Interlaboratory comparability study of cancer gene expression analysis using oligonucleotide microarrays.
A key step in bringing gene expression data into clinical practice is the conduct of large studies to confirm preliminary models. The performance of such confirmatory studies and the transition to clinical practice requires that microarray data from different laboratories are comparable and reproducible. We designed a study to assess the comparability of data from four laboratories that will conduct a larger microarray profiling confirmation project in lung adenocarcinomas. To test the feasibility of combining data across laboratories, frozen tumor tissues, cell line pellets, and purified RNA samples were analyzed at each of the four laboratories. Samples of each type and several subsamples from each tumor and each cell line were blinded before being distributed. The laboratories followed a common protocol for all steps of tissue processing, RNA extraction, and microarray analysis using Affymetrix Human Genome U133A arrays. High within-laboratory and between-laboratory correlations were observed on the purified RNA samples, the cell lines, and the frozen tumor tissues. Intraclass correlation within laboratories was only slightly stronger than between laboratories, and the intraclass correlation tended to be weakest for genes expressed at low levels and showing small variation. Finally, hierarchical cluster analysis revealed that the repeated samples clustered together regardless of the laboratory in which the experiments were done. The findings indicate that under properly controlled conditions it is feasible to perform complete tumor microarray analysis, from tissue processing to hybridization and scanning, at multiple independent laboratories for a single study.
Dobbin
Kevin K
KK
Cancer Diagnosis Program, National Cancer Institute/NIH, Bethesda, MD 20894, USA. dobbinke@mail.nih.gov
Beer
David G
DG
Meyerson
Matthew
M
Yeatman
Timothy J
TJ
Gerald
William L
WL
Jacobson
James W
JW
Conley
Barbara
B
Buetow
Kenneth H
KH
Heiskanen
Mervi
M
Simon
Richard M
RM
Minna
John D
JD
Girard
Luc
L
Misek
David E
DE
Taylor
Jeremy M G
JM
Hanash
Samir
S
Naoki
Katsuhiko
K
Hayes
D Neil
DN
Ladd-Acosta
Christine
C
Enkemann
Steven A
SA
Viale
Agnes
A
Giordano
Thomas J
TJ
D000230:Adenocarcinoma / Q000235:genetics* / Q000378:metabolism; D019295:Computational Biology; D005240:Feasibility Studies; D020869:Gene Expression Profiling; D015972:Gene Expression Regulation, Neoplastic / Q000235:genetics; D006801:Humans; D007753:Laboratories / Q000592:standards*; D009369:Neoplasms / Q000235:genetics* / Q000378:metabolism; D009693:Nucleic Acid Hybridization; D020411:Oligonucleotide Array Sequence Analysis