Abstract
While it is universally accepted that intact RNA constitutes the best representation of the steady-state of transcription, there is no gold standard to define RNA quality prior to gene expression analysis. In this report, we evaluated the reliability of conventional methods for RNA quality assessment including UV spectroscopy and 28S:18S area ratios, and demonstrated their inconsistency. We then used two new freely available classifiers, the Degradometer and RIN systems, to produce user-independent RNA quality metrics, based on analysis of microcapillary electrophoresis traces. Both provided highly informative and valuable data and the results were found highly correlated, while the RIN system gave more reliable data. The relevance of the RNA quality metrics for assessment of gene expression differences was tested by Q-PCR, revealing a significant decline of the relative expression of genes in RNA samples of disparate quality, while samples of similar, even poor integrity were found highly comparable. We discuss the consequences of these observations to minimize artifactual detection of false positive and negative differential expression due to RNA integrity differences, and propose a scheme for the development of a standard operational procedure, with optional registration of RNA integrity metrics in public repositories of gene expression data.
MeSH Terms
Cell Line
Electrophoresis, Capillary/methods
Gene Expression Profiling/standards
Humans
Polymerase Chain Reaction
Quality Control
RNA/analysis,isolation & purification,metabolism
Reproducibility of Results
Software
Authors & Affiliations
9 authors, click to expand affiliations / ORCID
Imbeaud Sandrine
Array s/IMAGE, Genexpress, Functional Genomics and Systems Biology for Health LGN-UMR 7091, CNRS and Pierre and Marie Curie University of Paris 6, 7, rue Guy Môquet, 94801 Villejuif, France. imbeaud@vjf.cnrs.fr
Graudens Esther
Boulanger Virginie
Barlet Xavier
Zaborski Patrick
Eveno Eric
Mueller Odilo
Schroeder Andreas
Auffray Charles
References (27)
27 references, click to expand
-
Validity of nucleic acid purities monitored by 260nm/280nm absorbance ratios.
Biotechniques. 1995 Jan;18(1):62-3
PMID: 7702855
-
Fine mapping of 28S rRNA sites specifically cleaved in cells undergoing apoptosis.
Mol Cell Biol. 1995 Apr;15(4):2051-62
PMID: 7891700
-
RNA extraction from gastrointestinal tract and pancreas by a modified Chomczynski and Sacchi method.
Biotechniques. 1995 Sep;19(3):340-4
PMID: 7495539
-
Value of A260/A280 ratios for measurement of purity of nucleic acids.
Biotechniques. 1995 Aug;19(2):208-10
PMID: 8527139
-
Use of UV methods for measurement of protein and nucleic acid concentrations.
Biotechniques. 1996 Jun;20(6):968-70
PMID: 8780864
-
Rapid isolation of total RNA from small samples of hypocellular, dense connective tissues.
Biotechniques. 1997 Jun;22(6):1082-6
PMID: 9187757
-
Ribosomal RNA in Alzheimer's disease and aging.
Mech Ageing Dev. 1998 Nov 16;105(3):265-72
PMID: 9862234
-
A microfluidic system for high-speed reproducible DNA sizing and quantitation.
Electrophoresis. 2000 Jan;21(1):128-34
PMID: 10634479
-
Quality of nucleic acids extracted from fresh prostatic tissue obtained from TURP procedures.
J Urol. 2000 Feb;163(2):613-5
PMID: 10647696
-
RNase L-independent specific 28S rRNA cleavage in murine coronavirus-infected cells.
J Virol. 2000 Oct;74(19):8793-802
PMID: 10982321
-
Minimum information about a microarray experiment (MIAME)-toward standards for microarray data.
Nat Genet. 2001 Dec;29(4):365-71
PMID: 11726920
-
Analysis of relative gene expression data using real-time quantitative PCR and the 2(-Delta Delta C(T)) Method.
Methods. 2001 Dec;25(4):402-8
PMID: 11846609
-
Quantification of mRNA using real-time reverse transcription PCR (RT-PCR): trends and problems.
J Mol Endocrinol. 2002 Aug;29(1):23-39
PMID: 12200227
-
Changes in differential gene expression because of warm ischemia time of radical prostatectomy specimens.
Am J Pathol. 2002 Nov;161(5):1743-8
PMID: 12414521
-
A two-step method for the extraction of high-quality RNA from endoscopic biopsies.
Clin Chem Lab Med. 2003 Aug;41(8):1033-7
PMID: 12964810
-
Total RNA suitable for molecular biology analysis.
J Biotechnol. 2003 Oct 9;105(1-2):1-9
PMID: 14511905
-
Chipping away at the chip bias: RNA degradation in microarray analysis.
Nat Genet. 2003 Dec;35(4):292-3
PMID: 14647279
-
Moderate degradation does not preclude microarray analysis of small amounts of RNA.
Biotechniques. 2003 Dec;35(6):1192-6, 1198-201
PMID: 14682053
-
Evaluation of quality-control criteria for microarray gene expression analysis.
Clin Chem. 2004 Nov;50(11):1994-2002
PMID: 15364885
-
A new fluorometric method for RNA and DNA determination.
Anal Biochem. 1966 Oct;17(1):100-7
PMID: 6008008
-
Fractionation of ribonucleic acids by 'Sephadex' agarose gel electrophoresis.
Nature. 1968 Apr 20;218(5138):293-4
PMID: 5648235
-
RNA molecular weight determinations by gel electrophoresis under denaturing conditions, a critical reexamination.
Biochemistry. 1977 Oct 18;16(21):4743-51
PMID: 911786
-
Increase in the ratio of 18S RNA to 28S RNA in the cytoplasm of mouse tissues during aging.
Mech Ageing Dev. 1978 Oct;8(4):285-97
PMID: 359949
-
Single-step method of RNA isolation by acid guanidinium thiocyanate-phenol-chloroform extraction.
Anal Biochem. 1987 Apr;162(1):156-9
PMID: 2440339
-
A rapid, accurate, nonradioactive method for quantitating RNA on agarose gels.
Biotechniques. 1991 Dec;11(6):708-710
PMID: 1809320
-
The effect of sodium ion concentration on intrastrand base-pairing in single-stranded DNA.
Nucleic Acids Res. 1994 Aug 11;22(15):3147-50
PMID: 8065928
-
Quantitative detection of reverse transcriptase-PCR products by means of a novel and sensitive DNA stain.
PCR Methods Appl. 1995 Feb;4(4):234-8
PMID: 8574192