| Literature DB >> 31720111 |
He Du1, Wenjing Wu1, Xueyi Huang1, Zhiqiang Li1.
Abstract
The Formosan subterranean termite, Coptotermes formosanus Shiraki, is a serious pest worldwide. Juvenile hormone analog (and its analogs such as methoprene) can induce the transformation of the worker caste into soldier caste in C. formosanus. However, several factors, such as feeding substrate and colony origin, influence the proportion of solider formation. The molecular mechanism of worker to soldier transformation of C. formosanus is still not clear. RT-qPCR is a powerful tool for molecular studies. Accurate gene quantification by the relative quantification method requires a stable expressed gene as the reference gene. However, no reference genes were available for this species in the methoprene bioassay. To study the problem of gene response to methoprene by RT-qPCR we have to first screen reference genes in C. formosanus. Workers were fed with methoprene. Termites were collected during the methoprene bioassay and separated into head and thorax+abdomen. Expression profiles of 10 candidate reference genes in the two body part types were investigated using RT-qPCR. The results were analyzed by a set of established methods (geNorm, NormFinder, BestKeeper, and RefFinder) as well as comparative ΔCt method. Our results suggest that RPS18 is the most stably-expressed gene both in the head and thorax+abdomen for expression analysis in the methoprene bioassay of C. formosanus. The screening of suitable reference genes in C. formosanus establishes the foundation for the molecular study of soldier caste differentiation in this species.Entities:
Keywords: Expression stability; Methoprene bioassay; Normalization
Year: 2019 PMID: 31720111 PMCID: PMC6839520 DOI: 10.7717/peerj.7981
Source DB: PubMed Journal: PeerJ ISSN: 2167-8359 Impact factor: 2.984
Primers of 10 candidate reference genes used for qPCR in the methoprene bioassay of C. formosanus.
| Gene | Primer sequence | Amplicon length (bp) | |||
|---|---|---|---|---|---|
| F | TGCCCAGGTTTGTCTCTTATTC | 143 | 102.9 | 0.9993 | |
| R | CTACCACTCCCAATACACCATTC | ||||
| F | TTGGGTTGGGATGGTTTAGG | 117 | 96.7 | 0.9944 | |
| R | AGCCACATCACCAATACGATTA | ||||
| F | GACATCAAAGAGAAACTGTGCTATG | 105 | 97.0 | 0.9958 | |
| R | ACCATCAGGCAACTCGTATG | ||||
| F | GTGTGCCAGTTTCCAATGTG | 101 | 96.7 | 0.9960 | |
| R | TGCTGCTGCTTCCTTAACT | ||||
| F | TCCTCTTTCGCTGGGTATTG | 118 | 93.3 | 0.9955 | |
| R | TGGCTGGTTGTCTGAGTATG | ||||
| F | ATGGAGGAAACCTAAGGGTATTG | 120 | 96.8 | 0.9910 | |
| R | AAGCCAGTAGGAAGCATGTG | ||||
| F | GTATGAGGAGGATTCGCTGTAG | 107 | 86.6 | 0.9898 | |
| R | AATAGTAGGTGGACTAGGGTTATTG | ||||
| F | ATTGAGCGTAAGGAGGGTAAAG | 112 | 92.0 | 0.9990 | |
| R | CATCCTGAAGAGGAAGACGAAG | ||||
| F | CGATGGCAAGAGGAAGGTTAT | 107 | 99.6 | 0.9940 | |
| R | CCCGCTTATCCAGATCAATGT | ||||
| F | CGAGATTGAGCAATAACAGGTC | 207 | 93.8 | 0.9732 | |
| R | ACGTAATCAACGCGAGCTTATG |
Figure 1Expression profiles of 10 candidate reference genes in the methoprene bioassay of C. formosanus.
The median is the line inside the box. The lower and upper edges of the box are the first and third quartile, respectively. The upper horizontal line is the maximum Ct value. The lower horizontal line is the minimum Ct value. (A) Expression profiles of the 10 candidate genes in the head. (B) Expression profiles of the 10 candidate reference genes in the thorax+abdomen.
