Yau Yunki Y, Leong Rupert W L, Pudipeddi Aviv, Redmond Diane, Wasinger Valerie C
From the: ‡Bioanalytical Mass Spectrometry Facility, Mark Wainwright Analytical Centre, The University of New South Wales, Sydney, NSW 2052 Australia.
§Concord Repatriation General Hospital, Gastroenterology and Liver Services, Hospital Rd, Concord, NSW 2139 Australia.
Mol Cell Proteomics. 2017 Jul;16(7):1244-1257. doi: 10.1074/mcp.M116.066506. Epub 2017 May 10.
Crohn's Disease (CD) is a relapsing inflammation of the gastrointestinal tract that affects a young working age population and is increasing in developing countries. Half of all sufferers will experience stricturing or fistulizing intestinal complications that require extensive surgical interventions and neither genes nor clinical risk factors can predict this debilitating natural history. We applied discovery and verification phase studies as part of an NCI-FDA modeled biomarker pipeline to identify differences in the low-mass (<25kDa) blood-serum proteome between CD behavioral phenotypes. A significant enrichment of epithelial component proteins was identified in CD patients with intestinal complications using quantitative proteomic profiling with label-free Liquid Chromatography-Tandem Mass Spectrometry (LC-MS/MS). DAVID 6.7 (NIH) was used for functional annotation analysis of detected proteins and immunoblotting and multiple reaction monitoring (MRM) to verify findings in a secondary independent cohort of complicated CD (CCD), uncomplicated inflammatory CD (ICD), Th1/17 pathway inflammation controls (rheumatoid arthritis), inflammatory bowel disease controls (ulcerative colitis), and healthy controls. Seventy-six high-confidence serum proteins were modulated in CCD ICD by LC-MS/MS ( < 0.05, FDR <0.01), annotating to pathways of epithelial barrier homeostasis ( < 0.01). In verification phase, a putative serology panel developed from discovery proteomics data consisting of desmoglein-1, desmoplakin, and fatty acid-binding protein 5 (FABP5) distinguished CCD from all other groups ( = 0.041) and discriminated complication in CD (70% sensitivity and 72.5% specificity at score ≥1.907, AUC = 0.777, = 0.007). An MRM assay secondarily confirmed increased FABP5 levels in CCD ( < 0.001). In a longitudinal subanalysis-cohort, FABP5 levels were stable over a two-month period with no behavioral changes ( = 0.099). These studies along the biomarker development pipeline provide substantial proof-of-principle that a blood test can be developed specific to transmural intestinal injury. Data are available via the PRIDE proteomics data repository under identifier PXD001821 and PeptideAtlas with identifier PASS00661.
克罗恩病(CD)是一种胃肠道复发性炎症,影响年轻的工作年龄人群,且在发展中国家呈上升趋势。所有患者中有一半会出现肠道狭窄或瘘管等并发症,需要进行广泛的手术干预,而基因和临床风险因素均无法预测这种使人衰弱的自然病程。我们将发现阶段和验证阶段的研究作为美国国立癌症研究所(NCI)-美国食品药品监督管理局(FDA)模式化生物标志物流程的一部分,以识别CD行为表型之间低质量(<25kDa)血清蛋白质组的差异。通过使用无标记液相色谱-串联质谱(LC-MS/MS)的定量蛋白质组学分析,在患有肠道并发症的CD患者中鉴定出上皮成分蛋白的显著富集。使用DAVID 6.7(美国国立卫生研究院)对检测到的蛋白质进行功能注释分析,并通过免疫印迹和多反应监测(MRM)在复杂CD(CCD)、非复杂炎症性CD(ICD)、Th1/17途径炎症对照(类风湿性关节炎)、炎症性肠病对照(溃疡性结肠炎)和健康对照的第二个独立队列中验证结果。通过LC-MS/MS在CCD与ICD中调节了76种高可信度血清蛋白(P<0.05,FDR<0.01),注释到上皮屏障稳态途径(P<0.01)。在验证阶段,由发现蛋白质组学数据开发的一个假定血清学检测组,由桥粒芯糖蛋白-1、桥粒斑蛋白和脂肪酸结合蛋白5(FABP5)组成,可将CCD与所有其他组区分开来(P = 0.041),并可区分CD中的并发症(在得分≥1.907时灵敏度为70%,特异性为72.5%,AUC = 0.777,P = 0.007)。MRM检测再次证实CCD中FABP5水平升高(P<0.001)。在一个纵向亚分析队列中,FABP5水平在两个月内保持稳定,行为无变化(P = 0.099)。沿着生物标志物开发流程进行的这些研究提供了充分的原理证明,即可以开发一种针对透壁性肠道损伤的血液检测方法。数据可通过标识符为PXD001821的PRIDE蛋白质组学数据储存库和标识符为PASS00661的PeptideAtlas获得。