ArticlePloS one2015
Selection of reference genes for gene expression studies related to intramuscular fat deposition in Capra hircus skeletal muscle.
Article in PloS one, 2015. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 21 papers.
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Who cites it
21 citing papers in PubMed, 38 citations in OpenAlex.
- Comprehensive evaluation and validation of optimal reference genes for normalization of qPCR data in different caprine tissues.Molecular biology reports · 2024Article
- Mild and moderate chronic hypercapnia elicit distinct transcriptomic responses of immune function in cardiorespiratory nuclei.Physiological genomics · 2023Article
- Screening of Candidate Housekeeping Genes in Uterus Caruncle by RNA-Sequence and qPCR Analyses in Different Stages of Goat (Animals : an open access journal from MDPI · 2023Article
- Selection and validation of reference genes for the normalization of quantitative real-time PCR in different muscle tissues of rabbits.BMC zoology · 2022Article
- Transcriptome-based selection and validation of optimal reference genes in perirenal adipose developing of goat (Frontiers in veterinary science · 2022Article
- Reference gene screening for analyzing gene expression in the heart, liver, spleen, lung and kidney of forest musk deer.The Journal of veterinary medical science · 2021Article
- Muscle transcriptome provides the first insight into the dynamics of gene expression with progression of age in sheep.Scientific reports · 2021Article
- Genome-Wide Identification of Reference Genes for Reverse-Transcription Quantitative PCR in Goat Rumen.Animals : an open access journal from MDPI · 2021Article
- Identification of Internal Reference Genes in Peripheral Blood Mononuclear Cells of Cattle Populations Adapted to Hot Arid Normoxia and Cold Arid Hypoxia Environments.Frontiers in genetics · 2021Article
- Using RNA-Seq to Identify Reference Genes of the Transition from Brown to White Adipose Tissue in Goats.Animals : an open access journal from MDPI · 2020Article
- Article
- Reference gene selection and myosin heavy chain (MyHC) isoform expression in muscle tissues of domestic yak (Bos grunniens).PloS one · 2020Article
- The Selection of Reference Genes for Quantitative Real-Time PCR in the Ashidan Yak Mammary Gland During Lactation and Dry Period.Animals : an open access journal from MDPI · 2019Article
- Inter-genus gene expression analysis in livestock fibroblasts using reference gene validation based upon a multi-species primer set.PloS one · 2019Article
- Validation of Reference Genes for Gene Expression Normalization in RAW264.7 Cells under Different Conditions.BioMed research international · 2019Article
- Selection and validation of suitable reference genes for qPCR gene expression analysis in goats and sheep under Peste des petits ruminants virus (PPRV), lineage IV infection.Scientific reports · 2018Article
- Identification of appropriate reference genes for local immune-related studies in Morada Nova sheep infected with Haemonchus contortus.Molecular biology reports · 2018Article
- A new set of reference housekeeping genes for the normalization RT-qPCR data from the intestine of piglets during weaning.PloS one · 2018Article
- Article
- Identification of differentially expressed genes through RNA sequencing in goats (Capra hircus) at different postnatal stages.PloS one · 2017Article
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Authors and funding
4 authors at 1 institution in 1 country.
Funding
No grant is acknowledged in the PubMed record.
Abstract
The identification of suitable reference genes is critical for obtaining reliable results from gene expression studies using quantitative real-time PCR (qPCR) because the expression of reference genes may vary considerably under different experimental conditions. In most cases, however, commonly used reference genes are employed in data normalization without proper validation, which may lead to incorrect data interpretation. Here, we aim to select a set of optimal reference genes for the accurate normalization of gene expression associated with intramuscular fat (IMF) deposition during development. In the present study, eight reference genes (PPIB, HMBS, RPLP0, B2M, YWHAZ, 18S, GAPDH and ACTB) were evaluated by three different algorithms (geNorm, NormFinder and BestKeeper) in two types of muscle tissues (longissimus dorsi muscle and biceps femoris muscle) across different developmental stages. All three algorithms gave similar results. PPIB and HMBS were identified as the most stable reference genes, while the commonly used reference genes 18S and GAPDH were the most variably expressed, with expression varying dramatically across different developmental stages. Furthermore, to reveal the crucial role of appropriate reference genes in obtaining a reliable result, analysis of PPARG expression was performed by normalization to the most and the least stable reference genes. The relative expression levels of PPARG normalized to the most stable reference genes greatly differed from those normalized to the least stable one. Therefore, evaluation of reference genes must be performed for a given experimental condition before the reference genes are used. PPIB and HMBS are the optimal reference genes for analysis of gene expression associated with IMF deposition in skeletal muscle during development.
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