| Literature DB >> 36135485 |
Delong Kong1,2,3, Daxia Shi1,2,3, Changlu Wang4, Ruyue Zhai1,2,3, Lingling Lyu5, Yurong He1,2,3, Desen Wang1,2,3.
Abstract
The tropical bed bug, Cimex hemipterus (F.) (Hemiptera: Cimicidae) is an important public-health pest that feeds on the blood of humans and some other animals. To explore the function of the target genes of C. hemipterus, it is essential to select suitable reference genes for the accurate quantification of gene expression. Here, we selected 10 frequently used reference genes in insects and evaluated their stability in C. hemipterus under various biotic (developmental stage, sex, and tissue) and abiotic (gas stimulation and temperature) conditions through RefFinder (which integrates four computational programs: geNorm, NormFinder, BestKeeper, and ∆Ct). Results indicate that the optimal combination of reference genes for each experimental condition was as follows: RPL8 and EF1α for the developmental stage (eggs, early instar nymphs, late instar nymphs, and adults), RPL8 and RPS16 for adult sex, RPL8 and RPL11 for adult tissue (head, thorax, abdomen, and legs), RPL8 and β-tubulin for gas stimulation (air and carbon dioxide), and RPL8 and NADH for temperature (0, 5, 17, 30, and 37 °C). Finally, the expression pattern of the HSP70 and GR21 genes were analyzed, and the results highlight the importance of appropriate reference-gene selection. Our results provide a comprehensive list of optimal reference genes from C. hemipterus for the first time, which will contribute to accurately analyzing the expression of target genes.Entities:
Keywords: Cimex hemipterus; quantitative real-time PCR; reference gene
Year: 2022 PMID: 36135485 PMCID: PMC9502763 DOI: 10.3390/insects13090784
Source DB: PubMed Journal: Insects ISSN: 2075-4450 Impact factor: 3.139
The primer sets and amplification efficiency of the 10 candidate reference genes used for qRT-PCR.
| Gene | Primer Sequence a (5′–3′) | Amplicon Length (bp) | Efficiency b (%) | R2 c |
|---|---|---|---|---|
|
| F: AGGCACGGTTACATCAAAGG | 131 | 111.07 | 0.9952 |
| R: TCGGGAGCAATGAAGAGTTC | ||||
|
| F: GAAGAATGTCATGCGAGATGTCAGG | 129 | 92.28 | 0.9987 |
| R: CCTTTGAGAAGACTGGCTGCTG | ||||
|
| F: ATTGGCAGAGGTTCATTCGT | 131 | 100.91 | 0.9979 |
| R: GCATCTCACTGCTGGTCTCA | ||||
|
| F: AATGGTCGCCCACTTGAGAT | 158 | 87.46 | 0.9976 |
| R: GCCTGCCTGATTGCGTAGAT | ||||
|
| F: TCAACTACCAACCACCCACT | 139 | 94.93 | 0.9990 |
| R: TTGGCGTACATCAAGTCAAA | ||||
|
| F: CCTTTGCTGGACGCCTCATT | 84 | 103.67 | 0.9902 |
| R: CGACCCGACTGGTGCATACC | ||||
|
| F: GCATTTAGAGTCCCTGTCGC | 149 | 91.12 | 0.9806 |
| R: ACTTCATCTTCGGTGTAGCC | ||||
|
| F: CGTTAGGACGTTTCGCTGTC | 103 | 106.65 | 0.9893 |
| R: GCCTTTGTCACTTTGCCACT | ||||
|
| F: GACTTCGAGCAGGAAATGGC | 114 | 98.08 | 0.9989 |
| R: TTCTGGGCAACGGAACCTCT | ||||
|
| F: AAAGACGAAGGTCGGGATTA | 76 | 87.11 | 0.9812 |
| R: GCATCAAAGAAACACGCATC |
a: F and R denote forward and reverse primers, respectively. b: qRT-PCR amplification efficiency, calculated by the standard curve method. c: Determination coefficient.
Figure 1Cycle threshold (Ct) values of 10 candidate reference genes in C. hemipterus under different experimental conditions. The boxes show the 25th and 75th percentiles, the line inside the box depicts the median value, and whiskers indicate the standard error of the mean.
