| Literature DB >> 31024022 |
Luana Aparecida Rogerio1, Diogo Manzano Galdeano1, Gabriella Dias Arena1, Maria Andreia Nunes1, Marcos Antonio Machado1, Valdenice Moreira Novelli2.
Abstract
Quantitative reverse transcription PCR (RT-qPCR) is a high-throughput method to analyze the transcriptional expression of genes. Currently, no reference genes have been described for evaluating gene expression in Brevipalpus yothersi, the false spider mite, a polyphagous that act as vector of the citrus leprosis virus C (CiLV-C), an important citrus disease. This study aimed to identify the most stable reference genes in B. yothersi. The RT-qPCR expression data for selected genes were evaluated from three conditions: different developmental stages, plant hosts and acquisition of CiLV-C. To analyze the stability of the candidate reference genes we used ΔCq method, GeNorm, NormFinder, BestKeeper and RefFinder. Ubiq and GAPDH are best suited for normalizing gene expression data in viruliferous and non-viruliferous mites. Ubiq, EF1α and GAPDH are the most stable for different developmental stages. RPL13 and RPL32 are the best reference genes for approaches to B. yothersi in different host plants. Considering all the experimental conditions, Ubiq, EF1α, and GAPDH were the most stable genes. Here we developed an accurate and comprehensive RT-qPCR strategy for use in B. yothersi gene expression analysis. These results will improve the understanding of the biology of the false spider mites and their role as virus vectors.Entities:
Mesh:
Year: 2019 PMID: 31024022 PMCID: PMC6484001 DOI: 10.1038/s41598-019-42993-2
Source DB: PubMed Journal: Sci Rep ISSN: 2045-2322 Impact factor: 4.379
Figure 1Expression profiles of candidate reference genes of B. yothersi from distinct experimental assays. (a) CiLV-C viruliferous and non-viruliferous mites, (b) mites from different developmental stages, (c) mites reared in different plant hosts and (d) total mite samples from all conditions. The expression levels in the samples are documented in Cq value. The line in the box represents the median. The interquartile rang is bordered by upper and lower edges, corresponding the 75th and 25th percentiles, respectively. The circle indicates an outlier.
Stability of candidate reference genes under different experimental conditions.
| Experimental Conditions | Rank | RefFinder | ΔCq | GeNorm | NormFinder | BestKeeper | |||||
|---|---|---|---|---|---|---|---|---|---|---|---|
| Gene | GMa | Gene | SDb | Gene | Mc | Gene | SVd | Gene | re | ||
| Viruliferous and Non-viruliferous | 1 |
| 1.86 |
| 0.51 |
| 0.18 |
| 0.05 |
| 0.99 |
| 2 |
| 2.45 |
| 0.55 |
| 0.18 |
| 0.06 |
| 0.99 | |
| 3 |
| 2.91 |
| 0.56 |
| 0.23 |
| 0.23 |
| 0.99 | |
| 4 |
| 3.98 |
| 0.57 |
| 0.28 |
| 0.25 |
| 0.99 | |
| 5 |
| 4.16 |
| 0.57 |
| 0.31 |
| 0.32 |
| 0.99 | |
| 6 |
| 4.3 |
| 0.58 |
| 0.35 |
| 0.43 |
| 0.99 | |
| 7 |
| 4.47 |
| 0.65 |
| 0.41 |
| 0.54 |
| 0.97 | |
