Identification of reference genes for studies of quantitative gene expression in male and female quail tissues.

Abstract Reverse transcription quantitative PCR (RT-qPCR), a method of choice for quantification of gene expression changes, requires stably expressed reference genes for normalization of data. So far, no reference genes were established for the Alphaproteobacteria of the genus Ochrobactrum. Here, we determined reference genes for gene expression studies in O. quorumnocens A44. Strain A44 was cultured under 10 different conditions and the stability of expression of 11 candidate genes was evaluated using geNorm, NormFinder and BestKeeper. Most stably expressed genes were found to be rho, gyrB and rpoD. Our results can facilitate the choice of reference genes in the related Ochrobactrum strains. O. quorumnocens A44 is able to inactivate a broad spectrum of N-acyl homoserine lactones (AHLs) – the quorum sensing molecules of many Gram-negative bacteria. This activity is attributed to AiiO hydrolase, yet it remains unclear whether AHLs are the primary substrate of this enzyme. Using the established RT-qPCR setup, we found that the expression of the aiiO gene upon exposure to two AHLs, C6-HLS and 3OC12-HSL, does not change above the 1-fold significance threshold. The implications of this finding are discussed in the light of the role of quorum sensing-interfering enzymes in the host strains.

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Gene expression studies in different genotypes of an ectomycorrhizal fungus require a high number of reliable reference genes

10.7287/peerj.preprints.2125v1 ◽

2016 ◽

Author(s):

Joske Ruytinx ◽

Tony Remans ◽

Jan V Colpaert

Keyword(s):

Gene Expression ◽

Reference Genes ◽

Intraspecific Variability ◽

Standard Technique ◽

Housekeeping Genes ◽

Ectomycorrhizal Fungus ◽

Suillus Luteus ◽

Qrt Pcr ◽

Expression Studies ◽

Gene Expression Studies

Quantitative reverse transcription PCR (qRT-PCR) has become the standard technique for the expression analysis of a set of chosen genes of interest. The accuracy and reliability of qRT-PCR measurements strongly depends on the normalization with appropriate endogenous reference genes. In this study a set of candidate reference genes for the use in gene expression studies of a basidiomycete fungus, Suillus luteus, exposed to toxic concentrations of zinc or cadmium was identified, evaluated and validated. Seven candidate genes were selected from cDNA-AFLP as stably expressed and the algorithms geNorm and Normfinder were used to evaluate these genes alongside the traditionally used housekeeping genes (actin, tubulin) in different S. luteus isolates. The use of several S. luteus isolates revealed that each isolate has its own most stably expressed set of reference genes, regardless of the metal treatments, in casu metal exposures. Metal treatments had only a minor impact on the expression of the candidate reference genes. The validated reference genes outperform the in fungal research commonly used single, arbitrary chosen (“housekeeping”) genes in terms of reliability, and have the potential to be suitable reference genes when studying the effect of other environmental factors. A relatively high number of reference genes is required to correct for intraspecific variability when studying natural populations.

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Screening of reference genes using real-time quantitative PCR for gene expression studies inNeoseiulus barkeriHughes (Acari: Phytoseiidae)

Bulletin of Entomological Research ◽

10.1017/s000748531800072x ◽

2018 ◽

Vol 109 (4) ◽

pp. 443-452 ◽

Cited By ~ 1

Author(s):

C. Wang ◽

J. Yang ◽

Q. Pan ◽

S. Yu ◽

R. Luo ◽

...

