Allaire Normand E, Bushnell Steven E, Bienkowska Jadwiga, Brock Graham, Carulli John
Biogen Idec Inc., Genetics and Genomics Group, 14 Cambridge Center, Cambridge, MA 02142, USA.
BMC Res Notes. 2013 Jan 5;6:8. doi: 10.1186/1756-0500-6-8.
Clinical trials offer a unique opportunity to study human disease and response to therapy in a highly controlled setting. The application of high-throughput expression profiling to peripheral blood from clinical trial subjects could facilitate the identification of transcripts that function as prognostic or diagnostic markers of disease or treatment. The paramount issue for these methods is the ability to produce robust, reproducible, and timely mRNA expression profiles from peripheral blood. Single-stranded complementary DNA (sscDNA) targets derived from whole blood exhibit improved detection of transcripts and reduced variance as compared to their complementary RNA counterparts and therefore provide a better option for interrogation of peripheral blood on oligonucleotide arrays. High-throughput microarray technologies such as the high-throughput plate array platform offer several advantages compared with slide- or cartridge-based arrays; however, manufacturer's protocols do not support the use of sscDNA targets.
We have developed a highly reproducible, high-through put, whole blood expression profiling methodology based on sscDNA and used it to analyze human brain reference RNA and universal human reference RNA samples to identify experimental conditions that most highly correlated with a gold standard quantitative polymerase chain reaction reference dataset. We then utilized the optimized method to analyze whole blood samples from healthy clinical trial subjects treated with different versions of interferon (IFN) beta-1a. Analysis of whole blood samples before and after treatment with intramuscular [IM] IFN beta-1a or polyethylene glycol-conjugated IFN (PEG-IFN) beta-1a under optimized experimental conditions demonstrated that PEG-IFN beta-1a induced a more sustained and prolonged pharmacodynamic response than unmodified IM IFN beta-1a. These results provide validation of the utility of this new methodology and suggest the potential therapeutic benefit of a sustained pharmacodynamic response to PEG-IFN beta-1a.
This novel microarray methodology is ideally suited for utilization in large clinical studies to identify expressed transcripts for the elucidation of disease mechanisms of action and as prognostic, diagnostic, or toxicity markers.
临床试验提供了一个在高度可控环境中研究人类疾病及对治疗反应的独特机会。将高通量表达谱分析应用于临床试验受试者的外周血,有助于识别作为疾病或治疗的预后或诊断标志物的转录本。这些方法的首要问题是能否从外周血中生成可靠、可重复且及时的mRNA表达谱。与互补RNA相比,源自全血的单链互补DNA(sscDNA)靶点对转录本的检测效果更佳,方差更小,因此为在寡核苷酸阵列上对外周血进行检测提供了更好的选择。与基于玻片或盒式的阵列相比,高通量微阵列技术(如高通量平板阵列平台)具有多个优势;然而,制造商的方案不支持使用sscDNA靶点。
我们基于sscDNA开发了一种高度可重复、高通量的全血表达谱分析方法,并使用该方法分析人脑参考RNA和通用人类参考RNA样本,以确定与金标准定量聚合酶链反应参考数据集相关性最高的实验条件。然后,我们利用优化后的方法分析了接受不同版本的β-1a干扰素(IFN)治疗的健康临床试验受试者的全血样本。在优化的实验条件下,对肌肉注射[IM]β-1a干扰素或聚乙二醇化IFN(PEG-IFN)β-1a治疗前后的全血样本进行分析,结果表明,与未修饰的IM IFNβ-1a相比,PEG-IFNβ-1a诱导的药效学反应更持久、更延长。这些结果验证了这种新方法的实用性,并提示了对PEG-IFNβ-1a持续药效学反应的潜在治疗益处。
这种新型微阵列方法非常适合用于大型临床研究,以识别表达的转录本,从而阐明疾病作用机制,并作为预后、诊断或毒性标志物。