| Literature DB >> 22395020 |
Rafaela M Paim1, Marcos H Pereira, Raffaello Di Ponzio, Juliana O Rodrigues, Alessandra A Guarneri, Nelder F Gontijo, Ricardo N Araújo.
Abstract
BACKGROUND: Rhodnius prolixus is a blood-feeding insect that can transmit Trypanosoma cruzi and Trypanosoma rangeli to vertebrate hosts. Recently, genomic resources for invertebrate vectors of human pathogens have increased significantly, and R. prolixus has been one of the main species studied among the triatomines. However, the paucity of information on many of the fundamental molecular aspects of this species limits the use of the available genomic information. The present study aimed to facilitate gene expression studies by identifying the most suitable reference genes for the normalization of mRNA expression data from qPCR.Entities:
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Year: 2012 PMID: 22395020 PMCID: PMC3337225 DOI: 10.1186/1756-0500-5-128
Source DB: PubMed Journal: BMC Res Notes ISSN: 1756-0500
Description, primer sequence and amplicon characteristics for the five candidate reference genes tested
| Symbol | Name | Function | Primer Sequences | Amplicon size (bp) | E (%) * | R2 ** |
|---|---|---|---|---|---|---|
| β-actin | Involved in cell motility, structure and integrity | 151 | 92% | 0.996 | ||
| Glyceralde hyde-3- phosphate dehydrogen ase | Glycolysis | 111 | 96% | 0.9906 | ||
| α-tubulin | Cytoskeleton structural protein | 129 | 90.1% | 0.9978 | ||
| 60S ribosomal protein | Structural constituent of ribosome | 117 | 93% | 0.9991 | ||
| 18S ribosomal RNA | Cytosolic small ribosomal subunit | 105 | 100% | 0.9617 |
*Real-time qPCR efficiency (calculated by the standard curve method)
** Regression coefficient calculated from the regression line of the standard curve
Figure 1The variation in gene expression in the tissues as indicated by the raw C. The box plots show the expression levels of the candidate reference genes in (A) all of the crop samples (n = 22), (B) all of the salivary glands samples (n = 15) and (C) all of the tissues and conditions (n = 37). The values are given as the cycle threshold (CT, mean of triplicate samples). The global expression levels of the different genes analyzed are shown as the 25th and 75th quartiles (horizontal lines), median (emphasized horizontal line) and minimal to maximal value (whiskers)
P values calculated by the two tailed Mann-Whitney test with the raw CT values of the genes in the salivary gland and crop after bloodfeeding* or infection** with T.cruzi or T. rangeli
| Salivary Gland | Crop | ||||
|---|---|---|---|---|---|
| Blood feeding | Blood feeding | ||||
| 1.000 | 0.036 | 0.057 | 0.071 | 1.000 | |
| 0.857 | 0.036 | 0.629 | 0.051 | 0.686 | |
| 0.628 | 0.571 | 0.114 | 0.393 | 0.200 | |
| 0.400 | 1.000 | 0.226 | 0.250 | 0.245 | |
| 0.400 | 0.714 | 0.226 | 0.571 | 0.886 | |
* Comparison between before and after bloodfeeding
**Comparison between infected and non-infected
Figure 2Gene expression stability of the candidate reference genes using the geNorm software. The average expression stability values (M) of the five reference genes were plotted from the least stable (left) to the most stable (right) in (A) the crop after blood feeding (n = 7 pools), (B) the salivary glands after blood feeding (n = 7 pools), (C) the crop after T. rangeli infection (n = 8 pools), (D) the salivary glands after T. rangeli infection (n = 8 pools) and (E) the crop after T. cruzi infection (n = 7 pools)
Figure 3The pairwise variation (V) of the candidate reference genes for accurate normalization in the two tissue samples in the different conditions: after blood feeding, . The threshold value (0.15) is marked with a dashed line and indicates that the use of only the two most stable genes was sufficient to obtain an accurate normalization in all of the analyzed groups (V 2/3 < 0.15). SG, salivary gland.
