ArticleDevelopment genes and evolution2011
Getting real with real-time qPCR: a case study of reference gene selection for morphological variation in Drosophila melanogaster wings.
Article in Development genes and evolution, 2011. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 17 papers.
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17 citing papers in PubMed, 31 citations in OpenAlex.
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- Housekeeping in Tephritid insects: the best gene choice for expression analyses in the medfly and the olive fly.Scientific reports · 2017Article
- Validating Internal Control Genes for the Accurate Normalization of qPCR Expression Analysis of the Novel Model Plant Setaria viridis.PloS one · 2015Article
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- Reference gene selection for quantitative real-time RT-PCR normalization in Iris. lactea var. chinensis roots under cadmium, lead, and salt stress conditions.TheScientificWorldJournal · 2014Article
- Identification and validation of reference genes for transcript normalization in strawberry (Fragaria × ananassa) defense responses.PloS one · 2013Article
- Reliable reference genes for normalization of gene expression in cucumber grown under different nitrogen nutrition.PloS one · 2013Article
- Autophagy regulates Wolbachia populations across diverse symbiotic associations.Proceedings of the National Academy of Sciences of the United States of America · 2012Article
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- Reference genes for accurate transcript normalization in citrus genotypes under different experimental conditions.PloS one · 2012Article
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Authors and funding
3 authors at 2 institutions in 1 country.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Accurate estimation of gene expression differences during development requires sensitive techniques combined with gold-standard normalization procedures. This is particularly true in the case of quantitative traits, where expression changes might be small. Nevertheless, systematic selection and validation of reference genes has been overlooked, even in Drosophila studies. Here, we tested the stability of six traditional reference genes across samples of imaginal wing disks from morphologically divergent strains of Drosophila melanogaster, in a two-class comparison: quantitative or qualitative variation in wing morphology. Overall, we identified and validated a pair of genes (RpL32 and Tbp) as being stably expressed in both experimental comparisons. These genes might be considered as a bona fide pair of reference genes for gene expression analyses of morphological divergence in D. melanogaster wings. They might also be taken as good candidates for experimental identification of stable reference genes in other morphological comparisons using Drosophila or other insect species. Besides, we found that some genes traditionally used as reference in qPCR experiments were not stably expressed in wing disks from the different fly strains. In fact, a significant bias was observed when the expression of three genes of interest, which are involved in the regulation of growth and patterning during imaginal wing development, was normalized with such putative reference genes. Our results demonstrate how inaccurate findings and opposite conclusions might be drawn if traditional reference genes are arbitrarily used for internal normalization without proper validation in the given experimental condition, a practice still common in qPCR experiments.
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