| Literature DB >> 26030743 |
Jaryd A Ridgeway1, Alicia E Timm1.
Abstract
Despite the agricultural importance of species in the Grapholitini (Lepidoptera: Tortricidae), and the value of gene expression analysis for improved population management, few gene expression studies based on quantitative real-time PCR (qPCR) have been conducted for this tribe. Part of the reason for this lack of information is that suitable reference genes, which are fundamental for accurate normalization of qPCR studies, have not been identified for the tribe. Thus, the expression stability of six potential reference genes (ACT, AK, COI, EF1, ENO and TUB) was assessed in three different tissues (whole body, midgut and cuticle) of Cryptophlebia peltastica (Meyrick), Cydia pomonella (L.) and Thaumatotibia leucotreta (Meyrick). Additionally, these reference genes were tested using T. leucotreta at different temperatures (15°C, 25°C and 35°C) with and without baculovirus infection. Suitable reference genes were identified for the whole body and midgut tissue of all three species, and for cuticle tissue of Cy. pomonella and T. leucotreta. When T. leucotreta was infected with the virus at all temperature conditions ACT, AK and EF1 were found to be the most suitable reference genes for experimental normalization. In general, for all tissue types, species and stress conditions, AK and EF1 were the best-performing reference genes. However, even though the three species analysed were closely related and within the same tribe, each species required varying gene combinations for suitable normalization. This study provides the first reference gene evaluation for the Tortricidae, and paves the way for future qPCR analysis in Tortricidae.Entities:
Mesh:
Substances:
Year: 2015 PMID: 26030743 PMCID: PMC4450875 DOI: 10.1371/journal.pone.0129026
Source DB: PubMed Journal: PLoS One ISSN: 1932-6203 Impact factor: 3.240
Primers used for reference gene selection for normalization of qPCR analysis of three species of Tortricidae.
| Amplification efficiency % (R2) | ||||||
|---|---|---|---|---|---|---|
| Gene | Primer sequence (5'-3') | Amplicon length (bp) | Reference species |
|
|
|
| ACT | F:AAT TAC CAT TGG TAA CGA GCG ATT, R:TGC TTC CAT ACC CAG GAA TGA | 73 |
| 107.25 (0.965) | 101.05 (0.987) | 104.31 (0.996) |
| AK | F:CTA AGG AAA CCC AGC AGC AG, R:GGC AGT CAC CAA CCT CTT GT | 188 | Tortricidae | 101.25 (0.985) | 106.9 (0.968) | 97.85 (0.985) |
| CO1 | F:CCG GGA TCT TTA ATT GGT GA, R:CAT CCT GGT CCT GCT CCA TT | 171 | Tortricidae | 2453.55 (0.955) | 104 (0.993) | 99.6 (0.994) |
| EF1 | F:ACG TCT ACA AAA TCG GCG GT, R:GAT GGT GGC AGG TGC GAA TA | 61 |
| 107.2 (0.999) | 105 (0.985) | 101.85 (0.995) |
| ENO | F:ACT TGG TGC TAA CGC CAT TC, R:GCC AAG TCA GCC AAG TGT TT | 59 | Tortricidae | No amplification | 102.5 (0.959) | 97.4 (0.987) |
| TUB | F:ACC CGC GTA TCC ACT TCC C, R:AAC TCG CCC TCC TCC ATA CC | Not available |
| 94 (0.939) | 96 (0.985) | 97.8 (0.986) |
Fig 1Expression levels for candidate reference genes for three different tissue types and species of Tortricidae.
Expression levels of reference genes are expressed in cyclic-threshold (Cp). Boxes indicate Cp means and whiskers standard deviations from the means.
Analysis of candidate reference genes for normalization of C. peltastica, Cy. pomonella and T. leucotreta whole body tissue.
| Bestkeeper analysis | Normfinder analysis | geNorm analysis | |||
|---|---|---|---|---|---|
| Standard Deviation (> 1) | Stability value (> 1) | Standard error (> 1) | M (> 0.5) | CV (> 0.3) | |
|
| |||||
| ACT | 2.987 | 3.016 | 1.519 | ||
| AK | 0.474 |
|
|
|
|
| EF1 | 0.733 | 0.725 | 0.235 | ||
| TUB | 0.182 | 0.693 | 0.234 |
|
|
|
| |||||
| ACT | 0.064 | 0.414 | 0.222 | ||
| AK | 0.302 |
|
|
|
|
| COI | 0.159 | 0.297 | 0.174 | ||
| EF1 | 0.293 | 0.026 | 0.362 |
|
|
| ENO | 0.459 | 0.344 | 0.192 | ||
| TUB | 0.330 | 0.221 | 0.147 | ||
|
| |||||
| ACT | 0.358 |
|
|
|
|
| AK | 0.057 | 0.222 | 0.123 | ||
| COI | 0.379 | 0.210 | 0.122 |
|
|
| EF1 | 0.391 | 0.214 | 0.122 | ||
| ENO | 0.340 | 0.726 | 0.238 | ||
| TUB | 0.611 | 0.564 | 0.193 | ||
Values in bold indicate best performing genes for Normfinder and geNorm analyses. Due to possible misleading results resulting from co-regulation, only the best gene combinations are shown for geNorm analysis.
