ArticlePloS one2013
Validation of reference genes for expression studies during craniofacial development in arctic charr.
Article in PloS one, 2013. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 24 papers.
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24 citing papers in PubMed, 58 citations in OpenAlex.
- Complex and Dynamic Gene-by-Age and Gene-by-Environment Interactions Underlie Functional Morphological Variation in Adaptive Divergence in Arctic Charr (Salvelinus alpinus).Evolution & development · 2025Article
- Heterochronic shift in gene expression leads to ontogenetic morphological divergence between two closely related polyploid species.iScience · 2024Article
- Insights into Early Ontogenesis ofAnimals : an open access journal from MDPI · 2023Article
- Stability evaluation and validation of appropriate reference genes for real-time PCR expression analysis of immune genes in the rohu (Labeo rohita) skin following argulosis.Scientific reports · 2023Article
- Investigation of chicken housekeeping genes using next-generation sequencing data.Frontiers in genetics · 2022Article
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- Differences among families in craniofacial shape at early life-stages of Arctic charr (Salvelinus alpinus).BMC developmental biology · 2020Article
- Extensive genetic differentiation between recently evolved sympatric Arctic charr morphs.Ecology and evolution · 2019Article
- Gene expression profiling suggests differences in molecular mechanisms of fin elongation between cichlid species.Scientific reports · 2019Article
- Gene expression in the phenotypically plastic Arctic charr (Salvelinus alpinus): A focus on growth and ossification at early stages of development.Evolution & development · 2019Article
- De novo transcriptome assembly, annotation and comparison of four ecological and evolutionary model salmonid fish species.BMC genomics · 2018Article
- Evaluation of Reference Genes to Analyze Gene Expression in SilversideFrontiers in genetics · 2018Article
- Differential gene expression during early development in recently evolved and sympatric Arctic charr morphs.PeerJ · 2018Article
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- A gene expression study of ornamental fin shape in Neolamprologus brichardi, an African cichlid species.Scientific reports · 2017Article
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- The developmental transcriptome of contrasting Arctic charr (F1000Research · 2015Article
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Authors and funding
7 authors at 1 institution in 1 country.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Arctic charr (Salvelinus alpinus) is a highly polymorphic species and in Lake Thingvallavatn, Iceland, four phenotypic morphs have evolved. These differences in morphology, especially in craniofacial structures are already apparent during embryonic development, indicating that genes important in the formation of the craniofacial features are expressed differentially between the morphs. In order to generate tools to examine these expression differences in Arctic charr, the aim of the present study was to identify reference genes for quantitative real-time PCR (qPCR). The specific aim was to select reference genes which are able to detect very small expression differences among different morphs. We selected twelve candidate reference genes from the literature, identified corresponding charr sequences using data derived from transcriptome sequencing (RNA-seq) and examined their expression using qPCR. Many of the candidate reference genes were found to be stably expressed, yet their quality-rank as reference genes varied considerably depending on the type of analysis used. In addition to commonly used software for reference gene validation, we used classical statistics to evaluate expression profiles avoiding a bias for reference genes with similar expression patterns (co-regulation). Based on these analyses we chose three reference genes, ACTB, UB2L3 and IF5A1 for further evaluation. Their consistency was assessed in an expression study of three known craniofacially expressed genes, sparc (or osteonectin), matrix metalloprotease 2 (mmp2) and sox9 (sex-determining region Y box 9 protein) using qPCR in embryo heads derived from four charr groups at three developmental time points. The three reference genes were found to be very suitable for studying expression differences between the morphotypes, enabling robust detection of small relative expression changes during charr development. Further, the results showed that sparc and mmp2 are differentially expressed in embryos of different Arctic charr morphotypes.
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