Ranking of the stability values of the 10 candidate reference genes based on five algorithms in the methoprene bioassay in the head of C. formosanus.
| RefFinder | ΔCt | NormFinder | geNorm | BestKeeper | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Gene | GM | Genes | SV | Gene | SV | Gene | SV | Gene | SD | Gene | [ | |
| 1.19 | 0.66 | 0.19 | 0.34 | 0.56 | 0.94 | 0.001 | ||||||
| 2.59 | 0.71 | 0.33 | 0.34 | 0.57 | 0.94 | 0.001 | ||||||
| 3.25 | 0.71 | 0.36 | 0.415 | 0.66 | 0.89 | 0.001 | ||||||
| 4.12 | 0.73 | 0.40 | 0.423 | 0.76 | 0.89 | 0.001 | ||||||
| 4.30 | 0.74 | 0.42 | 0.48 | 0.77 | 0.86 | 0.001 | ||||||
| 4.73 | 0.74 | 0.43 | 0.52 | 0.81 | 0.85 | 0.001 | ||||||
| 5.05 | 0.77 | 0.48 | 0.54 | 0.87 | 0.82 | 0.001 | ||||||
| 8.00 | 0.89 | 0.66 | 0.59 | 0.98 | 0.78 | 0.001 | ||||||
| 9.00 | 1.19 | 1.04 | 0.71 | 1.02 | 0.66 | 0.001 | ||||||
| 10.00 | 1.47 | 1.38 | 0.86 | 1.14 | 0.60 | 0.001 | ||||||
Notes:
GM, geometric mean; SV, stability value; SD, standard deviation; [r], Pearson’s correlation coefficient.
Figure 2Determination of the optimal number of reference genes for normalization by geNorm in the methoprene bioassay of C. formosanus.
The pairwise variations between two sequential normalization factors were used to determine the number of the optimal reference genes. The 0.15 threshold was used as a cut-off line. The pairwise variation in the head (A) showed that V2/3 = 0.141, so two genes were enough for an accurate normalization in the head. However, according to the pairwise variation in the thorax+abdomen (B), the second pairwise variation ratio was less than 0.15 (V3/4 = 0.139). So, in the thorax+abdomen, three genes were suggested to accurately normalize the target genes.
Ranking of the stability values of the 10 candidate reference genes based on five algorithms in the methoprene bioassay in the thorax+abdomen of C. formosanus.
| RefFinder | ΔCt | NormFinder | geNorm | BestKeeper | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Genes | GM | Genes | SV | Genes | SV | Genes | SV | Genes | SD | Genes | [ | |
| 1.41 | 0.73 | 0.35 | 0.45 | 0.53 | 0.92 | 0.001 | ||||||
| 2.11 | 0.78 | 0.43 | 0.45 | 0.62 | 0.91 | 0.001 | ||||||
| 3.08 | 0.78 | 0.45 | 0.52 | 0.727 | 0.90 | 0.001 | ||||||
| 3.22 | 0.78 | 0.46 | 0.58 | 0.728 | 0.86 | 0.001 | ||||||
| 4.74 | 0.79 | 0.47 | 0.59 | 0.81 | 0.856 | 0.001 | ||||||
| 5.32 | 0.81 | 0.50 | 0.61 | 0.87 | 0.84 | 0.001 | ||||||
| 6.09 | 0.86 | 0.59 | 0.65 | 0.88 | 0.82 | 0.001 | ||||||
| 7.44 | 0.9 | 0.63 | 0.69 | 0.94 | 0.78 | 0.001 | ||||||
| 9.24 | 1.24 | 1.10 | 0.80 | 0.96 | 0.70 | 0.001 | ||||||
| 9.74 | 1.29 | 1.16 | 0.90 | 1.12 | 0.69 | 0.001 | ||||||
Notes:
GM, geometric mean; SV, stability value; SD, standard deviation; [r], Pearson’s correlation coefficient.