Back to Search Start Over

Evaluation of the External RNA Controls Consortium (ERCC) reference material using a modified Latin square design

Authors :
Marc L. Salit
Sarah A. Munro
Anne Bergstrom Lucas
P. Scott Pine
Timothy G. Myers
Jennifer McDaniel
Qin Su
Jean Lozach
Jerod Parsons
Sarah M. Jacobs-Helber
Source :
BMC Biotechnology
Publication Year :
2016
Publisher :
Cold Spring Harbor Laboratory, 2016.

Abstract

Background Highly multiplexed assays for quantitation of RNA transcripts are being used in many areas of biology and medicine. Using data generated by these transcriptomic assays requires measurement assurance with appropriate controls. Methods to prototype and evaluate multiple RNA controls were developed as part of the External RNA Controls Consortium (ERCC) assessment process. These approaches included a modified Latin square design to provide a broad dynamic range of relative abundance with known differences between four complex pools of ERCC RNA transcripts spiked into a human liver total RNA background. Results ERCC pools were analyzed on four different microarray platforms: Agilent 1- and 2-color, Illumina bead, and NIAID lab-made spotted microarrays; and two different second-generation sequencing platforms: the Life Technologies 5500xl and the Illumina HiSeq 2500. Individual ERCC controls were assessed for reproducible performance in signal response to concentration among the platforms. Most demonstrated linear behavior if they were not located near one of the extremes of the dynamic range. Performance issues with any individual ERCC transcript could be attributed to detection limitations, platform-specific target probe issues, or potential mixing errors. Collectively, these pools of spike-in RNA controls were evaluated for suitability as surrogates for endogenous transcripts to interrogate the performance of the RNA measurement process of each platform. The controls were useful for establishing the dynamic range of the assay, as well as delineating the useable region of that range where differential expression measurements, expressed as ratios, would be expected to be accurate. Conclusions The modified Latin square design presented here uses a composite testing scheme for the evaluation of multiple performance characteristics: linear performance of individual controls, signal response within dynamic range pools of controls, and ratio detection between pairs of dynamic range pools. This compact design provides an economical sample format for the evaluation of multiple external RNA controls within a single experiment per platform. These results indicate that well-designed pools of RNA controls, spiked into samples, provide measurement assurance for endogenous gene expression studies. Electronic supplementary material The online version of this article (doi:10.1186/s12896-016-0281-x) contains supplementary material, which is available to authorized users.

Details

Language :
English
Database :
OpenAIRE
Journal :
BMC Biotechnology
Accession number :
edsair.doi.dedup.....32ea9ade74e2bb9d775f0c6afba00871
Full Text :
https://doi.org/10.1101/034868