Methods Inf Med 2005; 44(03): 400-404
DOI: 10.1055/s-0038-1633983
Original Article
Schattauer GmbH

Two-color Microarray Experiments

Technology and Sources of Variance
D. Repsilber
1   Institut für Medizinische Biometrie und Statistik, Universität zu Lübeck, Lübeck, Germany
,
A. Ziegler
1   Institut für Medizinische Biometrie und Statistik, Universität zu Lübeck, Lübeck, Germany
› Author Affiliations
Further Information

Publication History

Publication Date:
06 February 2018 (online)

Summary

Objectives: Microarray gene expression experiments have a complex technical background. Knowledge about certain technical details is inevitable to judge alternatives for both experimental design and analysis. Here, we introduce the necessary details for the so-called two-color microarray experiments and review major sources of technical variance.

Methods: We follow the sequence of experimental steps during a typical two-color microarray gene expression experiment, stressing decisive points in the choice of technique, experimental handling and biophysical basics. We point out where technical variation is to be expected.

Results: Tissue storage, RNA extraction techniques, as well as the microarray hybridization represent major components of technical variance to be considered. Depending on the possibilities for access to the biomedical material under investigation, choice of amplification and labeling techniques can also be decisive to avoid additional technical variance. The two-color microarray experimental approach seeks to avoid a group of probe-level technical biases making use of the advantages of an incomplete block-design.

Conclusions: It is worth to know the major sources of technical variance during the typical experimental sequence, both for choice of experimental design and techniques of molecular biology, as well as for the understanding of quality control and normalization approaches. Here, early investments pay at the level of reduced technical variance, allowing for enhanced detection levels for the effects under investigation.