Cycle threshold (Ct) values (mean ± SE) of 10 candidate reference genes under five different experimental conditions.
| Candidate Gene | Experimental Conditions | All * | ||||
|---|---|---|---|---|---|---|
| Developmental Stage | Sex | Tissue | Gas Stimulation | Temperature | ||
|
| 19.15 ± 0.16 | 18.50 ± 0.42 | 19.33 ± 0.11 | 27.61 ± 0.56 | 21.26 ± 0.23 | 20.68 ± 0.40 |
|
| 18.23 ± 0.57 | 18.62 ± 0.16 | 19.29 ± 0.16 | 26.97 ± 0.49 | 22.39 ± 0.23 | 20.78 ± 0.41 |
|
| 18.75 ± 0.24 | 19.40 ± 0.66 | 22.24 ± 1.03 | 28.34 ± 0.60 | 21.53 ± 0.23 | 21.60 ± 0.48 |
|
| 17.94 ± 0.65 | 17.63 ± 0.15 | 22.73 ± 1.19 | 29.70 ± 0.87 | 30.44 ± 0.41 | 24.09 ± 0.83 |
|
| 15.74 ± 0.67 | 16.59 ± 0.61 | 16.58 ± 0.16 | 23.08 ± 0.47 | 17.67 ± 0.16 | 17.47 ± 0.33 |
|
| 20.61 ± 0.44 | 22.18 ± 0.97 | 19.50 ± 0.50 | 27.67 ± 0.65 | 20.95 ± 0.17 | 21.46 ± 0.38 |
|
| 17.88 ± 0.53 | 18.30 ± 0.32 | 20.25 ± 0.20 | 27.77 ± 0.48 | 22.67 ± 0.19 | 21.06 ± 0.45 |
|
| 15.54 ± 0.54 | 15.52 ± 0.25 | 16.70 ± 0.17 | 24.27 ± 0.46 | 17.94 ± 0.23 | 17.55 ± 0.39 |
|
| 15.67 ± 1.20 | 16.87 ± 0.88 | 14.92 ± 0.31 | 23.29 ± 0.63 | 15.42 ± 0.12 | 16.46 ± 0.40 |
|
| 21.26 ± 0.35 | 26.60 ± 2.67 | 23.12 ± 0.52 | 32.34 ± 0.60 | 24.61 ± 0.10 | 24.61 ± 0.56 |
*: The mean cycle threshold (Ct) values (mean ± SE) of each reference gene under five experimental conditions in C. hemipterus.
Stability of 10 reference genes in Cimex hemipterus under different conditions.
| Condition | Rank * | geNorm | NormFinder | BestKeeper | ∆Ct | ||||
|---|---|---|---|---|---|---|---|---|---|
| Gene | Stability | Gene | Stability | Gene | Stability | Gene | Stability | ||
| Developmental stage | 1 |
| 0.118 |
| 0.274 |
| 0.283 |
| 0.622 |
| 2 |
| 0.118 |
| 0.278 |
| 0.349 |
| 0.623 | |
| 3 |
| 0.240 |
| 0.334 |
| 0.410 |
| 0.636 | |
| 4 |
| 0.269 |
| 0.378 |
| 0.428 |
| 0.675 | |
| 5 |
| 0.356 |
| 0.382 |
| 0.443 |
| 0.707 | |
| 6 |
| 0.434 |
| 0.433 |
| 0.457 |
| 0.722 | |
| 7 |
| 0.497 |
| 0.588 |
| 0.490 |
| 0.837 | |
| 8 |
| 0.560 |
| 0.685 |
| 0.622 |
| 0.865 | |
| 9 |
| 0.629 |
| 0.708 |
| 0.672 |
| 0.896 | |
| 10 |
| 0.813 |
| 1.513 |
| 0.963 |
| 1.551 | |
| Sex | 1 |
| 0.328 |
| 0.364 |
| 0.290 |
| 1.709 |
| 2 |
| 0.328 |
| 0.428 |
| 0.317 |
| 1.794 | |
| 3 |
| 0.640 |
| 0.709 |
| 0.385 |
| 1.914 | |
| 4 |
| 0.749 |
| 1.133 |
| 0.520 |
| 1.944 | |
| 5 |
| 0.881 |
| 1.192 |
| 0.691 |
| 1.947 | |
| 6 |
| 1.002 |
| 1.217 |
| 1.253 |
| 1.948 | |
| 7 |
| 1.183 |
| 1.380 |
| 1.272 |
| 2.039 | |
| 8 |
| 1.325 |
| 1.428 |
| 1.771 |
| 2.091 | |
| 9 |
| 1.421 |
| 1.448 |
| 1.986 |
| 2.241 | |
| 10 |
| 2.388 |
| 6.188 |
| 5.589 |
| 6.256 | |
| Tissue | 1 |
| 0.355 |
| 0.178 |
| 0.329 |
| 1.595 |
| 2 |
| 0.355 |
| 0.178 |
| 0.415 |
| 1.600 | |
| 3 |
| 0.484 |
| 0.247 |
| 0.422 |
| 1.667 | |
| 4 |
| 0.556 |
| 0.312 |
| 0.490 |
| 1.723 | |
| 5 |
| 0.632 |
| 0.579 |
| 0.524 |
| 1.775 | |
| 6 |
| 0.847 |
| 0.830 |
| 0.808 |
