Background
Methods
Primer design
Samples
Total RNA isolation and characterization
Construction of absolute standard curves
qRT-PCR inhibitor detection
Real-time quantitative RT-PCR
Results and discussion
Gene | GenBank accession number | Name | Function | Genomic localization | Gene Aliases | IMAGE |
---|---|---|---|---|---|---|
B2M
| NM_004048 | Beta-2-microglobulin | Beta-chain of major histocompatibility complex class I molecules | 15q21-q22 | 51940 | |
GAPDH
| NM_002046 | Glyceraldehyde-3-phosphate dehydrogenase | Oxidoreductase in glycolysis and gluconeogenesis | 12p13 | G3PD | 510510 |
HMBS
| NM_000190.3 | Hydroxymethyl-bilane synthase | Heme synthesis, porphyrin metabolism | 11q23 | 245564 | |
HPRT1
| NM_000194.1 | Hypoxanthine phosphoribosyl-transferase 1 | Purine synthesis in salvage pathway | Xq26 | HGPRT | 345845 |
SDHA
| NM_004168.2 | Succinate dehydrogenase complex, subunit A | Electron transporter in the TCA cycle and respiratory chain | 5p15 | FP; SDH2; SDHF | 375812 |
UBC
| NM_021009.3 | Ubiquitin C | Protein degradation | 12q24 | 510582 |
Gene | Primer | Sequence (5' → 3') | Genomic Position | Amplicon Length | correlation coefficients (R2) | qRT-PCR Efficiency (%) |
---|---|---|---|---|---|---|
B2M
| Forward | CTCCGTGGCCTTAGCTGTG | 1st Exon | 69 bp | 0.998 | 90.1 |
Reverse | TTTGGAGTACGCTGGATAGCCT | 1st/2nd exon | ||||
GAPDH
| Forward | TGCACCACCAACTGCTTAGC | 7th Exon | 87 bp | 0.997 | 92 |
Reverse | GGCATGGACTGTGGTCATGAG | 7th/8th exon | ||||
HMBS
| Forward | TGCAACGGCGGAAGAAAA | 1st/2nd Exon | 113 bp | 0.998 | 91.0 |
Reverse | ACGAGGCTTTCAATGTTGCC | 3rd exon | ||||
HPRT1
| Forward | TGACACTGGCAAAACAATGCA | 6th Exon | 94 bp | 0.997 | 94.9 |
Reverse | GGTCCTTTTCACCAGCAAGCT | 6th/7th exon | ||||
SDHA
| Forward | TGGGAACAAGAGGGCATCTG | 2nd Exon | 86 bp | 0.996 | 87.8 |
Reverse | CCACCACTGCATCAAATTCATG | 3rd exon | ||||
UBC
| Forward | CGGTGAACGCCGATGATTAT | 1st Exon | 124 bp | 0.994 | 88.4 |
Reverse | ATCTGCATTGTCAAGTGACGA | 1st/2nd exon |
RNA quantity and quality determination
Presence of qRT-PCR inhibitors in purified RNA samples
median | 75th | Mean | STD | Normality test | Pearson's correlation coefficient | |
---|---|---|---|---|---|---|
ΔCt* | 0,49 | 0.675 | 0.47 | 0.26 | P ≥ 0.20 | r = -0.2420 (r2 = 0.0586), p = 0.175 |
OD 260/230 | 1.49 | 1.965 | 1.49 | 0.48 | P ≥ 0.15 |
Presence of contaminating DNA in standards and purified RNA samples
Standard curves and qRT-PCR efficiency of each primer pair
Expression levels of candidate reference genes
Expression stability of putative reference genes
paired tissues A (n = 22) | Paired tissues B (n = 32) | ||||||
---|---|---|---|---|---|---|---|
geNorm | M value | NormFinder | Stability value | geNorm | M value | NormFinder | Stability value |
B2M
| 0.799 |
B2M
| 0.149 |
B2M
| 0.826 |
UBC
| 0.207 |
HPRT1
| 0.658 |
HPRT1
| 0.105 |
HPRT1
| 0.816 |
SDHA
| 0.203 |
UBC
| 0.654 |
UBC
| 0.101 |
UBC
| 0.771 |
HPRT1
| 0.164 |
SDHA
| 0.598 |
GAPDH
| 0.068 |
SDHA
| 0.711 |
B2M
| 0.159 |
GAPDH
| 0.566 |
SDHA
| 0.052 |
GAPDH
| 0.692 |
GAPDH
| 0.145 |
HMBS
| 0.514 |
HMBS
| 0.021 |
HMBS
| 0.629 |
HMBS
| 0.084 |
HMBS-GAPDH
| 0.417 |
HMBS-SDHA
| 0.033 |
HMBS-SDHA
| 0.489 |
HMBS-B2M
| 0.079 |
Tumoral tissues | Cell lines | ||||||
---|---|---|---|---|---|---|---|
geNorm | M value | NormFinder | Stability value | geNorm | M value | NormFinder | Stability value |
B2M
| 1.091 |
B2M
| 0.661 |
UBC
| 1.277 |
UBC
| 0.791 |
SDHA
| 0.953 |
SDHA
| 0.517 |
HPRT1
| 1.112 |
HPRT1
| 0.652 |
HPRT1
| 0.863 |
HPRT1
| 0.448 |
GAPDH
| 1.002 |
GAPDH
| 0.457 |
UBC
| 0.837 |
UBC
| 0.393 |
SDHA
| 0.921 |
SDHA
| 0.408 |
GAPDH
| 0.763 |
GAPDH
| 0.294 |
B2M
| 0.887 |
B2M
| 0.321 |
HMBS
| 0.676 |
HMBS
| 0.060 |
HMBS
| 0.857 |
HMBS
| 0.272 |
HMBS-GAPDH
| 0.461 | - | - |
HMBS-SDHA
| 0.620 | - | - |
Current study* | Study of Kim et al. | |||
---|---|---|---|---|
Rank | Genes | M value | Genes | M value |
6
|
B2M
| 0.799 |
B2M
| 2.60 |
5
|
HPRT1
| 0.658 |
RPL13A
| 2.50 |
4
|
UBC
| 0.654 |
GAPDH
| 2.43 |
3
|
SDHA
| 0.598 |
HPRT1
| 2.26 |
2
|
GAPDH
| 0.566 |
HMBS
| 2.18 |
1
|
HMBS
| 0.514 |
UBC
| 2.17 |
HMBS-GAPDH
| 0.417 |
UBC-HMBS
| 1.02 |