ArticlePloS one2016
A Panel of Stably Expressed Reference Genes for Real-Time qPCR Gene Expression Studies of Mallards (Anas platyrhynchos).
Article in PloS one, 2016. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 15 papers.
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15 citing papers in PubMed.
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- In vivo inhibition of JAK-STAT signalling enhances high pathogenicity influenza virus replication in ducks.The Journal of general virology · 2026Article
- Comparative Analysis of Intestinal TLR4 Gene Expression and Functional Verification in Lepus yarkandensis and Oryctolagus cuniculus.Biochemical genetics · 2025Article
- Maternal dietary methionine restriction alters the expression of energy metabolism genes in the duckling liver.BMC genomics · 2022Article
- Selection of reference genes for quantitative PCR analysis in poultry red mite (Dermanyssus gallinae).The Journal of veterinary medical science · 2021Article
- Selection of reference genes for quantitative real-time PCR normalization in European quail tissues.Molecular biology reports · 2021Article
- Sustained RNA virome diversity in Antarctic penguins and their ticks.The ISME journal · 2020Article
- The Microbiota Contributes to the Control of Highly Pathogenic H5N9 Influenza Virus Replication in Ducks.Journal of virology · 2020Article
- Quantitative analysis of noncoding RNA from paired fresh and formalin-fixed paraffin-embedded brain tissues.International journal of legal medicine · 2020Article
- Selection of candidate reference genes for RT-qPCR analysis in Argulus siamensis and their validation through screening of drugs and drug targets.Scientific reports · 2019Article
- A Divergent Hepatitis D-Like Agent in Birds.Viruses · 2018Article
- Virus-virus interactions and host ecology are associated with RNA virome structure in wild birds.Molecular ecology · 2018Article
- Expression of immune genesData in brief · 2018Article
- Identification and validation of reference genes for qPCR in the terrestrial gastropod Cepaea nemoralis.PloS one · 2018Article
- Reference gene selection for gene expression study in shell gland and spleen of laying hens challenged with infectious bronchitis virus.Scientific reports · 2017Article
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7 authors.
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Abstract
Determining which reference genes have the highest stability, and are therefore appropriate for normalising data, is a crucial step in the design of real-time quantitative PCR (qPCR) gene expression studies. This is particularly warranted in non-model and ecologically important species for which appropriate reference genes are lacking, such as the mallard--a key reservoir of many diseases with relevance for human and livestock health. Previous studies assessing gene expression changes as a consequence of infection in mallards have nearly universally used β-actin and/or GAPDH as reference genes without confirming their suitability as normalisers. The use of reference genes at random, without regard for stability of expression across treatment groups, can result in erroneous interpretation of data. Here, eleven putative reference genes for use in gene expression studies of the mallard were evaluated, across six different tissues, using a low pathogenic avian influenza A virus infection model. Tissue type influenced the selection of reference genes, whereby different genes were stable in blood, spleen, lung, gastrointestinal tract and colon. β-actin and GAPDH generally displayed low stability and are therefore inappropriate reference genes in many cases. The use of different algorithms (GeNorm and NormFinder) affected stability rankings, but for both algorithms it was possible to find a combination of two stable reference genes with which to normalise qPCR data in mallards. These results highlight the importance of validating the choice of normalising reference genes before conducting gene expression studies in ducks. The fact that nearly all previous studies of the influence of pathogen infection on mallard gene expression have used a single, non-validated reference gene is problematic. The toolkit of putative reference genes provided here offers a solid foundation for future studies of gene expression in mallards and other waterfowl.
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