Keyword(s):

Gene Expression ◽

Real Time ◽

Reference Genes ◽

Developmental Stages ◽

Quantitative Polymerase Chain Reaction ◽

Real Time Quantitative Pcr ◽

Expression Studies ◽

Gene Expression Studies ◽

The Stability ◽

Suitable Reference

AbstractA stable reference gene is a key prerequisite for accurate assessment of gene expression. At present, the real-time reverse transcriptase quantitative polymerase chain reaction has been widely used in the analysis of gene expression in a variety of organisms.Neoseiulus barkeriHughes (Acari: Phytoseiidae) is a major predator of mites on many important economically crops. Until now, however, there are no reports evaluating the stability of reference genes in this species. In view of this, we used GeNorm, NormFinder, BestKeeper, and RefFinder software tools to evaluate the expression stability of 11 candidate reference genes in developmental stages and under various abiotic stresses. According to our results, β-ACTandHsp40were the top two stable reference genes in developmental stages. TheHsp60andHsp90were the most stable reference genes in various acaricides stress. For alterations in temperature,Hsp40and α-TUBwere the most suitable reference genes. About UV stress,EF1α and α-TUBwere the best choice, and for the different prey stress, β-ACTand α-TUBwere best suited. In normal conditions, the β-ACT and α-TUB were the two of the highest stable reference genes to respond to all kinds of stresses. The current study provided a valuable foundation for the further analysis of gene expression inN. barkeri.

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Gene expression studies in different genotypes of an ectomycorrhizal fungus require a high number of reliable reference genes

10.7287/peerj.preprints.2125 ◽

2016 ◽

Author(s):

Joske Ruytinx ◽

Tony Remans ◽

Jan V Colpaert

Keyword(s):

Gene Expression ◽

Reference Genes ◽

Intraspecific Variability ◽

Standard Technique ◽

Housekeeping Genes ◽

Ectomycorrhizal Fungus ◽

Suillus Luteus ◽

Qrt Pcr ◽

Expression Studies ◽

Gene Expression Studies

Quantitative reverse transcription PCR (qRT-PCR) has become the standard technique for the expression analysis of a set of chosen genes of interest. The accuracy and reliability of qRT-PCR measurements strongly depends on the normalization with appropriate endogenous reference genes. In this study a set of candidate reference genes for the use in gene expression studies of a basidiomycete fungus, Suillus luteus, exposed to toxic concentrations of zinc or cadmium was identified, evaluated and validated. Seven candidate genes were selected from cDNA-AFLP as stably expressed and the algorithms geNorm and Normfinder were used to evaluate these genes alongside the traditionally used housekeeping genes (actin, tubulin) in different S. luteus isolates. The use of several S. luteus isolates revealed that each isolate has its own most stably expressed set of reference genes, regardless of the metal treatments, in casu metal exposures. Metal treatments had only a minor impact on the expression of the candidate reference genes. The validated reference genes outperform the in fungal research commonly used single, arbitrary chosen (“housekeeping”) genes in terms of reliability, and have the potential to be suitable reference genes when studying the effect of other environmental factors. A relatively high number of reference genes is required to correct for intraspecific variability when studying natural populations.

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A Scientific Note of Housekeeping Genes for the Primitively Eusocial bee Euglossa viridissima Friese (Apidae: Euglossini)

Sociobiology ◽

10.13102/sociobiology.v65i4.3428 ◽

2018 ◽

Vol 65 (4) ◽

pp. 766

Author(s):

Samuel Boff ◽

Anna Friedel ◽

Anja Miertsch ◽

J. Javier Quezada-Euàn ◽

Robert J Paxton ◽

...

Keyword(s):

Gene Expression ◽

Expression Pattern ◽

Reference Genes ◽

Developmental Stages ◽

Gene Expression Pattern ◽

Housekeeping Genes ◽

Expression Of Genes ◽

Gene Expression Studies ◽

The Stability ◽

Primitively Eusocial

Studies on the expression of genes in different contexts are essential to our understanding of the functioning of organisms and their adaptations to the environment. Gene expression studies require steps of normalization, which are done using the stable expression pattern of reference genes. For many different eusocial bees reference genes have been discovered, but not for the primitively eusocial euglossine bees.We used available genomic resources of euglossine species and the gene information of Apis melliferato develop a set of reference genes for the primitive eusocial bee Euglossaviridissima. We tested nine genes in distinct developmental stages three different algorithms to infer the stability of gene expression. The Tata binding protein(Tbp) and 14-3-3epsilon were the most stable genes across all different stages. The strongest deviation in gene expression pattern occurred in pupae, which require a different set of genes for normalizing gene expression.

