Yang X, Pratley R E, Tokraks S, Bogardus C, Permana P A
Lundberg Laboratory for Diabetes Research, Sahlgrenska University Hospital, Göteborg, Sweden.
Diabetologia. 2002 Nov;45(11):1584-93. doi: 10.1007/s00125-002-0905-7. Epub 2002 Aug 23.
AIMS/HYPOTHESIS: We carried out global transcript profiling to identify differentially expressed skeletal muscle genes in insulin resistance, a major risk factor for Type II (non-insulin-dependent) diabetes mellitus. This approach also complemented the ongoing genomic linkage analyses to identify genes linked to insulin resistance and diabetes in Pima Indians.
We compared gene expression profiles of skeletal muscle tissues from 18 insulin-sensitive versus 17 insulin-resistant equally obese, non-diabetic Pima Indians using oligonucleotide arrays consisting of about 40,600 transcripts of known genes and expressed sequence tags, and analysed the results with the Wilcoxon rank sum test. We verified the mRNA expression of ten differentially (best-ranked) and ten similarly (worst-ranked) genes using quantitative Real Time PCR.
There were 185 differentially expressed transcripts by the rank sum test. The differential expressions of two out of the ten best-ranked genes were confirmed and the similar expressions of all ten worst-ranked genes were reproduced.
CONCLUSION/INTERPRETATION: Of the 185 differentially expressed transcripts, 20 per cent were true positives and some could generate new hypotheses about the aetiology or pathophysiology of insulin resistance. Furthermore, differentially expressed genes in chromosomal regions with linkage to diabetes and insulin resistance serve as new diabetes susceptibility genes.
目的/假设:我们进行了全转录组分析,以鉴定胰岛素抵抗(II型(非胰岛素依赖型)糖尿病的主要危险因素)中差异表达的骨骼肌基因。该方法还补充了正在进行的基因组连锁分析,以鉴定与皮马印第安人胰岛素抵抗和糖尿病相关的基因。
我们使用由约40,600个已知基因转录本和表达序列标签组成的寡核苷酸阵列,比较了18名胰岛素敏感和17名胰岛素抵抗的同等肥胖、非糖尿病皮马印第安人的骨骼肌组织基因表达谱,并使用Wilcoxon秩和检验分析结果。我们使用定量实时PCR验证了十个差异(排名最靠前)和十个相似(排名最靠后)基因的mRNA表达。
通过秩和检验有185个差异表达的转录本。十个排名最靠前的基因中有两个的差异表达得到了证实,十个排名最靠后的基因的相似表达也得到了重现。
结论/解读:在185个差异表达的转录本中,20%为真阳性,其中一些可能会产生关于胰岛素抵抗病因或病理生理学的新假设。此外,在与糖尿病和胰岛素抵抗相关的染色体区域中差异表达的基因可作为新的糖尿病易感基因。