Skip to main content

Advertisement

Log in

Selection and Validation of Reference Genes for RT-PCR Expression Analysis of Candidate Genes Involved in Morphine-Induced Conditioned Place Preference Mice

  • Published:
Journal of Molecular Neuroscience Aims and scope Submit manuscript

Abstract

The expression of reference genes should be constitutively stable under the experimental conditions, so determining stable reference genes is critical for obtaining reliable results in gene expression studies. Morphine addiction persistently influences neurotransmitters and signal transduction systems, which may negatively alter behavioral responses at the cellular levels and interfere the expression of reference genes. In order to research morphine dependence, animal models are commonly used in physiology, pathology, and therapeutics field since human trials have many limitations. Therefore, it is necessary to select stable reference genes in standardized animal model. The objective of this study is to find out a set of optimal reference genes to standardize the gene expression of morphine-induced conditioned place preference (CPP) mice. During the process, eight reference genes were chosen. Then, the stability of their expression in two different brain tissues (Caudate Putamen and Hippocampus) was tested in two developmental stages (puberty and adult) under two treatments (physiological saline as control and morphine). Based on two algorithm-based methods (geNorm and NormFinder), which can rank and assess the stability of expression of eight reference genes, thereby quantifying the transcriptional levels of these genes by high sensitive, specific, and accurate real-time quantitative reverse transcription PCR (RT-qPCR) assays.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Fig. 1
Fig. 2
Fig. 3
Fig. 4

Similar content being viewed by others

References

  • Akbarabadi A, Niknamfar S, Vousooghi N, Sadat-Shirazi MS, Toolee H, Zarrindast MR (2018) Effect of rat parental morphine exposure on passive avoidance memory and morphine conditioned place preference in male offspring. Physiol Behav 184:143–149

    Article  CAS  Google Scholar 

  • Andersen CL, Jensen JL, Orntoft TF (2004) Normalization of real-time quantitative reverse transcription-PCR data: a model-based variance estimation approach to identify genes suited for normalization, applied to bladder and colon cancer data sets. Cancer Res 64(15):5245–5250

    Article  CAS  Google Scholar 

  • Barber RD, Harmer DW, Coleman RA, Clark BJ (2005) GAPDH as a housekeeping gene: analysis of GAPDH mRNA expression in a panel of 72 human tissues. Physiol Genomics 21(3):389–395

    Article  CAS  Google Scholar 

  • Bogaert L, Poucke MV, Baere CD, Peelman L, Gasthuys F, Martens A (2006) Selection of a set of reliable reference genes for quantitative real-time PCR in normal equine skin and in equine sarcoids. BMC Biotechnol 6(1):24

    Article  Google Scholar 

  • Cheng DF, Zhang ZL, He XF, Liang GW (2013) Validation of reference genes in Solenopsis invicta in different developmental stages, castes and tissues. PLoS One 8(2):e57718

    Article  CAS  Google Scholar 

  • de Jonge HJ, Fehrmann RS, de Bont ES, Hofstra RM, Gerbens F, Kamps WA, de Vries EG, van der Zee AG, te Meerman GJ, ter Elst A (2007) Evidence based selection of housekeeping genes. PLoS One 2(9):e898

    Article  Google Scholar 

  • Dong MT, Zhang XW, Chi XY, Mou SL, Xu JF, Xu D, Wang WQ, Ye NH (2012) The validity of a reference gene is highly dependent on the experimental conditions in green alga Ulva linza. Curr Genet 58(1):13–20

    Article  CAS  Google Scholar 

  • Eisenberg E, Levanon EY (2013) Human housekeeping genes, revisited. Trends Genet 29(10):569–574

    Article  CAS  Google Scholar 

  • Fang M, Li JK, Zhu DQ, Luo CH, Li C, Zhu C, Fan ML, Yung KKL, Mo ZX (2017) Effect of Sinomenine on the morphine-dependence and related neural mechanisms in mice. Neurochem Res 42(12):3587–3596

