ArticleBMC veterinary research2020
Determination of novel reference genes for improving gene expression data normalization in selected canine reproductive tissues - a multistudy analysis.
Article in BMC veterinary research, 2020. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 8 papers.
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Who cites it
8 citing papers in PubMed, 17 citations in OpenAlex.
- Primary Uterine Inertia (PUI) in Dogs Is Associated with Impaired Placental Availability of Factors Involved in the Parturition Cascade.Animals : an open access journal from MDPI · 2025Article
- Evaluation of normalisation strategies for qPCR data obtained from canine gastrointestinal tissues with different pathologies.Scientific reports · 2025Article
- Canine intestinal organoids as a platform for studying MHC class II expression in epithelial cells.BMC molecular and cell biology · 2025Article
- Applying a novel kinomics approach to study decidualization and the effects of antigestagens using a canine model†.Biology of reproduction · 2024Article
- Transcriptomic profiling of canine decidualization and effects of antigestagens on decidualized dog uterine stromal cells.Scientific reports · 2022Article
- Involvement of Oxytocin and Progesterone Receptor Expression in the Etiology of Canine Uterine Inertia.International journal of molecular sciences · 2022Article
- Antigestagens Mediate the Expression of Decidualization Markers, Extracellular Matrix Factors and Connexin 43 in Decidualized Dog Uterine Stromal (DUS) Cells.Animals : an open access journal from MDPI · 2022Article
- Luteal expression of factors involved in the metabolism and sensitivity to oestrogens in the dog during pregnancy and in non-pregnant cycle.Reproduction in domestic animals = Zuchthygiene · 2022Article
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Authors and funding
3 authors at 2 institutions in 2 countries.
Funding
Abstract
backgroundReal time RT-PCR (qPCR) is a useful and powerful tool for quantitative measurement of gene expression. The proper choice of internal standards such as reference genes is crucial for correct data evaluation. In female dogs, as in other species, the reproductive tract is continuously undergoing hormonal and cycle stage-dependent morphological changes, which are associated with altered gene expression. However, there have been few attempts published so far targeted to the dog aimed at determining optimal reference genes for the reproductive organs. Most of these approaches relied on genes previously described in other species. Large-scale transcriptome-based experiments are promising tools for defining potential candidate reference genes, but were never considered in this context in canine research.
resultsHere, using available microarray and RNA-seq datasets derived from reproductive organs (corpus luteum, placenta, healthy and diseased uteri) of dogs, we have performed multistudy analysis to identify the most stably expressed genes for expression studies, in each tissue separately and collectively for different tissues. The stability of newly identified reference genes (EIF4H, KDELR2, KDM4A and PTK2) has been determined and ranked relative to previously used reference genes, i.e., GAPDH, β-actin and cyclophillin A/PPIA, using RefFinder and NormFinder algorithms. Finally, expression of selected target genes (luteal IL-1b and MHCII, placental COX2 and VEGFA, and uterine IGF2 and LHR) was re-evaluated and normalized. All proposed candidate reference genes were more stable, ranked higher and introduced less variation than previously used genes.
conclusionsBased on our analyses, we recommend applying KDM4A and PTK2 for normalization of gene expression in the canine CL and placenta. The inclusion of a third reference gene, EIF4H, is suggested for healthy uteri. With this, the interpretation of qPCR data will be more reliable, allowing better understanding of canine reproductive physiology.
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