Department of Neurology and the MIND Institute, University of California at Davis, Sacramento, CA 95817, USA.
Ann Neurol. 2011 Sep;70(3):477-85. doi: 10.1002/ana.22497. Epub 2011 Jul 27.
Determining which small deep infarcts (SDIs) are of lacunar, arterial, or cardioembolic etiology is challenging, but important in delivering optimal stroke prevention therapy. We sought to distinguish lacunar from nonlacunar causes of SDIs using a gene expression profile.
A total of 184 ischemic strokes were analyzed. Lacunar stroke was defined as a lacunar syndrome with infarction <15mm in a region supplied by penetrating arteries. RNA from blood was processed on whole genome microarrays. Genes differentially expressed between lacunar (n = 30) and nonlacunar strokes (n = 86) were identified (false discovery rate ≤ 0.05, fold change >|1.5|) and used to develop a prediction model. The model was evaluated by cross-validation and in a second test cohort (n = 36). The etiology of SDIs of unclear cause (SDIs ≥ 15mm or SDIs with potential embolic source) (n = 32) was predicted using the derived model.
A 41-gene profile discriminated lacunar from nonlacunar stroke with >90% sensitivity and specificity. Of the 32 SDIs of unclear cause, 15 were predicted to be lacunar, and 17 were predicted to be nonlacunar. The identified profile represents differences in immune response between lacunar and nonlacunar stroke.
Profiles of differentially expressed genes can distinguish lacunar from nonlacunar stroke. SDIs of unclear cause were frequently predicted to be of nonlacunar etiology, suggesting that comprehensive workup of SDIs is important to identify potential cardioembolic and arterial causes. Further study is required to evaluate the gene profile in an independent cohort and determine the clinical and treatment implications of SDIs of predicted nonlacunar etiology.
确定哪些小深部梗死(SDI)是腔隙性、动脉性或心源性病因具有挑战性,但在提供最佳卒中预防治疗方面很重要。我们试图使用基因表达谱来区分 SDI 的腔隙性和非腔隙性病因。
共分析了 184 例缺血性卒中。腔隙性卒中定义为穿支动脉供血区<15mm 的梗死伴腔隙综合征。对血液中的 RNA 进行全基因组微阵列处理。通过假发现率≤0.05,倍数变化> | 1.5 |,确定腔隙性(n=30)和非腔隙性卒中(n=86)之间差异表达的基因,并用于开发预测模型。该模型通过交叉验证和第二个测试队列(n=36)进行评估。使用推导的模型预测原因不明的 SDI(SDI≥15mm 或 SDI 有潜在栓塞源)(n=32)的病因。
41 个基因谱可区分腔隙性和非腔隙性卒中,敏感性和特异性均>90%。32 例原因不明的 SDI 中,15 例预测为腔隙性,17 例预测为非腔隙性。鉴定的谱代表了腔隙性和非腔隙性卒中之间免疫反应的差异。
差异表达基因谱可区分腔隙性和非腔隙性卒中。原因不明的 SDI 常预测为非腔隙性病因,提示全面检查 SDI 对于识别潜在的心源性和动脉性病因很重要。需要进一步研究来评估独立队列中的基因谱,并确定预测为非腔隙性病因的 SDI 的临床和治疗意义。