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Evaluation of reference genes for gene expression studies in pig muscle tissue by real-time PCR

Czech Journal of Animal Science ◽

10.17221/1428-cjas ◽

2011 ◽

Vol 56 (No. 5) ◽

pp. 213-216 ◽

Cited By ~ 2

Author(s):

M. Nesvadbová ◽

A. Knoll

Keyword(s):

Gene Expression ◽

Real Time ◽

Reference Gene ◽

Muscle Tissue ◽

Reference Genes ◽

Expression Profiles ◽

Quantitative Polymerase Chain Reaction ◽

Expression Studies ◽

Gene Expression Studies ◽

The Stability

The selection of reference genes is essential for gene expression studies when using a real-time quantitative polymerase chain reaction (PCR). Reference gene selection should be performed for each experiment because the gene expression level may be changed in different experimental conditions. In this study, the stability of mRNA expression was determined for seven genes: HPRT1, RPS18, NACA, TBP, TAF4B, RPL32 and OAZ1. The stability of these reference genes was investigated in the skeletal muscle tissue of pig foetuses, piglets and adult pigs using real-time quantitative PCR and SYBR green chemistry. The expression of stability of the used reference genes was calculated using the geNorm application. Different gene expression profiles among the age categories of pigs were found out. RPS18 has been identified as the gene with the most stable expression in the muscle tissue of all pig age categories. HPRT1 and RPL32 were found to have the highest stability in piglets and adult pigs, and in foetuses and adults pigs, respectively. The newly used reference gene, TAF4B, reached the highest expression stability in piglets.

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Identifying and validating housekeeping hybrid Prunus sp. genes for root gene-expression studies

10.1101/611004 ◽

2019 ◽

Author(s):

Adriana Bastías ◽

Kristen Oviedo ◽

Rubén Almada ◽

Francisco Correa ◽

Boris Sagredo

Keyword(s):

Expression Analysis ◽

Reference Genes ◽

Housekeeping Genes ◽

Optimal Number ◽

N Nutrition ◽

Expression Studies ◽

Gene Expression Studies ◽

Root Gene Expression ◽

The Stability ◽

Hypoxia Treatment

AbstractPrunus rootstock belonging to subgenera Amygdalus (peach), Prunus (plum) and Cerasus (cherry) are either from the same species as the scion or another one. The number of inter-species (including inter-subgenera) hybrids have increased as a result of efforts to broaden the genetic basis for biotic and abiotic resistance/tolerance. Identifying genes associated with important traits and responses requires expression analysis. Relative quantification is the simplest and most popular alternative, which requires reference genes (housekeeping) to normalize RT-qPCR data. However, there is a scarcity of validated housekeeping genes for hybrid Prunus rootstock species. This research aims to increase the number of housekeeping genes suitable for Prunus rootstock expression analysis.Twenty-one candidate housekeeping genes were pre-selected from previous RNAseq data that compared the response of root transcriptomes of two rootstocks subgenera to hypoxia treatment, ‘Mariana 2624’ (P. cerasifera Ehrh.× P. munsoniana W. Wight & Hedrick), and ‘Mazzard F12/1’ (P. avium L.). Representing groups of low, intermediate or high levels of expression, the genes were assayed by RT-qPCR at 72 hours of hypoxia treatment and analyzed with NormFinder software. A sub-set of seven housekeeping genes that presented the highest level of stability were selected, two with low levels of expression (Unknown 3, Unknown 7) and five with medium levels (GTB 1, TUA 3, ATPase P, PRT 6, RP II). The stability of these genes was evaluated under different stress conditions, cold and heat with the hybrid ‘Mariana 2624’ and N nutrition with the hybrids ‘Colt’ (P. avium × P. pseudocerasus Lindl.) and ‘Garnem’ [P. dulcis Mill.× (P. persica L.× P. davidiana Carr.)]. The algorithms of geNorm and BestKeeper software also were used to analyze the performance of these genes as housekeepers.Stability rankings varied according to treatments, genotypes and the software for evaluation, but the gene GBT 1 often had the highest ranking. However, most of the genes are suitable depending on the stressor and/or genotype to be evaluated. No optimal number of reference genes could be determined with geNorm software when all conditions and genotypes were considered. These results strongly suggest that relative RT-qPCR should be analyzed separately with their respective best housekeeper according to the treatment and/or genotypes in Prunus spp rootstocks.