    Article  CAS  Google Scholar 

  • Han HL, Dong ZF, Jia YF, Mao RR, Zhou QX, Yang YX, Wang LP, Xu L, Cao J (2015) Opioid addiction and withdrawal differentially drive long-term depression of inhibitory synaptic transmission in the hippocampus. Sci Rep 5:9666

    Article  CAS  Google Scholar 

  • He Y, Yu S, Bae E, Shen H, Wang Y (2013) Methamphetamine alters reference gene expression in nigra and striatum of adult rat brain. Neurotoxicology 39(5):138–145

    Article  CAS  Google Scholar 

  • Homedan C, Schmitt C, Laafi J, Gueguen N, Desquiret-Dumas V, Lenglet H, Karim Z, Gouya L, Deybach JC, Simard G, Puy H, Malthièry Y, Reynier P (2015) Mitochondrial energetic defects in muscle and brain of a Hmbs−/− mouse model of acute intermittent porphyria. Hum Mol Genet 24(17):5015–5023

    Article  CAS  Google Scholar 

  • Huggett J, Dheda K, Bustin S, Zumla A (2005) Real-time RT-PCR normalisation; strategies and considerations. Genes Immun 6(4):279–284

    Article  CAS  Google Scholar 

  • Iser IC, de Campos RP, Bertoni AP, Wink MR (2015) Identification of valid endogenous control genes for determining gene expression in C6 glioma cell line treated with conditioned medium from adipose-derived stem cell. Biomed Pharmacother 75:75–82

    Article  CAS  Google Scholar 

  • Kong QS, Yuan JX, Niu PH, Xie JJ, Jiang W, Huang Y, Bie ZL (2014) Screening suitable reference genes for normalization in reverse transcription quantitative real-time PCR analysis in melon. PLoS One 9(1):e87197

    Article  Google Scholar 

  • Lemma S, Avnet S, Salerno M, Chano T, Baldini N (2016) Identification and validation of housekeeping genes for gene expression analysis of cancer stem cells. PLoS One 11(2):e149481

    Article  Google Scholar 

  • Lisowski P, Pierzchala M, Goscik J, Pareek CS, Zwierzchowski L (2008) Evaluation of reference genes for studies of gene expression in the bovine liver, kidney, pituitary, and thyroid. J Appl Genet 49(4):367–372

    Article  Google Scholar 

  • Livak KJ, Schmittgen TD (2001) Analysis of relative gene expression data using realtime quantitative PCR and the 2(−Delta Delta C(T)) method. Methods 25:402–408

    Article  CAS  Google Scholar 

  • Lourenço AP, Mackert A, Cristino ADS, Simões ZLP (2008) Validation of reference genes for gene expression studies in the honey bee, Apis mellifera, by quantitative real-time RT-PCR. Apidologie 39(3):372–385

    Article  Google Scholar 

  • Lu YH, Yuan M, Gao XW, Kang TH, Zhan S, Wan H, Li JH (2013) Identification and validation of reference genes for gene expression analysis using quantitative PCR in Spodoptera litura (Lepidoptera: Noctuidae). PLoS One 8(7):e68059

    Article  CAS  Google Scholar 

  • Luo Y, Wang Y, Kuang SY, Chiang YH, Hoffer B (2010) Decreased level of Nurr1 in heterozygous young adult mice leads to exacerbated acute and long-term toxicity after repeated methamphetamine exposure. PLoS One 5(12):e15193

    Article  CAS  Google Scholar 

  • Ma YY, Yu P, Guo CY, Cui CL (2011) Effects of ifenprodil on morphine-induced conditioned place preference and spatial learning and memory in rats. Neurochem Res 36(3):383–391

    Article  CAS  Google Scholar 

  • Martin TA, Jayanthi S, Mccoy MT, Brannock C, Ladenheim B, Garrett T, Lehrmann E, Becker KG, Cadet JL (2012) Methamphetamine causes differential alterations in gene expression and patterns of histone acetylation/hypoacetylation in the rat nucleus accumbens. PLoS One 7(3):e34236

