Jelinek Diane F, Tschumper Renee C, Stolovitzky Gustavo A, Iturria Stephen J, Tu Yuhai, Lepre Jorge, Shah Nigam, Kay Neil E
Department of Immunology, Mayo Graduate and Medical Schools, Mayo Clinic, Rochester, MN 55905, USA.
Mol Cancer Res. 2003 Mar;1(5):346-61.
B-chronic lymphocytic leukemia (B-CLL) is an adult-onset leukemia characterized by significant accumulation of apoptosis-resistant monoclonal B lymphocytes. In this study, we performed gene expression profiling on B cells obtained from 10 healthy age-matched individuals and CLL B cells from 38 B-CLL patients to identify key genetic differences between CLL and normal B cells. In addition, we leveraged recent independent studies to assess the reproducibility of our molecular B-CLL signature. We used a novel combination of several methods of data analysis including our own software and identified 70 previously unreported genes that differentiate leukemic cells from normal B cells, as well as confirmed recently reported B-CLL specific expression levels of an additional 10 genes. Importantly, many of these genes have previously been linked with other cancers, thus lending further support to their importance as candidate genes leading to B-CLL pathogenesis. We have also validated a subset of these genes using independent methodologies. Moreover, we show that our genes can be used to create a diagnostics signature that performs with perfect sensitivity and specificity in an independent cohort of 21 B-CLL and 20 normal subjects, thus strongly validating the informative nature of our set of genes. Finally, we identified a group of 31 genes that distinguish between low (Rai stage 0) and high (Rai stage 4) risk patients, suggesting that there may also be a gene expression signature that associates with disease progression.
B 细胞慢性淋巴细胞白血病(B-CLL)是一种成人发病的白血病,其特征是抗凋亡单克隆 B 淋巴细胞大量积聚。在本研究中,我们对来自 10 名年龄匹配的健康个体的 B 细胞以及 38 名 B-CLL 患者的 CLL B 细胞进行了基因表达谱分析,以确定 CLL 与正常 B 细胞之间的关键基因差异。此外,我们利用最近的独立研究来评估我们的分子 B-CLL 特征的可重复性。我们使用了包括我们自己的软件在内的几种数据分析方法的新颖组合,鉴定出 70 个先前未报道的可区分白血病细胞与正常 B 细胞的基因,并确认了另外 10 个基因最近报道的 B-CLL 特异性表达水平。重要的是,这些基因中的许多以前已与其他癌症相关联,从而进一步支持了它们作为导致 B-CLL 发病机制的候选基因的重要性。我们还使用独立方法验证了这些基因的一个子集。此外,我们表明我们的基因可用于创建一种诊断特征,该特征在由 21 名 B-CLL 患者和 20 名正常受试者组成的独立队列中具有完美灵敏度和特异性,从而有力地验证了我们这组基因的信息价值。最后,我们鉴定出一组 31 个基因,可区分低风险(Rai 分期 0 期)和高风险(Rai 分期 4 期)患者,这表明可能也存在与疾病进展相关的基因表达特征。