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炎症、腺瘤与癌症:利用基因表达特征对结肠活检标本进行客观分类

Inflammation, adenoma and cancer: objective classification of colon biopsy specimens with gene expression signature.

作者信息

Galamb Orsolya, Györffy Balázs, Sipos Ferenc, Spisák Sándor, Németh Anna Mária, Miheller Pál, Tulassay Zsolt, Dinya Elek, Molnár Béla

机构信息

2nd Department of Medicine, Semmelweis University, Budapest, Hungary.

出版信息

Dis Markers. 2008;25(1):1-16. doi: 10.1155/2008/586721.

DOI:10.1155/2008/586721
PMID:18776587
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC3827801/
Abstract

Gene expression analysis of colon biopsies using high-density oligonucleotide microarrays can contribute to the understanding of local pathophysiological alterations and to functional classification of adenoma (15 samples), colorectal carcinomas (CRC) (15) and inflammatory bowel diseases (IBD) (14). Total RNA was extracted, amplified and biotinylated from frozen colonic biopsies. Genome-wide gene expression profile was evaluated by HGU133plus2 microarrays and verified by RT-PCR. We applied two independent methods for data normalization and used PAM for feature selection. Leave one-out stepwise discriminant analysis was performed. Top validated genes included collagenIValpha1, lipocalin-2, calumenin, aquaporin-8 genes in CRC; CD44, met proto-oncogene, chemokine ligand-12, ADAM-like decysin-1 and ATP-binding casette-A8 genes in adenoma; and lipocalin-2, ubiquitin D and IFITM2 genes in IBD. Best differentiating markers between Ulcerative colitis and Crohn's disease were cyclin-G2; tripartite motif-containing-31; TNFR shedding aminopeptidase regulator-1 and AMICA. The discriminant analysis was able to classify the samples in overall 96.2% using 7 discriminatory genes (indoleamine-pyrrole-2,3-dioxygenase, ectodermal-neural cortex, TIMP3, fucosyltransferase-8, collectin sub-family member 12, carboxypeptidase D, and transglutaminase-2). Using routine biopsy samples we successfully performed whole genomic microarray analysis to identify discriminative signatures. Our results provide further insight into the pathophysiological background of colonic diseases. The results set up data warehouse which can be mined further.

摘要

使用高密度寡核苷酸微阵列对结肠活检组织进行基因表达分析,有助于理解局部病理生理改变以及腺瘤(15个样本)、结直肠癌(CRC,15个样本)和炎症性肠病(IBD,14个样本)的功能分类。从冷冻的结肠活检组织中提取、扩增并生物素化总RNA。通过HGU133plus2微阵列评估全基因组基因表达谱,并通过逆转录聚合酶链反应(RT-PCR)进行验证。我们应用两种独立的方法进行数据归一化,并使用预测分析方法(PAM)进行特征选择。进行留一法逐步判别分析。经充分验证的顶级基因包括:结直肠癌中的胶原蛋白I型α1、脂质运载蛋白-2、钙网蛋白、水通道蛋白-8基因;腺瘤中的CD44、原癌基因met、趋化因子配体-12、ADAM样去整合素-1和ATP结合盒-A8基因;以及炎症性肠病中的脂质运载蛋白-2、泛素D和干扰素诱导跨膜蛋白2基因。溃疡性结肠炎和克罗恩病之间的最佳鉴别标志物为细胞周期蛋白-G2、含三联基序蛋白-31、肿瘤坏死因子(TNFR)裂解氨基肽酶调节因子-1和AMICA。判别分析能够使用7个鉴别基因(吲哚胺-吡咯-2,3-双加氧酶、外胚层神经皮质、基质金属蛋白酶组织抑制因子3、岩藻糖基转移酶-8、凝集素亚家族成员12、羧肽酶D和转谷氨酰胺酶-2)将样本整体分类准确率达到96.2%。使用常规活检样本,我们成功进行了全基因组微阵列分析以识别鉴别特征。我们的结果为结肠疾病的病理生理背景提供了进一步的见解。这些结果建立了可进一步挖掘的数据仓库。