抗之前患有CD的患者(2-19岁),并在第3个月(M3)和第12个月(M12)前瞻性监测结果。在M3和M12抗tnf治疗(基线)之前进行SomaScan®(Somalogic, Boulder, CO . 7322 analytes)检测。内镜下缓解评估为M12(简单内镜评分- cd < 3)。结果:80名乳糜泻患者加入了乳糜泻核心蛋白质组,这些蛋白质组来自61名未经强的松治疗的乳糜泻患者和30名健康对照者。共鉴定出2999个差异丰度蛋白,1403个低丰度蛋白和1596个高丰度蛋白(FDR < 0.05)。然后将CD核心蛋白质组在三个时间点(基线,M3和M12)进行比较,我们发现在M3和M12,核心蛋白质组失调与基线蛋白质信号保持强烈的一致性(β =)。7, p < .001;β =。63, P < 0.001)。尽管蛋白质组表现出随时间的变化,但它不会恢复到类似控制的状态;相反,它会转变为一种独特的“处理过的乳糜泻”蛋白质组。在一项从基线到M3的(δ)蛋白丰度变化的探索性研究中,我们发现了132种名义上与M12内镜缓解相关的蛋白(P < 0.01)。使用弹性网回归,我们确定了与M12内镜下缓解相关的三蛋白组(IRF1, NEUROG1和APOA5) (AUROC 0.94, 95% CI 0.88-1.0)。结论:在一项探索性研究中,我们确定了一个CD核心蛋白质组和三个蛋白质组,它们的早期变化与M12内窥镜缓解有关,支持它们在外部验证后作为早期药效学反应标志物的使用。
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来源期刊
Inflammatory Bowel Diseases
Inflammatory Bowel Diseases 医学-胃肠肝病学
CiteScore
9.70
自引率
6.10%
发文量
462
审稿时长
1 months
期刊介绍: Inflammatory Bowel Diseases® supports the mission of the Crohn''s & Colitis Foundation by bringing the most impactful and cutting edge clinical topics and research findings related to inflammatory bowel diseases to clinicians and researchers working in IBD and related fields. The Journal is committed to publishing on innovative topics that influence the future of clinical care, treatment, and research.
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