ArticleBMC genomics2021
Validation of reference genes for whole blood gene expression analysis in cord blood of preterm and full-term neonates and peripheral blood of healthy adults.
Article in BMC genomics, 2021. 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, 13 citations in OpenAlex.
- Novel RT‒qPCR-based blood signatures for the diagnosis of pulmonary tuberculosis.Scientific reports · 2026Article
- Selection and Expression Stability Analysis of Housekeeping Genes for Real-Time PCR Normalization in Rhesus Macaque Peripheral Blood.Animals : an open access journal from MDPI · 2026Article
- Non-invasive profiling of exosomal miRNA and protein biomarkers from vaginal discharge for the early detection of preterm labor.Journal of nanobiotechnology · 2026Article
- Evaluation of Plasma-Derived Cell-Free RNA isolation methods using PCR-Based quantification.Molecular biology reports · 2026Article
- Reduced NLRP3, AIM2 and NLRC4 inflammasome activity in cord blood of extremely preterm infants.Frontiers in pediatrics · 2026Article
- Body Weight-Related Differences in Adipokines and Inflammatory Markers Among Women with Systemic Lupus Erythematosus.Journal of inflammation research · 2026Article
- IRF2BP2 binds to a conserved RxSVI motif of protein partners and regulates megakaryocytic differentiation.Nature communications · 2024Article
- Oxidative Stress Mediates Epigenetic Modifications and the Expression of miRNAs and Genes Related to Apoptosis in Diabetic Retinopathy Patients.Journal of clinical medicine · 2023Article
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Authors and funding
8 authors at 2 institutions in 2 countries.
Funding
Abstract
backgroundPreterm birth is the leading cause of neonatal morbidity and mortality, but research efforts in neonatology are complicated due to the unavailability of large volume blood samples. Whole blood assays can be used to overcome this problem by performing both functional and gene expression studies using small amounts of blood. Gene expression studies using RT-qPCR estimate mRNA-levels of target genes normalized to reference genes. The goal of this study was to identify and validate stable reference genes applicable to cord blood samples obtained from developing neonates of different gestational age groups as well as to adult peripheral blood samples. Eight reference gene candidates (ACTB, B2M, GAPDH, GUSB, HPRT, PPIB, RPLP0, RPL13) were analyzed using the three published software algorithms Bestkeeper, GeNorm and NormFinder.
resultsA normalization factor consisting of ACTB and PPIB allows for comparative expression analyses of neonatal samples from different gestational age groups. Normalization factors consisting of GAPDH and PPIB or ACTB and GAPDH are suitable when samples from preterm and full-term neonates and adults are compared. However, all candidate reference genes except RPLP0 exhibited significant intergroup gene expression variance and a higher gene expression towards an older age which resulted in a small but statistically significant systematic bias. Systematic analysis of RNA-seq data revealed new reference gene candidates with potentially superior stability.
conclusionsThe current study identified suitable normalization factors and proposed the use of the additional single gene RPLP0 to avoid systematic bias. This combination will enable comparative analyses not only between neonates of different gestational ages, but also between neonates and adults, as it facilitates more detailed investigations of developmental gene expression changes. The use of software algorithms did not prevent unintended systematic bias. This generally highlights the need for careful validation of such results to prevent false interpretation of potential age-dependent changes in gene expression. To identify the most stable reference genes in the future, RNA-seq based global approaches are recommended.
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