| Literature DB >> 19573231 |
Jens Stern-Straeter1, Gabriel A Bonaterra, Karl Hörmann, Ralf Kinscherf, Ulrich R Goessler.
Abstract
BACKGROUND: Analysis of RNA expression using real-time PCR (qRT-PCR) traditionally includes reference genes (RG) as an internal control. This practice is being questioned as it becomes increasingly clear that RG may vary considerably under certain experimental conditions. Thus, the validity of a particular RG must be determined for each experimental setting. We used qRT-PCR to measure the levels of six RG, which have been reported in the literature to be invariant. The RG were analyzed in human myoblast cultures under differentiation conditions. We examined the expression by qRT-PCR of mRNA encoding Beta-actin (ACTB), Beta-2-microglobulin (B2M), glyceraldehyde-3-phosphate dehydrogenase (GAPDH), peptidylprolyl isomerase A (PPIA), TATA box binding protein (TBP) and ribosomal protein, large, P0 (RPLPO). The mRNA expression of the following genes of interest (GOI) were analyzed: skeletal muscle alpha 1 actin (ACTA1), myogenin/myogenic factor 4 (MYOG), embryonic skeletal muscle myosin heavy chain 3 (MYH3) and the activity of creatine phosphokinase (CK). The geNorm, NormFinder and BestKeeper software programs were used to ascertain the most suitable RG to normalize the RNA input.Entities:
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Year: 2009 PMID: 19573231 PMCID: PMC2714309 DOI: 10.1186/1471-2199-10-66
Source DB: PubMed Journal: BMC Mol Biol ISSN: 1471-2199 Impact factor: 2.946
Amplification efficiencies.
| 1.97 | 1.94 | 1.94 | |
| 0.0856 | 0.0364 | 0.0336 | |
| 4 | 3 | 4 | |
| 1.95 | 1.94 | 1.94 | |
| 0.0426 | 0.0290 | 0.0363 | |
| 4 | 3 | 3 | |
| 1.98 | 1.99 | 2.00 | |
| 0.0141 | 0.0677 | 0.0504 | |
| 3 | 4 | 3 | |
Mean of the amplification efficiencies of six reference genes and three genes of interest (GOI). Efficiency calculation was performed from the slopes of the calibration curve according to the equation E = 10 [-1/slope]. Abbreviations: RG, reference genes; GOI, genes of interest; SEM, arithmetic, standard error of the mean; n, number of PCR runs.
Figure 1Average expression stability values of remaining control genes. Gene expression stability of candidate reference genes (RG) is shown in order to select the most suitable reference genes for normalization in myoblast cell cultures using geNorm analysis to identify the best RG. We performed geNorm analysis of the six selected RG, and the results are presented according to the output file of the program [13]. The least stable genes are well-established by calculating the average expression stability measure M. The value of M was calculated for each gene. The x axis from left to right indicates the ranking of the genes according to their expression stability.
Expression Stability of RG Evaluated by NormFinder Software
| 0.093 | 0.069 | 0.071 | 0.079 | 0.050 | 0.135 | |
| 0.109 | 0.065 | 0.100 | 0.072 | 0.050 | 0.135 | |
| 0.318 | 0.085 | 0.201 | 0.087 | 0.335 | 0.131 | |
| 0.374 | 0.096 | 0.376 | 0.138 | 0.393 | 0.148 | |
| 0.258 | 0.075 | 0.181 | 0.083 | 0.125 | 0.089 | |
| 0.344 | 0.090 | 0.205 | 0.088 | 0.348 | 0.135 | |
| RPLPO | RPLPO | RPLPO and TBP | ||||
Candidate reference genes for normalization are listed according to their expression stability calculated by the NormFinder program (14). The analysis of the expression stability was performed taken the expression of the RG from RNA samples of myoblasts. The analysis was performed using myoblasts cultured in normal medium (N), or differentiation medium (D). Additionally, the analysis of the combination of N and D together is shown. *High expression stability is indicated by a low stability value as an estimate of the combined intra- and intergroup variation of the individual gene. SE stands for standard error. Representative results from three experiments.
Expression Stability of RG Evaluated by BestKeeper Software
| 10.0 | 10.0 | 10.0 | 10.0 | 10.0 | 10.0 | 10.0 | 10.0 | |
| 0.70 | 0.83 | 0.99 | 0.98 | 0.83 | ||||
| 2.9 | 4.5 | 4.0 | 5.0 | 3.7 | ||||
Descriptive statistics of six RG based on their crossing point (CP) values. In the two last columns the BestKeeper (BK) index is computed together with the same descriptive parameters, either for six genes (RPLPO, TBP, GAPDH, B2M, ACTB and PPIA) or for three genes after removal of GAPDH, B2M and ACTB. Abbreviations: CV [%CP]: the coefficient of variance expressed as a percentage on the CP level; SD [± CP]: the standard deviation of the CP; SD [± x-fold]: standard deviation of the absolute regulation coefficients; Results from three independent experiments are shown.
Expression Stability of GOI Evaluated by BestKeeper Software
| 10.00 | 10.00 | 10.00 | |
| 21.95 | 24.56 | 30.07 | |
| 22.21 | 24.78 | 30.21 | |
| 16.92 | 20.10 | 27.05 | |
| 27.14 | 30.06 | 35.25 | |
| -33.99 | -21.40 | -8.49 | |
| 38.16 | 43.48 | 39.50 | |
| 8.55 | 7.21 | 7.04 | |
Descriptive statistics of three GOI based on their crossing point (CP) values. Abbreviations: AM [CP]: the arithmetic mean of CP; CV [%CP]: the coefficient of variance expressed as a percentage on the CP level; GM [CP]: the geometric mean of CP; min [CP] and max [CP]: the extreme values of CP; Min [x-fold] and Max [x-fold]: the extreme values of expression levels expressed as an absolute x-fold over- or under-regulation coefficient; n: number of samples; SD [± CP]: the standard deviation of the CP; SD [± x-fold]: standard deviation of the absolute regulation coefficients. Results from three independent experiments are shown.
Correlation Between CK Activity, RG and Differentiation Markers
| 0.85 | 0.83 | 0.788 | 0.9 | ||
| 0.00183 | 0.00293 | 0.00674 | 0.000384 | ||
| 10 | 10 | 10 | 10 | ||
| -0.757 | -0.629 | -0.514 | -0.768 | ||
| 0.0112 | 0.0514 | 0.129 | 0.00952 | ||
| 10 | 10 | 10 | 10 | ||
| 0.824 | 0.754 | 0.677 | |||
| 0.00341 | 0.0117 | 0.0314 | |||
| 10 | 10 | 10 | |||
| 0.743 | 0.956 | ||||
| 0.0139 | 0.000015 | ||||
| 10 | 10 | ||||
| 0.766 | |||||
| 0.00974 | |||||
| 10 | |||||
Pearson's correlation between the state of the myoblast differentiation (CK activity) and expression of the ACTA1, MYOG or MYH3 normalized with NF calculated with RPLPO and TBP by GeNorm and the RG normalized with the same NF. Abbreviations: CK: protein kinase activity; n: number of samples; p: significance; r: correlation coefficient. Bold italic letters indicate correlation which is not statistically significant. Results from three independent experiments are shown.
Figure 2Percent variation of gene of interest (GOI) expression. Percent variation in the expression of MYH3 gene between myoblasts treated with medium N and medium D after 12 days culture. The MYH3 expression was normalized with the NF, the best RG (RPLPO and TBP) and the worst RG (ACTB and GAPDH) candidates. Representative results from at least three experiments.