Descriptive statistics of the five candidate reference genes based on their cyclethreshold value (CT) as calculated by the BestKeeper algorithm
| Samples after blood feeding | Geo mean (CT) | 12.66 | 19.45 | 24.38 | 21.68 | 18.28 | |
| Min-max (CT) | 12.25-13.10 | 19.18-20.27 | 23.51-24.86 | 21.23-22.43 | 18.88-20.0 | ||
| Std dev (± CT) | 0.17 | 0.23 | 0.41 | 0.43 | 0.52 | ||
| Std dev (± x-fold) | 1.12 | 1.18 | 1.33 | 1.35 | 1.43 | ||
| Samples after | Gene name | ||||||
| Geo mean (CT) | 16.93 | 17.70 | 12.06 | 23.73 | 20.53 | ||
| Min-max (CT) | 16.64-17.11 | 17.38-18.14 | 11.78-12.48 | 23.1-24.67 | 19.88-21.24 | ||
| Std dev (± CT) | 0.12 | 0.15 | 0.17 | 0.40 | 0.41 | ||
| Std dev (± x-fold) | 1.09 | 1.11 | 1.12 | 1.32 | 1.33 | ||
| Samples after | Gene name | ||||||
| Geo mean (CT) | 12.21 | 18.02 | 16.66 | 19.22 | 23.33 | ||
| Min-max (CT) | 11.91-12.44 | 17.86-18.35 | 16.39-17.30 | 18.76-19.72 | 21.99-25.42 | ||
| Std dev (± CT) | 0.09 | 0.17 | 0.25 | 0.26 | 0.93 | ||
| Std dev (± x-fold) | 1.07 | 1.13 | 1.19 | 1.20 | 1.90 | ||
| Samples after blood feeding | Gene name | ||||||
| Geo mean (CT) | 12.03 | 19.09 | 20.00 | 22.18 | 23.05 | ||
| Min-max (CT) | 11.75-12.34 | 18.49-19.89 | 19.19-20.94 | 21.21-23.48 | 21.00-24.87 | ||
| Std dev (± CT) | 0.23 | 0.46 | 0.47 | 0.65 | 1.17 | ||
| Std dev (± x-fold) | 1.17 | 1.38 | 1.39 | 1.56 | 2.24 | ||
| Samples after | Gene name | ||||||
| Geo mean (CT) | 11.47 | 18.68 | 20.52 | 18.45 | 22.94 | ||
| Min-max (CT) | 11.31-11.69 | 18.42-18.97 | 20.02-21.53 | 17.64-19.33 | 21.47-23.65 | ||
| Std dev (± CT) | 0.11 | 0.19 | 0.26 | 0.39 | 0.49 | ||
| Std dev (± x-fold) | 1.08 | 1.14 | 1.20 | 1.31 | 1.41 | ||
[CT], cycle threshold; Geo Mean [CT], geometric mean [CT]; Min-max [CT], extreme values of CT; Std dev [± CT], standard deviation [± CT]; Std dev [± x-fold], standard deviation of the absolute regulation coefficients
Expression stability values from the candidate reference genes calculated by the NormFinder software
| After blood feeding | After | After blood feeding | After | After | |||||
|---|---|---|---|---|---|---|---|---|---|
| 0.118 | 0.152 | 0.039 | 0.045 | 0.054 | |||||
| 0.125 | 0.176 | 0.072 | 0.109 | 0.127 | |||||
| 0.144 | 0.181 | 0.078 | 0.172 | 0.130 | |||||
| 0.185 | 0.202 | 0.168 | 0.174 | 0.188 | |||||
| 0.350 | 0.224 | 0.168 | 0.215 | 0.377 | |||||
| Best combination | Stability value | Best combination | Stability value | Best combination | Stability value | Best combination | Stability value | Best combination | Stability value |
| 0.087 | 0.077 | 0.043 | 0.074 | 0.077 | |||||
*The stability values are listed from the most stable to the least stable gene
Intra-group variation represented by the stability values calculated by the NormFinder software in the salivary glands and the crop of starving and blood-fed insects.
| Tissue | Salivary Glands | Crop | ||
|---|---|---|---|---|
| 0.010 | 0.121 | 0.000 | 0.060 | |
| 0.014 | 0.156 | 0.002 | 0.010 | |
| 0.413 | 0.428 | 0.143 | 0.064 | |
| 0.019 | 0.084 | 0.000 | 0.333 | |
| 0.206 | 0.062 | 0.057 | 0.004 | |
Intra-group variation close to zero indicates high stability