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使用更新的探针集定义提高微阵列的精度和准确性。

Improved precision and accuracy for microarrays using updated probe set definitions.

作者信息

Sandberg Rickard, Larsson Ola

机构信息

Massachusetts Institute of Technology, Department of biology, 68-211, Cambridge, MA 02139, USA.

出版信息

BMC Bioinformatics. 2007 Feb 8;8:48. doi: 10.1186/1471-2105-8-48.

Abstract

BACKGROUND

Microarrays enable high throughput detection of transcript expression levels. Different investigators have recently introduced updated probe set definitions to more accurately map probes to our current knowledge of genes and transcripts.

RESULTS

We demonstrate that updated probe set definitions provide both better precision and accuracy in probe set estimates compared to the original Affymetrix definitions. We show that the improved precision mainly depends on the increased number of probes that are integrated into each probe set, but we also demonstrate an improvement when the same number of probes is used.

CONCLUSION

Updated probe set definitions does not only offer expression levels that are more accurately associated to genes and transcripts but also improvements in the estimated transcript expression levels. These results give support for the use of updated probe set definitions for analysis and meta-analysis of microarray data.

摘要

背景

微阵列能够高通量检测转录本表达水平。不同的研究者最近引入了更新的探针集定义,以便更准确地将探针映射到我们当前对基因和转录本的认识。

结果

我们证明,与原始的Affymetrix定义相比,更新的探针集定义在探针集估计中提供了更高的精度和准确性。我们表明,精度的提高主要取决于每个探针集中整合的探针数量增加,但我们也证明了在使用相同数量探针时也有改进。

结论

更新的探针集定义不仅提供了与基因和转录本更准确相关的表达水平,而且在估计的转录本表达水平上也有改进。这些结果支持使用更新的探针集定义进行微阵列数据的分析和荟萃分析。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/3a8c/1805763/e72b8e1f2902/1471-2105-8-48-1.jpg

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