| 1.915 | |
| 7 |
| 1.057 |
| 1.165 |
| 1.173 |
| 2.158 | |
| 8 |
| 1.313 |
| 2.099 |
| 1.524 |
| 2.656 | |
| 9 |
| 1.838 |
| 3.835 |
| 3.203 |
| 4.031 | |
| 10 |
| 2.353 |
| 4.235 |
| 3.629 |
| 4.412 | |
| Gas stimulation | 1 |
| 0.325 |
| 0.241 |
| 0.893 |
| 0.689 |
| 2 |
| 0.325 |
| 0.400 |
| 0.958 |
| 0.737 | |
| 3 |
| 0.440 |
| 0.435 |
| 0.998 |
| 0.764 | |
| 4 |
| 0.491 |
| 0.453 |
| 1.004 |
| 0.766 | |
| 5 |
| 0.588 |
| 0.579 |
| 1.100 |
| 0.834 | |
| 6 |
| 0.624 |
| 0.616 |
| 1.105 |
| 0.846 | |
| 7 |
| 0.644 |
| 0.651 |
| 1.180 |
| 0.857 | |
| 8 |
| 0.696 |
| 0.718 |
| 1.231 |
| 0.892 | |
| 9 |
| 0.778 |
| 0.855 |
| 1.281 |
| 1.041 | |
| 10 |
| 0.864 |
| 1.089 |
| 1.767 |
| 1.207 | |
| Temperature | 1 |
| 0.230 |
| 0.279 |
| 0.345 |
| 0.616 |
| 2 |
| 0.230 |
| 0.343 |
| 0.390 |
| 0.653 | |
| 3 |
| 0.360 |
| 0.361 |
| 0.446 |
| 0.660 | |
| 4 |
| 0.416 |
| 0.407 |
| 0.554 |
| 0.664 | |
| 5 |
| 0.464 |
| 0.426 |
| 0.563 |
| 0.679 | |
| 6 |
| 0.512 |
| 0.447 |
| 0.726 |
| 0.688 | |
| 7 |
| 0.528 |
| 0.462 |
| 0.764 |
| 0.702 | |
| 8 |
| 0.573 |
| 0.568 |
| 0.776 |
| 0.791 | |
| 9 |
| 0.605 |
| 0.593 |
| 0.797 |
| 0.795 | |
| 10 |
| 0.766 |
| 1.341 |
| 1.211 |
| 1.411 | |
*: The ranking is based on stability; the lower the value, the higher the ranking.
Figure 2Stability ranking of 10 candidate reference genes in C. hemipterus under different treatment conditions analyzed by RefFinder (integrates four major computational programs: geNorm, NormFinder, BestKeeper, and ∆Ct). The lower the value, the higher the stability.
Figure 3Optimal reference-gene number was required for the normalization of target-gene expression in C. hemipterus under the different experimental conditions. The pairwise variation (V) value was calculated using geNorm to evaluate the optimal reference-gene number in the qRT-PCR analysis. A value less than 0.15 indicates that n reference genes are sufficient to normalize the expression of the target gene.
Figure 4Tissue expression patterns of HSP70 gene in C. hemipterus. The relative expression levels of HSP70 in the head (including antennae and mouthparts), thorax, abdomen, and legs were normalized to the top two most stable (A, RPL8 and RPL11) and least stable (B, RPL13 and RPS16) candidate reference genes, respectively. Different lower letters above bars represent significant differences in gene expression among different tissues (p < 0.05, Tukey’s HSD test).
Figure 5Tissue expression patterns of GR21 gene in C. hemipterus. The relative expression levels of GR21 in the head (including antennae and mouthparts), thorax, abdomen, and legs were normalized to the top two most stable (A, RPL8 and RPL11) and least stable (B, RPL13 and RPS16) candidate reference genes, respectively. Different lower letters above bars represent significant differences in gene expression among different tissues (p < 0.05, Tukey’s HSD test).