Analysis of candidate reference genes for normalization of C. peltastica, Cy. pomonella and T. leucotreta midgut tissue.
| Bestkeeper analysis | Normfinder analysis | geNorm analysis | |||
|---|---|---|---|---|---|
| Standard Deviation (> 1) | Stability value (> 1) | Standard error (> 1) | M (> 0.5) | CV (> 0.3) | |
|
| |||||
|
| 0.420 | 0.416 | 0.171 | ||
|
| 0.697 | 0.590 | 0.204 |
|
|
|
| 0.429 |
|
| ||
|
| 0.580 | 0.330 | 0.162 |
|
|
|
| |||||
|
| 1.184 | 1.308 | 0.477 | ||
|
| 0.505 |
|
|
|
|
|
| 0.950 | 0.910 | 0.363 | ||
|
| 0.514 | 0.114 | 0.503 | 0.662 | 0.307 |
|
| 0.698 | 0.629 | 0.266 | 0.721 | 0.318 |
|
| 0.235 | 0.218 | 0.316 |
|
|
|
| |||||
|
| 0.590 | 0.795 | 0.261 | ||
|
| 0.420 | 0.165 | 0.232 |
|
|
|
| 0.290 | 0.254 | 0.193 | ||
|
| 0.500 | 0.533 | 0.208 |
|
|
|
| 0.780 | 1.362 | 0.402 | ||
|
| 0.640 |
|
| ||
Values in bold indicate best performing genes for Normfinder and geNorm analyses. Due to possible misleading results resulting from co-regulation, only the best gene combinations are shown for geNorm analysis.
Analysis of candidate reference genes for normalization of C. peltastica, Cy. pomonella and T. leucotreta cuticle tissue.
| Bestkeeper analysis | Normfinder analysis | geNorm analysis | |||
|---|---|---|---|---|---|
| Standard Deviation (> 1) | Stability value (> 1) | Standard error (> 1) | M (>0.5) | CV (>0.3) | |
|
| |||||
| ACT | 0.422 | 1.321 | 1.323 | ||
| AK | 0.399 | 1.495 | 1.345 | ||
| EF1 | 0.822 | 2.087 | 1.489 | ||
| TUB | 0.360 |
|
| ||
|
| |||||
| ACT | 0.422 | 1.038 | 0.538 |
|
|
| AK | 0.501 |
|
| ||
| CO1 | 0.249 | 0.470 | 0.303 | ||
| EF1 | 0.324 | 0.483 | 0.308 |
|
|
| ENO | 0.071 | 0.553 | 0.332 | ||
| TUB | 0.461 | 0.566 | 0.337 | ||
|
| |||||
| ACT | 0.775 | 0.368 | 0.215 | ||
| AK | 1.098 | 0.099 | 0.160 | ||
| CO1 | 0.920 |
|
|
|
|
| EF1 | 0.908 | 0.096 | 0.162 |
|
|
| ENO | 0.838 | 0.189 | 0.157 | ||
| TUB | 1.462 | 0.903 | 0.455 | ||
Values in bold indicate best performing genes for Normfinder and geNorm analyses. No suitable genes were identified for C. peltastica cuticle by geNorm analysis. Due to possible misleading results resulting from co-regulation, only the best gene combinations are shown for geNorm analysis.
Analysis of candidate reference genes for qPCR normalization of T. leucotreta under different biological conditions, including CrleGV infection at three different temperatures.
| Bestkeeper analysis | Normfinder analysis | geNorm analysis | |||
|---|---|---|---|---|---|
| Standard Deviation (> 1) | Stability value (> 1) | Standard error (> 1) | M (>0.5) | CV (>0.3) | |
|
| |||||
| ACT | 0.280 | 0.133 | 0.371 | ||
| AK | 0.150 |
|
|
|
|
| CO1 | 0.280 | 0.373 | 0.294 |
|
|
| EF1 | 0.100 | 0.155 | 0.339 | ||
| ENO | 0.850 | 1.220 | 0.623 | ||
| TUB | 0.420 | 0.772 | 0.428 | ||
|
| |||||
| ACT | 0.200 | 0.296 | |||
| AK | 0.300 |
|
| ||
| CO1 | 0.300 | 0.246 | |||
| EF1 | 0.160 |
|
|
|
|
| ENO | 1.060 | 1.064 |
|
| |
| TUB | 0.620 | 0.924 | |||
|
| |||||
| ACT | 0.860 | 0.775 | 0.448 |
|
|
| AK | 0.610 |
|
|
|
|
| CO1 | 0.200 | 1.000 | 0.539 | ||
| EF1 | 0.550 | 0.080 | 0.797 | ||
| ENO | 1.010 | 1.073 | 0.570 | ||
| TUB | 0.130 | 0.421 | 0.342 | ||
|
| |||||
| ACT | 0.770 | 0.404 |
|
| |
| AK | 0.610 | 0.369 |
|
| |
| CO1 | 0.700 | 0.443 | |||
| EF1 | 0.380 |
|
|
|
|
| ENO | 1.320 | 0.937 | |||
| TUB | 0.760 |
|
|
|
|
|
| |||||
| ACT | 0.280 |
|
|
|
|
| AK | 0.530 | 0.223 |
|
| |
| CO1 | 0.370 | 0.310 | |||
| EF1 | 0.310 |
|
|
|
|
| ENO | 0.520 | 0.360 | |||
| TUB | 0.490 | 0.238 |
|
| |
|
| |||||
| ACT | 0.520 | 0.347 |
|
| |
| AK | 0.520 |
|
|
|
|
| CO1 | 0.380 | 0.409 | |||
| EF1 | 0.360 |
|
| ||
| ENO | 0.630 | 0.554 | |||
| TUB | 0.590 | 0.338 | |||
|
| |||||
| ACT | 0.510 | 0.420 |
|
| |
| AK | 0.490 |
|
|
|
|
| CO1 | 0.480 | 0.657 | |||
| EF1 | 0.330 |
|
|
|
|
| ENO | 0.900 | 0.825 | |||
| TUB | 0.650 | 0.591 | |||
At 25°C, uninfected midgut samples are as described in Table 4.