    Article  CAS  Google Scholar 

  • Meltem AA, Andreas B, Heidrun S, Timea K, Stefanie K, Christian S, Hans PW (2014) In vitro synthesis of modified mRNA for induction of protein expression in human cells. J Vis Exp 4(93):e51943

    Google Scholar 

  • Meng M, Zhao XH, Dang YH, Ma JY, Li LX, Gu SZ (2013) Region-specific expression of brain-derived neurotrophic factor splice variants in morphine conditioned place preference in mice. Brain Res 1519:53–62

    Article  CAS  Google Scholar 

  • Song XH, Li WQ, Shi YZ, Zhang JD, Li Y (2017) Expression of protein kinase A and the kappa opioid receptor in selected brain regions and conditioned place aversion in morphine-dependent rats. Oncotarget 8(47):82632–82642

    Article  Google Scholar 

  • Touchberry CD, Wacker MJ, Richmond SR, Whitman SA, Godard MP (2006) Age-related changes in relative expression of real-time PCR housekeeping genes in human skeletal muscle. J Biomol Tech 17(2):157–162

    PubMed  PubMed Central  Google Scholar 

  • Uddin MJ, Cinar MU, Tesfaye D, Looft C, Tholen E, Schellander K (2011) Age-related changes in relative expression stability of commonly used housekeeping genes in selected porcine tissues. BMC Res Notes 4(1):441

    Article  CAS  Google Scholar 

  • VanHiel MB, VanWielendaele P, Temmerman L, Soest SV, Vuerinckx K, Huybrechts R, Broeck JV, Simonet G (2009) Identification and validation of housekeeping genes in brains of the desert locust Schistocerca gregaria under different developmental conditions. BMC Mol Biol 10(1):56

    Article  Google Scholar 

  • Wentzel P, Ejdesjo A, Eriksson UJ (2003) Maternal diabetes in vivo and high glucose in vitro diminish GAPDH activity in rat embryos. Diabetes 52(5):1222–1228

    Article  CAS  Google Scholar 

  • Zhao CY, Zha YP, Wu XY, Chen LM, Shi JZ, Cui LQ (2011) The quantification of ADAMTS4 and 8 expression and selection of reference genes for quantitative real-time PCR analysis in myocardial infarction. Biomed Pharmacother 65(8):555–559

    Article  CAS  Google Scholar 

  • Zhu X, Yuan M, Shakeel M, Zhang YJ, Wang SL, Wang X, Zhan S, Kang TH, Li JH (2014) Selection and evaluation of reference genes for expression analysis using qRT-PCR in the beet armyworm Spodoptera exigua (Hübner) (Lepidoptera: Noctuidae). PLoS One 9(1):e84730

    Article  Google Scholar 

Download references

Acknowledgments

This study was funded by the Council of National Natural Science Foundation of China (NFSC 81501336), Science and Technology Development Program of Henan Province (182102310218), and Science and Technology Development Program of Henan Province (182102310503).

Author information

Authors and Affiliations

Authors

Corresponding authors

Correspondence to Hongdan Wang, Shengbin Li or Shixiu Liao.

Ethics declarations

Conflict of Interest

The authors declare that they have no conflicts of interest.

Additional information

Highlights

1. First validated the suitable reference gene in morphine-induced CPP mice model.

2. Tbp was the suitable reference gene in morphine-induced CPP mice.

3. Gapdh and β-actin were not suitable for expression data normalization.

Rights and permissions

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Zhang, Q., Zhang, M., Li, J. et al. Selection and Validation of Reference Genes for RT-PCR Expression Analysis of Candidate Genes Involved in Morphine-Induced Conditioned Place Preference Mice. J Mol Neurosci 66, 587–594 (2018). https://doi.org/10.1007/s12031-018-1198-8

Download citation

  • Received:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s12031-018-1198-8

Keywords

Navigation