| Literature DB >> 17888160 |
Gunnhild W Takle1, Ian K Toth, May B Brurberg.
Abstract
BACKGROUND: Real-time RT-PCR has become a powerful technique to monitor low-abundance mRNA expression and is a useful tool when examining bacterial gene expression inside infected host tissues. However, correct evaluation of data requires accurate and reliable normalisation against internal standards. Thus, the identification of reference genes whose expression does not change during the course of the experiment is of paramount importance. Here, we present a study where manipulation of cultural growth conditions and in planta experiments have been used to validate the expression stability of reference gene candidates for the plant pathogen Pectobacterium atrosepticum, belonging to the family Enterobacteriaceae.Entities:
Mesh:
Year: 2007 PMID: 17888160 PMCID: PMC2151947 DOI: 10.1186/1471-2229-7-50
Source DB: PubMed Journal: BMC Plant Biol ISSN: 1471-2229 Impact factor: 4.215
Figure 1Expression levels of reference gene candidates during different cultural conditions. Gene expression levels (represented by absolute Ct values) of (A) rplI, rplQ, tsx and malE in MMcap, MMg and LB, (B) glnA, rho and topA in MMcap, MMg, LB, LBexp, LBst and MMcip and (C) ffh, gyrA, proC, recA and 16S in MMcap, MMg, LB, LBexp, LBst, MMcip and infiltrated leaflets. For explanations of abbreviations, see Table 3. Each bar represents the mean of three samples from independent RNA isolations from three cultures, except for the leaves bar, which come from two independent RNA isolations from a pool of three vacuum infiltrated leaflets. Error bars indicate standard deviations.
Descriptive statistics of reference gene expression across all cultural growth conditions by BestKeeper1
| Gene | GM [Ct] | (min, max) [Ct] | SD [± Ct]2 | (min, max) [x-fold]3 | SD [± x-fold]2 |
| 19.17 | 18.23, 20.34 | 0.48 | -1.92, 2.25 | 1.39 | |
| 18.62 | 16.37, 21.14 | 1.62 | -3.22, 3.70 | 3.07 | |
| 20.85 | 18.72, 22.56 | 0.94 | -3.87, 2.98 | 1.92 | |
| 21.25 | 19.66, 23.16 | 0.73 | -2.28, 2.69 | 1.66 | |
| 20.42 | 19.21, 21.46 | 0.55 | -2.16, 1.96 | 1.47 | |
| 20.88 | 18.66, 23.84 | 1.24 | -3.65, 5.62 | 2.35 | |
| 20.57 | 17.92, 22.03 | 0.99 | -5.56, 2.56 | 1.98 | |
| 16.62 | 14.49, 18.89 | 1.04 | -2.83, 3.03 | 2.06 |
1Values calculated from 18 samples (6 different culture conditions, each with 3 biological replicates). 2Based on the inspection of the standard deviations (SD), genes can be ranked from the most stably expressed (ffh), exhibiting the lowest SD, to the least stably expressed (glnA), exhibiting the highest SD. Genes with SD [± Ct] > 1 are considered to be inconsistent by BestKeeper. 3The (min, max) [x-fold] values are the x-fold under- or over-expression of samples towards the GM [Ct] according to the equations min [x-fold] = Eand max [x-fold] = E, respectively, where E is the specific PCR efficiency.
GM [Ct], geometric mean of Ct; (min, max) [Ct], the extreme values of Ct; SD [± Ct], standard deviation of Ct; (min, max) [x-fold], extreme values of expression levels expressed as an absolute x-fold over- or under-regulation coefficient where min [x-fold] = first value and max [x-fold] = last value; SD [± x-fold], standard deviation of the absolute regulation coefficients [7].
Figure 2Overall expression stability of . Overall stability across different growth conditions for the five genes ffh, gyrA, proC, recA and 16S. Grey bars represent range of Ct values across all cultural growth conditions, while dots represent Ct values for experiments on infiltrated leaflets. For explanations of abbreviations, see Table 3.
Ranking of reference genes by geNorm
| Genes | Average expression stability M | Pairwise variations V |
| 0.334 | - | |
| 0.334 | 0.118 | |
| 0.371 | 0.166 | |
| 0.533 | 0.288 | |
| 0.909 | - |
Ranking of the most stably expressed genes from top to bottom and determination of the optimal number of genes needed for normalisation. The average expression stability value M was obtained by calculating the M for each gene and excluding the gene with the highest M (lowest stability) for the next calculation round. The optimal number of reference genes needed for normalisation is determined by the pairwise variation (V) between the normalisation factors. The cut-off value of V was set to 0.15, below which the inclusion of another reference gene has no significant effect, as suggested by Vandesompele et al. [6].
P. atrosepticum cultural growth conditions
| Name | Medium | Temp (°C) | Phase (A600) |
| MMcap | M9 mm, cap (0.05 %), pga (0.125 %), abg (0.05 %) | 15 | 0.4 |
| MMg | M9 mm, glucose (0.2 %) | 15 | 0.4 |
| LB | LB | 15 | 0.4 |
| LBexp | LB | 27 | 0.4 |
| LBst | LB | 27 | 2.0 |
| MMcip | M9 mm, cip (0.5 %), pga (0.5 %), abg (0.5 %) | 27 | 0.4 |
M9 mm, M9 minimal medium; LB, Luria Bertani broth; cap, cabbage pectin; pga, polygalacturonic acid; abg, arabinogalactan; cip, citrus pectin. M9 minimal medium and LB medium was made according to Sambrook et al. (1989) [56]. All cultural conditions included shaking at 200 rpm.
Primers used in this study
| Gene | Forward primer (5' – 3') | Reverse primer (5' – 3') | Amplicon |
| ATGGGCGATGTGCTTTCACT | TCAAACCCATCGCCTTTCTT | 101 | |
| TCCAGCAGCTAACCCGTACC | GGTTTTTGTCCATCGCATCG | 101 | |
| CTGCCGTGAGTGAGTACCCA | AACCTGAACCGCACCAACC | 101 | |
| CACAGCTGATGCAGAGCGTC | GAAGAAATAGGCCGGTGCG | 101 | |
| GGTGAGCTGGTTGATCTGGG | GCATTCGCTTTACCCTGACC | 101 | |
| TGACTGTGTGCTGATGGTGCT | CGTCAAACGTTGACGCAATG | 101 | |
| ACCATCGCGTCTAAAGCAGG | TTAGCAATGTCAACACCGGC | 101 | |
| CAAGACCGACAGCGTTGCTA | CGGGCCCAGTTCATTAAACA | 91 | |
| TGCGTATTTCGTATTGCGTGA | TCTTCTACCAGCGGTGCCC | 96 | |
| CTCTCTGATGGGCGGTAACG | TGGAGTTGTTAGTGCGGCTTG | 101 | |
| TCCGCTGATTAAGGATGACGA | GCGTCCAAACTTCCTGCATT | 101 | |
| CAATATTCCCCACTGCTGCC | CACCTAGGCGACGATCCCT | 101 |