ArticleBMC genomics2022
Identification and validation of stable reference genes for quantitative real time PCR in different minipig tissues at developmental stages.
Article in BMC genomics, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 14 papers.
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14 citing papers in PubMed, 21 citations in OpenAlex.
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- Nutritional needs of non-essential amino acids for intestinal health and growth performance of nursery pigs fed diets without soybean meal.Journal of animal science · 2026Article
- Screening of Differentially Expressed Genes Related to Growth, Development and Meat Quality Traits of Huanghuai Sheep Based on RNA-Seq Technology.Animals : an open access journal from MDPI · 2025Article
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- Pectin-derived oligogalacturonides shape mutualistic interactions between Bacillus and its host plant.The ISME journal · 2025Article
- Identification and Verification of Key Genes Associated with Temozolomide Resistance in Glioblastoma Based on Comprehensive Bioinformatics Analysis.Iranian journal of biotechnology · 2024Article
- Assessment of reference genes for qRT-PCR normalization to elucidate host response to African swine fever infection.Brazilian journal of microbiology : [publication of the Brazilian Society for Microbiology] · 2024Article
- Identification of the Reference Genes for Relative qRT-PCR Assay in Two Experimental Models of Rabbit and Horse Subcutaneous ASCs.International journal of molecular sciences · 2024Article
- Reference genes for Eucalyptus spp. under Beauveria bassiana inoculation and subsequently infestation by the galling wasp Leptocybe invasa.Scientific reports · 2024Article
- Identifying the stability of housekeeping genes to be used for the quantitative real-time PCR normalization in retinal tissue of streptozotocin-induced diabetic rats.International journal of ophthalmology · 2024Article
- Commentary: Identification of optimal reference genes for gene expression normalization in human osteosarcoma cell lines under proliferative conditions.Frontiers in genetics · 2024Article
- Gut microbiota from patients with Parkinson's disease causes motor deficits in honeybees.Frontiers in microbiology · 2024Article
- Identification and validation of the reference genes in the echiuran worm Urechis unicinctus based on transcriptome data.BMC genomics · 2023Article
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Authors and funding
4 authors at 1 institution in 2 countries.
Funding
No grant is acknowledged in the PubMed record.
Abstract
backgroundQuantitative real time PCR (qPCR) is a powerful tool to evaluate mRNA expression level. However, reliable qPCR results require normalization with validated reference gene(s). In this study, we investigated stable reference genes in seven tissues according to four developmental stages in minipigs. Six candidate reference genes and one target gene (ACE2) were selected and qPCR was performed. BestKeeper, geNorm, NormFinder, and delta Ct method through the RefFinder web-based tool were used to evaluate the stability of candidate reference genes. To verify the selected stable genes, relative expression of ACE2 was calculated and compared with each other.
resultsAs a result, HPRT1 and 18S genes had lower SD value, while HMBS and GAPDH genes had higher SD value in all samples. Using statistical algorithms, HPRT1 was the most stable gene, followed by 18S, β-actin, B2M, GAPDH, and HMBS. In intestine, all candidate reference genes exhibited similar patterns of ACE2 gene expression over time, whereas in liver, lung, and kidney, gene expression pattern normalized with stable reference genes differed from those normalized with less stable genes. When normalized with the most stable genes, the expression levels of ACE2 in minipigs highly increased in intestine and kidney at PND28, which is consistent with the ACE2 expression pattern in humans.
conclusionsWe suggest that HPRT1 and 18S are good choices for analyzing all these samples across the seven tissues and four developmental stages. However, this study can be a reference literature for gene expression experiments using minipig because reference gene should be validated and chosen according to experimental conditions.
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