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Validation of Reference Genes for Gene Expression Normalization in RAW264.7 Cells under Different Conditions

BioMed Research International ◽

10.1155/2019/6131879 ◽

2019 ◽

Vol 2019 ◽

pp. 1-9

Author(s):

Zhenzhen Bao ◽

Yanli Huang ◽

Jiyu Chen ◽

Zhenglong Wang ◽

Jiang Qian ◽

...

Keyword(s):

Gene Expression ◽

Reference Genes ◽

Raw264.7 Cells ◽

Antigen Uptake ◽

Expression Levels ◽

Real Time Quantitative Pcr ◽

Expression Studies ◽

Gene Expression Studies ◽

The Stability ◽

Suitable Reference

RAW264.7 is a macrophage strain derived from mice tumour and shows a significant ability in antigen uptake. Real-time quantitative PCR (RT-qPCR) is one of the most commonly used methods in gene studies and requires suitable reference genes to normalize and quantitate the expression of gene of interest with sensitivity and specificity. However, suitable reference genes in RAW264.7 cells have not yet been identified for accurate gene expression quantification. In the current study, we evaluated expression levels of ten candidate reference genes in RAW264.7 cells under different conditions. RT-qPCR results indicated significant differences in the expression levels among the ten reference genes. Statistical analyses were carried out using geNorm, NormFinder, and BestKeeper software to further investigate the stability of the reference genes. Integrating the results from the three analytical methods, cytochrome c-1 and hydroxymethylbilane synthase were found to be the most stable and therefore more suitable reference genes, while ribosomal protein L4 and cyclophilin A were the least stable. This study emphasises the importance of identifying and selecting the most stable reference genes for normalization and provides a basis for future gene expression studies using RAW264.7 cells.

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Identification of Reference Genes in Human Myelomonocytic Cells for Gene Expression Studies in Altered Gravity

BioMed Research International ◽

10.1155/2015/363575 ◽

2015 ◽

Vol 2015 ◽

pp. 1-20 ◽

Cited By ~ 6

Author(s):

Cora S. Thiel ◽

Swantje Hauschild ◽

Svantje Tauber ◽

Katrin Paulsen ◽

Christiane Raig ◽

...

Keyword(s):

Gene Expression ◽

Reference Genes ◽

Molecular Mechanisms ◽

Expression Profiles ◽

Housekeeping Genes ◽

Altered Gravity ◽

Experimental Conditions ◽

Expression Levels ◽

Expression Studies ◽

Gene Expression Studies

Gene expression studies are indispensable for investigation and elucidation of molecular mechanisms. For the process of normalization, reference genes (“housekeeping genes”) are essential to verify gene expression analysis. Thus, it is assumed that these reference genes demonstrate similar expression levels over all experimental conditions. However, common recommendations about reference genes were established during 1 g conditions and therefore their applicability in studies with altered gravity has not been demonstrated yet. The microarray technology is frequently used to generate expression profiles under defined conditions and to determine the relative difference in expression levels between two or more different states. In our study, we searched for potential reference genes with stable expression during different gravitational conditions (microgravity, normogravity, and hypergravity) which are additionally not altered in different hardware systems. We were able to identify eight genes (ALB, B4GALT6, GAPDH, HMBS, YWHAZ, ABCA5, ABCA9, and ABCC1) which demonstrated no altered gene expression levels in all tested conditions and therefore represent good candidates for the standardization of gene expression studies in altered gravity.

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