| Developmental stage | 1 |
| 1.68 |
| 0.8 |
| 0.26 |
| 0.16 |
| 0.99 |
| 2 |
| 1.97 |
| 0.83 |
| 0.26 |
| 0.44 |
| 0.98 | |
| 3 |
| 2.45 |
| 0.89 |
| 0.41 |
| 0.45 |
| 0.98 | |
| 4 |
| 2.83 |
| 0.92 |
| 0.48 |
| 0.47 |
| 0.98 | |
| 5 |
| 4.4 |
| 0.94 |
| 0.54 |
| 0.57 |
| 0.97 | |
| 6 |
| 6 |
| 1.21 |
| 0.72 |
| 0.97 |
| 0.95 | |
| 7 |
| 7 |
| 1.23 |
| 0.86 |
| 1.09 |
| 0.93 | |
| Host plants | 1 |
| 2 |
| 0.5 |
| 0.1 |
| 0.05 |
| 0.99 |
| 2 |
| 2.51 |
| 0.54 |
| 0.1 |
| 0.09 |
| 0.99 | |
| 3 |
| 2.91 |
| 0.54 |
| 0.14 |
| 0.11 |
| 0.99 | |
| 4 |
| 3.64 |
| 0.54 |
| 0.19 |
| 0.13 |
| 0.98 | |
| 5 |
| 3.66 |
| 0.55 |
| 0.27 |
| 0.36 |
| 0.98 | |
| 6 |
| 3.83 |
| 0.61 |
| 0.34 |
| 0.5 |
| 0.93 | |
| 7 |
| 5.66 |
| 0.63 |
| 0.39 |
| 0.52 |
| 0.83 | |
| All conditions | 1 |
| 1.68 |
| 0.81 |
| 0.26 |
| 0.05 |
| 0.99 |
| 2 |
| 1.97 |
| 0.82 |
| 0.26 |
| 0.06 |
| 0.98 | |
| 3 |
| 2.28 |
| 0.85 |
| 0.4 |
| 0.23 |
| 0.98 | |
| 4 |
| 3.34 |
| 0.88 |
| 0.44 |
| 0.25 |
| 0.98 | |
| 5 |
| 4 |
| 1.01 |
| 0.5 |
| 0.32 |
| 0.97 | |
| 6 |
| 6 |
| 1.14 |
| 0.69 |
| 0.43 |
| 0.97 | |
| 7 |
| 6 |
| 1.16 |
| 0.8 |
| 0.54 |
| 0.96 | |
aGM: geometric mean: bSD standard deviation of comparative ΔCq. cM: average of stability expression values. dSV: Stability value. eR: Pearson’s correlation.
Figure 2Determination of the optimal number of reference genes for RT-qPCR normalization. The pairwise variation (Vn/Vn+1) was analyzed for normalization factors NFn and NFn+1 by GeNorm software to determine the optimal number of references genes required for RT-qPCR data normalization. Values < 0.15 indicate that additional genes are not required for the normalization of gene expression.
Figure 3Transcript level of the V-ATPase transcription factor gene in different development stages of the B. yothersi. Normalization factors were calculated as the geometric mean of the expression levels of the three most stable reference genes (Ubiq, EF1α and GAPDH) and the two most unstable (RPL13 and Tub). Error bars show average standard error calculated from three biological replicates.
Gene name and primer information for RT-qPCR assays.
| Gene name | Gene Abbreviation | Primer sequence (5′-3′) | Length (pb) | Mean Efficiency (%)* |
|---|---|---|---|---|
|
|
| F: CCAGTGGTACGACCAGATGC | 59 | 88.26 |
| R: CCATGTATGTGGCCATCCAA | ||||
|
|
| F: ATGGAGGTGGCGTATGTATG | 128 | 82.64 |
| R: ACTGAGTGCCTTGTAAACCG | ||||
|
|
| F: ACCTGTCGACTGAAGAAAGATG | 114 | 80.56 |
| R: TACGGCCTGTTCATCACAATAA | ||||
|
|
| F: CCCACTCAGTATCAGCCAAA | 101 | 79.28 |
| R: TTCTTCGCTTCGTAGTCTTGAG | ||||
|
|
| F: TGTCGTAAATGTTATGCACGTC | 106 | 80.43 |
| R: TTACGTCTTGGGCTTCTTCTTT | ||||
|
|
| F: TGTGGAGACTTTCACTGACTTC | 116 | 77.50 |
| R: TGCCAGCAGACAGATCTTTAG | ||||
|
|
| F: CTGTCTGCATGCTTTCCAATAC | 121 | 82.19 |
| R: TCCATACCTTCACCAACATACC | ||||
|
|
| F: TTCAGGTCTTCTGGGGTTTG | 132 | 81.0 |
| R: CGAAATCAGGAAAATGCCTCT |
*Mean efficiencies were calculated using Miner.