Options available for profiling small samples: a review of sample amplification technology when combined with microarray profiling.
The possibility of performing microarray analysis on limited material has been demonstrated in a number of publications. In this review we approach the technical aspects of mRNA amplification and several important implicit consequences, for both linear and exponential procedures. Amplification efficiencies clearly allow profiling of extremely small samples. The conservation of transcript abundance is the most important issue regarding the use of sample amplification in combination with microarray analysis, and this aspect has generally been found to be acceptable, although demonstrated to decrease in highly diluted samples. The fact that variability and discrepancies in microarray profiles increase with minute sample sizes has been clearly documented, but for many studies this does appear to have affected the biological conclusions. We suggest that this is due to the data analysis approach applied, and the consequence is the chance of presenting misleading results. We discuss the issue of amplification sensitivity limits in the light of reports on fidelity, published data from reviewed articles and data analysis approaches. These are important considerations to be reflected in the design of future studies and when evaluating biological conclusions from published microarray studies based on extremely low input RNA quantities.
Nygaard
Vigdis
V
Department of Tumor Biology, Institute for Cancer Research, The Norwegian Radiumhospital Montebello, 0310, Oslo, Norway. vigdisny@radium.uio.no
Hovig
Eivind
E
D020869:Gene Expression Profiling / Q000266:history / Q000379:methods*; D049673:History, 20th Century; D020411:Oligonucleotide Array Sequence Analysis / Q000266:history / Q000379:methods*; D016133:Polymerase Chain Reaction; D016372:RNA, Antisense / Q000032:analysis; D012333:RNA, Messenger / Q000032:analysis* / Q000378:metabolism; D018401:Sample Size
D016372:RNA, Antisense; D012333:RNA, Messenger