| Literature DB >> 23777660 |
Elisabeth Marchal1, Ekaterina F Hult, Juan Huang, Stephen S Tobe.
Abstract
BACKGROUND: Quantitative RT-PCR (q-RT-PCR) is a powerful tool that allows for the large scale analysis of small changes in gene expression. Accurate and reliable results depend on the use of stable reference genes for normalization. However, the expression of some widely used housekeeping genes can vary under different experimental setups. To our knowledge, no validation studies have been reported for reference genes in cockroaches. The aim of the current study is the identification and validation of a set of eight housekeeping genes during the first gonadotrophic cycle of the cockroach, Diploptera punctata. This study made use of two different algorithms (geNorm and Normfinder) to evaluate the stability of gene expression.Entities:
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Year: 2013 PMID: 23777660 PMCID: PMC3750588 DOI: 10.1186/1756-0500-6-237
Source DB: PubMed Journal: BMC Res Notes ISSN: 1756-0500
Figure 1JH and oocyte measurements of the test animals. The right-hand axis shows the length of basal oocytes dissected from D. punctata females during the first gonadotrophic cycle (day 0 to day 6 after the imaginal molt, oviposition took place at the start of day 7). The data represent means of 30 individual animals. Vertical bars indicate standard deviations. The left-hand axis represents the amount of JH released during the first gonadotrophic cycle (day 0 to day 7 after final molt). The data are represented in pmol/hour per individual CA and represent means of 12 independent biological replicates. The vertical bars indicate standard errors.
Name, symbol, function, primer sequences and accession number for the housekeeping genes and the target gene
| Actin 5C | Actin | Cytoskeletal structural protein | F 5'-CATCAGGGAGTCATGGTCGGCA-3' | JQ086312 |
| R 5'-GCATACAGGTCTTTACGGATGTCC-3' | ||||
| Elongation factor 1 alpha | EF1-a | Protein synthesis | F 5'-TTCGAGAAGGAAGCCCAGGARATGG-3' | JQ086311 |
| R 5'-CACDGAYGGACCAATCAGCACAYCT-3' | ||||
| Glyceraldehyde-3-phosphate dehydrogenase | GAPDH | Glycolysis | F 5'-ATGTCDAAGATYGGWATCAACGG-3' | KC149901 |
| R 5'-TTAGTCYTTKGACTGCATG-3' | ||||
| Armadillo | Arm | Cell adhesion | F 5'-ATGGARGARATHGTNGARGGAAC-3' | KC149902 |
| R 5'-TTGTARTCYTGNGGYTTRTCYTC-3' | ||||
| Ribosomal protein L32 | RpL32 | Ribosomal structural constituent | F 5'-AARCCNAARGGNATYGACAAYAG-3' | KC149903 |
| R 5'-CRCARTAYTTSCKRTTMTGCATCAT-3' | ||||
| Succinate dehydrogenase | SDHa | Energy metabolism | F 5'-TGGCAGTGGCAYATGTAYGAY-3' | KC149904 |
| R 5'-GTYTGCATNGTYTTYTGCAT-3' | ||||
| Annexin IX | AnnIX | Cell differentiation, membrane fusion | F 5'-AARTGYACYCCHACRGTRTAYCC-3' | KC149905 |
| R 5'-TTRATRTCMSCYARRTCNATYTC-3' | ||||
| a-tubulin | Tub | Cytoskeletal structural protein | F 5'-ATGCGTGARTGTATHTCRRTBCA-3' | KC149906 |
| R 5'-GARTCCATNCCNACYTCYTCRTA-3' | ||||
| Follicle cell protein 3c | Fcp 3c | Vitellogenesis | F 5'-TGYRYHTGTGGARTGTTYTTRA-3' | KC149907 |
| R 5'-TCYTTRCARCARTAYTCYCKWCC-3' |
q-RT-PCR primer sequences, amplicon size, reaction efficiencies and correlation coefficients in q-RT-PCR assay for the selected references genes and the target genes and
| 5'-TCGCACACAGTACCAATCTATGAA-3' | 5'-CAAGTCACGACCAGCCAGATC-3' | 78 | 99.3 | 0.980 | |
| 5'-TCGTCTTCCTCTGCAGGATGTCT-3' | 5'-GGGTGCAAATGTCACAACCATACC-3' | 109 | 99.2 | 0.994 | |
| 5'-TCCGTGTGCCTGTTCCTAATG-3' | 5'-GCTGCCTTGCCAAGTCTGA-3' | 61 | 100 | 0.988 | |
| 5'-GCTACTGCACCACTCACAGAATTATT-3' | 5'-CTGCAGCATACGTTGCAACA-3' | 64 | 94.5 | 0.980 | |
| 5'-GCGCTTCAAGGGCCAGTAC-3' | 5'-TGCTTGGTTTTCTTATTGCTACCA-3' | 63 | 97.4 | 0.995 | |
| 5'-GCTCTTCTGTGCATGGTGCTAA-3' | 5'-GCACGTCCGAACACAACAAG-3' | 70 | 94.6 | 0.975 | |
| 5'-CAGAGGTTGGAGATTGCTGA-3' | 5'-TGCATCTTCAAATGCTCCTC-3' | 96 | 90.8 | 0.989 | |
| 5'-AAATTACCAACGCTTGCTTTGAA-3' | 5'-TGGCGAGGATCGCATTTT-3' | 58 | 95.1 | 0.993 | |
| 5'-TCTACCTTGCAACGCTTTTG-3' | 5'-TCCCTGTCTATTGAGCCACA-3' | 111 | 92.9 | 0.975 | |
| 5'-GTTGGGATCTCGGAGCATGG -3' | 5'-CGAACACGTCATGCATCGGT -3' | 116 | 100 | 0.992 |
Figure 2Boxplots showing the Ct variation of the reference genes. The variation in Ct values of the eight candidate reference genes in (A) the CA samples (3 biological replicates for each time point, n = 24) and in (B) the ovary (3 biological replicates for each time point, n = 24) as indicated by the raw Ct values. The values are given as the cycle threshold (Ct, mean of triplicate samples). The boxplots show the 25th quartile, median and the 75th quartile (horizontal lines) and the minimal and maximal values (whiskers).
Figure 3Stability values in the CA as generated by the two algorithms, A) geNorm and B) Normfinder. (A) The average expression stability values (AESM) from least stable (left) to most stable (right). Threshold for an unstable gene is M ≥ 1.5. (B) The expression stability values from the candidate reference genes calculated by the Normfinder software.
Figure 4Stability values in the ovary as generated by the two algorithms, A) geNorm and B) Normfinder. (A) The average expression stability measure (AESM) from least stable (left) to most stable (right). Threshold for an unstable gene is M ≥ 1.5. (B) The expression stability values from the candidate reference genes calculated by the Normfinder software.
Figure 5Optimal number of reference genes for normalization as calculated by geNorm. Pairwise variation analysis determining the optimal number of reference genes required ensuring accurate normalization between normalization factors NFn and NFn+1 in (A) CA and (B) ovary during the gonadotrophic cycle.
Figure 6Graphical representation of the relative transcript level of the target gene A) measured in the ovary and B) in the CA during the first gonadotrophic cycle of . Measurements were taken every day during the cycle (day 0 to day 7 after final molt). The data represent means of three independent pools of ten animals, run in triplicate using q-RT-PCR. Fcp 3c was normalized to Tub, RpL32 and EF1α transcript levels or to Actin transcript levels. CYP15A1 was normalized to EF1α and Arm transcript levels or to AnnIX transcript levels. Vertical bars indicate S.E.M.