Inflammatory Bowel Disease--comprised of Crohn's Disease and Ulcerative Colitis (UC)--is a complex, multi-factorial inflammatory disorder of the gastrointestinal tract. In this study we have explored the utility of naturally occurring circulating miRNAs as potential blood-based biomarkers for non-invasive prediction of UC incidences. Whole genome maps of circulating miRNAs in micro-vesicles, Peripheral Blood Mononuclear Cells and platelets have been constructed from a cohort of 20 UC patients and 20 normal individuals. Through Significance Analysis of Microarrays, a signature of 31 differentially expressed platelet-derived miRNAs has been identified and biomarker performance estimated through a non-probabilistic binary linear classification using Support Vector Machines. Through this approach, classifier measurements reveal a predictive score of 92.8% accuracy, 96.2% specificity and 89.5% sensitivity in distinguishing UC patients from normal individuals. Additionally, the platelet-derived biomarker signature can be validated at 88% accuracy through qPCR assays, and a majority of the miRNAs in this panel can be demonstrated to sub-stratify into 4 highly correlated intensity based clusters. Analysis of predicted targets of these biomarkers reveal an enrichment of pathways associated with cytoskeleton assembly, transport, membrane permeability and regulation of transcription factors engaged in a variety of regulatory cascades that are consistent with a cell-mediated immune response model of intestinal inflammation. Interestingly, comparison of the miRNA biomarker panel and genetic loci implicated in IBD through genome-wide association studies identifies a physical linkage between hsa-miR-941 and a UC susceptibility loci located on Chr 20. Taken together, analysis of these expression maps outlines a promising catalog of novel platelet-derived miRNA biomarkers of clinical utility and provides insight into the potential biological function of these candidates in disease pathogenesis.
Genome-wide maps of circulating miRNA biomarkers for ulcerative colitis.
溃疡性结肠炎循环 miRNA 生物标志物的全基因组图谱
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作者:Duttagupta Radha, DiRienzo Sharon, Jiang Rong, Bowers Jessica, Gollub Jeremy, Kao Jessica, Kearney Keith, Rudolph David, Dawany Noor B, Showe Michael K, Stamato Tom, Getts Robert C, Jones Keith W
| 期刊: | PLoS One | 影响因子: | 2.600 |
| 时间: | 2012 | 起止号: | 2012;7(2):e31241 |
| doi: | 10.1371/journal.pone.0031241 | 研究方向: | 免疫/内分泌 |
| 疾病类型: | 肠炎 | ||
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