Department of Applied Mathematics and Statistics, Stony Brook University, Stony Brook, New York, United States of America.
PLoS One. 2012;7(5):e37139. doi: 10.1371/journal.pone.0037139. Epub 2012 May 14.
Previous genome-wide expression studies have highlighted distinct gene expression patterns in inflammatory bowel disease (IBD) compared to control samples, but the interpretation of these studies has been limited by sample heterogeneity with respect to disease phenotype, disease activity, and anatomic sites. To further improve molecular classification of inflammatory bowel disease phenotypes we focused on a single anatomic site, the disease unaffected proximal ileal margin of resected ileum, and three phenotypes that were unlikely to overlap: ileal Crohn's disease (ileal CD), ulcerative colitis (UC), and control patients without IBD. Whole human genome (Agilent) expression profiling was conducted on two independent sets of disease-unaffected ileal samples collected from the proximal margin of resected ileum. Set 1 (47 ileal CD, 27 UC, and 25 Control non-IBD patients) was used as the training set and Set 2 was subsequently collected as an independent test set (10 ileal CD, 10 UC, and 10 control non-IBD patients). We compared the 17 gene signatures selected by four different feature-selection methods to distinguish ileal CD phenotype with non-CD phenotype. The four methods yielded different but overlapping solutions that were highly discriminating. All four of these methods selected FOLH1 as a common feature. This gene is an established biomarker for prostate cancer, but has not previously been associated with Crohn's disease. Immunohistochemical staining confirmed increased expression of FOLH1 in the ileal epithelium. These results provide evidence for convergent molecular abnormalities in the macroscopically disease unaffected proximal margin of resected ileum from ileal CD subjects.
先前的全基因组表达研究已经强调了炎症性肠病(IBD)与对照样本相比存在明显的基因表达模式,但这些研究的解释受到疾病表型、疾病活动度和解剖部位方面的样本异质性的限制。为了进一步改善炎症性肠病表型的分子分类,我们专注于单一解剖部位,即切除回肠的无疾病影响的近端回肠边缘,以及三种不太可能重叠的表型:回肠克罗恩病(回肠 CD)、溃疡性结肠炎(UC)和无 IBD 的对照患者。对从切除回肠的近端边缘收集的两个独立的无疾病影响的回肠样本进行了全人类基因组(Agilent)表达谱分析。第一组(47 例回肠 CD、27 例 UC 和 25 例非 IBD 对照患者)用作训练集,第二组随后作为独立测试集收集(10 例回肠 CD、10 例 UC 和 10 例非 IBD 对照患者)。我们比较了四种不同特征选择方法选择的 17 个基因特征,以区分回肠 CD 表型与非-CD 表型。这四种方法产生了不同但重叠的解决方案,具有高度的辨别力。所有这四种方法都选择了 FOLH1 作为共同特征。该基因是前列腺癌的既定生物标志物,但以前与克罗恩病无关。免疫组织化学染色证实 FOLH1 在回肠上皮中的表达增加。这些结果为来自回肠 CD 患者的切除回肠的无疾病影响的近端边缘存在趋同的分子异常提供了证据。