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Updated: Mar 6, 2026

Analysis of Gene Expression in Emerald Ash Borer Agrilus planipennis Using Quantitative Real Time-PCR
Published on: May 4, 2010
Evaluation of reference genes at different developmental stages for quantitative real-time PCR in Aedes aegypti
Najat Dzaki1, Karima N Ramli1, Azali Azlan1
1School of Biological Sciences, Universiti Sains Malaysia, 11800 Penang, Malaysia.
Abstract:
The mosquito Aedes aegypti (Ae. aegypti) is the most notorious vector of illness-causing viruses such as Dengue, Chikugunya, and Zika. Although numerous genetic expression studies utilizing quantitative real-time PCR (qPCR) have been conducted with regards to Ae. aegypti, a panel of genes to be used suitably as references for the purpose of expression-level normalization within this epidemiologically important insect is presently lacking. Here, the usability of seven widely-utilized reference genes i.e. actin (ACT), eukaryotic elongation factor 1 alpha (eEF1α), alpha tubulin (α-tubulin), ribosomal proteins L8, L32 and S17 (RPL8, RPL32 and RPS17), and glyceraldeyde 3-phosphate dehydrogenase (GAPDH) were investigated. Expression patterns of the reference genes were observed in sixteen pre-determined developmental stages and in cell culture. Gene stability was inferred from qPCR data through three freely available algorithms i.e. BestKeeper, geNorm, and NormFinder. The consensus rankings generated from stability values provided by these programs suggest a combination of at least two genes for normalization. ACT and RPS17 are the most dependably expressed reference genes and therefore, we propose an ACT/RPS17 combination for normalization in all Ae. aegypti derived samples. GAPDH performed least desirably, and is thus not a recommended reference gene. This study emphasizes the importance of validating reference genes in Ae. aegypti for qPCR based research.
Insights
Accurate gene expression studies in the disease-vector mosquito Aedes aegypti require validated reference genes. This study identified actin (ACT) and ribosomal protein S17 (RPS17) as the most stable genes for normalization in Ae. aegypti research.
Area of Science:
- Vector-borne disease research
- Molecular biology
- Genomics
Background:
- Aedes aegypti mosquitoes transmit critical viruses like Dengue, Chikungunya, and Zika.
- Quantitative real-time PCR (qPCR) is vital for studying gene expression in Ae. aegypti.
- A lack of validated reference genes hinders accurate gene expression normalization in Ae. aegypti.
Purpose of the Study:
- To identify and validate stable reference genes for accurate gene expression normalization in Ae. aegypti.
- To assess the suitability of seven commonly used reference genes for qPCR studies in Ae. aegypti.
Main Methods:
- Investigated expression stability of seven reference genes (ACT, eEF1α, α-tubulin, RPL8, RPL32, RPS17, GAPDH) across 16 developmental stages and cell culture.
- Utilized three algorithms (BestKeeper, geNorm, NormFinder) to analyze qPCR data and infer gene stability.
- Determined consensus rankings based on stability values from the algorithms.
Main Results:
- Actin (ACT) and ribosomal protein S17 (RPS17) demonstrated the highest expression stability.
- A combination of ACT and RPS17 is proposed as the optimal normalization strategy for Ae. aegypti.
- Glyceraldehyde 3-phosphate dehydrogenase (GAPDH) exhibited the least stability and is not recommended.
Conclusions:
- Validated reference genes are crucial for reliable qPCR-based gene expression studies in Ae. aegypti.
- The ACT/RPS17 combination provides a dependable normalization method for Ae. aegypti research.
- This study provides essential guidelines for selecting reference genes in vector research.
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