PMID- 12799456 OWN - NLM STAT- MEDLINE DCOM- 20030703 LR - 20191210 IS - 1362-4962 (Electronic) IS - 0305-1048 (Print) IS - 0305-1048 (Linking) VI - 31 IP - 12 DP - 2003 Jun 15 TI - Optimization of high-density cDNA-microarray protocols by 'design of experiments'. PG - e67 AB - Expression analysis using microarray technology implies a complex experimental procedure with a large number of parameters affecting the final result. We have demonstrated that optimization of such a complex protocol can be far better handled using design of experiments (DOE) than by working on a single parameter at a time. Based on the results of a screening design, we developed a spotting buffer composed of formamide, betaine and nitrocellulose. This buffer provides a 2-fold increase in signal-to-background ratio compared to 3x SSC. Comparison to seven other buffers tested on 10 different substrates revealed it had the highest sensitivity. DNA dissolved in this buffer can be spotted on epoxysilane-coated microscope slides at a density of up to 70 000 spots per slide. A second DOE approach characterized the RNA labeling process with regard to the concentration of fluorescent dyes, dNTPs and reverse transcriptase. Adjust ments of the concentrations of dNTPs, as well as reverse transcriptase, towards the optimum, produced an improvement in the performance of the labeling procedure by a factor of 3 (Cy3) and 10 (Cy5). These results demonstrate that the process of establishing a stable expression profiling protocol and its further optimization can be significantly shortened and improved by DOE. FAU - Wrobel, Gunnar AU - Wrobel G AD - Division of Molecular Genetics, Deutsches Krebsforschungszentrum, Im Neuenheimer Feld 280, D-69120 Heidelberg, Germany. FAU - Schlingemann, Joerg AU - Schlingemann J FAU - Hummerich, Lars AU - Hummerich L FAU - Kramer, Heidi AU - Kramer H FAU - Lichter, Peter AU - Lichter P FAU - Hahn, Meinhard AU - Hahn M LA - eng PT - Evaluation Study PT - Journal Article PT - Research Support, Non-U.S. Gov't PL - England TA - Nucleic Acids Res JT - Nucleic acids research JID - 0411011 RN - 0 (Buffers) RN - 0 (Oligonucleotide Probes) RN - 63231-63-0 (RNA) RN - 9007-49-2 (DNA) SB - IM EIN - Nucleic Acids Res. 2003 Dec;31(23):7057 MH - Buffers MH - DNA/chemistry MH - Gene Expression Profiling/*methods MH - HL-60 Cells MH - Humans MH - Oligonucleotide Array Sequence Analysis/*methods MH - Oligonucleotide Probes MH - RNA/analysis PMC - PMC162342 EDAT- 2003/06/12 05:00 MHDA- 2003/07/04 05:00 PMCR- 2003/06/15 CRDT- 2003/06/12 05:00 PHST- 2003/06/12 05:00 [pubmed] PHST- 2003/07/04 05:00 [medline] PHST- 2003/06/12 05:00 [entrez] PHST- 2003/06/15 00:00 [pmc-release] AID - gng067 [pii] AID - 10.1093/nar/gng067 [doi] PST - ppublish SO - Nucleic Acids Res. 2003 Jun 15;31(12):e67. doi: 10.1093/nar/gng067.