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Article

UDP and NTF2 are the most consistently expressed genes in Panax ginseng roots at different growth stages

  • Authors:
    • Meichen Liu
    • Qun Wang
    • Hongmei Xie
    • Shichao Liu
    • Siming Wang
    • Hui Zhang
    • Yu Zhao
  • View Affiliations / Copyright

    Affiliations: Center of Chinese Medicine and Bio‑Engineering Research, Changchun University of Chinese Medicine, Changchun, Jilin 130117, P.R. China
  • Pages: 4382-4390
    |
    Published online on: April 21, 2017
       https://doi.org/10.3892/mmr.2017.6494
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Abstract

Reverse transcription‑quantitative polymerase chain reaction (RT‑qPCR) analysis relies on normalization against a consistently expressed reference gene. However, it has been reported that reference gene expression levels often vary markedly between samples as they are usually selected based solely on convention. The advent of RNA sequencing technology offers the opportunity to select reference genes with the least variability in steady‑state transcript levels. To identify the most consistently stable genes, which are a prerequisite for obtaining reliable gene expression data, the present study analyzed transcriptomes from six Panax ginseng transcriptome data sets, representing six growth stages, and selected 21 candidate reference genes for screening using RT‑qPCR. Of the 21 candidate genes, 13 had not been reported previously. The geNorm, NormFinder and BestKeeper programs were used to analyze the stability of the 21 candidate reference genes. The results showed that UDP‑N‑acetylgalactosamine transporter and nuclear transport factor 2 were likely to be the optimal combination of reference genes for use in investigations of ginseng. The novel reference genes were validated by correlating the gene expression profiles of four pathogenesis‑related protein genes generated from RT‑qPCR, with their expression levels calculated from the RNA sequencing data. The expression levels were well correlated, which demonstrated their value in performing RT‑qPCR analyses in ginseng.
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View References

1 

Xiang YZ, Shang HC, Gao XM and Zhang BL: A comparison of the ancient use of ginseng in traditional chinese medicine with modern pharmacological experiments and clinical trials. Phytother Res. 22:851–858. 2008. View Article : Google Scholar

2 

James AD: The Green Pharmacy Herbal Handbook: Your comprehensive reference to the best herbs for healing. Rodale: Emmaus, USA. 115–116. 2000.

3 

Dan M, Xie G, Gao X, Long X, Su M, Zhao A, Zhao T, Zhou M, Qiu Y and Jia W: A rapid ultra-performance liquid chromatography-electrospray Ionisation mass spectrometric method for the analysis of saponins in the adventitious roots of Panax notoginseng. Phytochem Anal. 20:68–76. 2009. View Article : Google Scholar

4 

Shan SM, Luo JG, Huang F and Kong LY: Chemical characteristics combined with bioactivity for comprehensive evaluation of Panax ginseng C.A. Meyer in different ages and seasons based on HPLC-DAD and chemometric methods. J Pharm Biomed Anal. 89:76–82. 2014. View Article : Google Scholar

5 

Wan JY, Fan Y, Yu QT, Ge YZ, Yan CP, Alolga RN, Li P, Ma ZH and Qi LW: Integrated evaluation of malonyl ginsenosides, amino acids and polysaccharides in fresn and processed ginseng. J Pharm Biomed Anal. 107:89–97. 2015. View Article : Google Scholar

6 

He JM, Zhang YZ, Luo JP, Zhang WJ and Mu Q: Variation of ginsenoside in ginseng of different ages. Nat Prod Commun. 11:739–740. 2016.

7 

Sathiyaraj G, Srinivasan S, Subramanium S, Kim YJ, Kim YJ, Kwon WS and Yang DC: Polygalacturonase inhibiting protein: Isolation, developmental regulation and pathogen related expression in Panax ginseng C.A. Meyer. Mol Biol Rep. 37:3445–3454. 2010. View Article : Google Scholar

8 

Han JY, Kim HJ, Kwon YS and Choi YE: The Cyt P450 enzyme CYP716A47 catalyzes the formation of protopanaxadiol from dammarenediol-II duringginsenoside biosynthesis in Panax ginseng. Plant Cell Physiol. 52:2062–2073. 2011. View Article : Google Scholar

9 

Bustin SA: Quantification of mRNA using real-time reverse transcription PCR (RT-PCR): Trends and problems. J Mol Endocrinol. 29:23–39. 2002. View Article : Google Scholar

10 

Thellin O, Zorzi W, Lakaye B, De Borman B, Coumans B, Hennen G, Grisar T, Igout A and Heinen E: Housekeeping genes as internal standards: Use and limits. J Biotechnol. 75:291–295. 1999. View Article : Google Scholar

11 

Bustin SA: Absolute quantification of mRNA using real-time reverse transcription polymerase chain reaction assays. J Mol Endocrinol. 25:169–193. 2000. View Article : Google Scholar

12 

Schmittgen TD and Zakrajsek BA: Effect of experimental treatment on housekeeping gene expression: Validation by real-time, quantitative RT-PCR. J Biochem Biophys Methods. 46:69–81. 2000. View Article : Google Scholar

13 

Lee PD, Sladek R, Greenwood CM and Hudson TJ: Control genes and variability: Absence of ubiquitous reference transcripts in diverse mammalian expression studies. Genome Res. 12:292–297. 2002. View Article : Google Scholar :

14 

Huang Z, Lin J, Cheng Z, Xu M, Guo M, Huang X, Yang Z and Zheng J: Production of oleanane-type sapogenin in transgenic rice via expression of β-amyrin synthase gene from Panax japonicas C. A. Mey. BMC Biotechnol. 15:452015. View Article : Google Scholar :

15 

Lim W, Shim MK, Kim S and Lee Y: Red ginseng represses hypoxia-induced cyclooxygenase-2 through sirtuin1 activation. Phytomedicine. 22:597–604. 2015. View Article : Google Scholar

16 

Oh GS, Yoon J, Lee GG, Oh WK and Kim SW: 20 (S)-protopanaxatriol inhibits liver X receptor α-mediated expression of lipogenic genes in hepatocytes. J Pharmacol Sci. 128:71–77. 2015. View Article : Google Scholar

17 

Qi J, Sun P, Liao D, Sun T, Zhu J and Li X: Transcriptomic analysis of american ginseng seeds during the dormancy release process by RNA-Seq. PLoS One. 10:e01185582015. View Article : Google Scholar :

18 

Zhu L, Li J, Xing N, Han D, Kuang H and Ge P: American ginseng regulates gene expression to protect against premature ovarian failure in rats. Biomed Res Int. 2015:7671242015. View Article : Google Scholar :

19 

Liu J, Wang Q, Sun M, Zhu L, Yang M and Zhao Y: Selection of reference genes for quantitative real-time PCR normalization in Panax ginseng at different stages of growth and in different organs. PLoS One. 9:e1121772014. View Article : Google Scholar :

20 

Mortazavi A, Williams BA, McCue K, Schaeffer L and Wold B: Mapping and quantifying mammalian transcriptomes by RNA-Seq. Nat Methods. 5:621–628. 2008. View Article : Google Scholar

21 

Wang Z, Gerstein M and Snyder M: RNA-Seq: A revolutionary tool for transcriptomics. Nat Rev Genet. 10:57–63. 2009. View Article : Google Scholar :

22 

Macrae T, Sargeant T, Lemieux S, Hébert J, Deneault E and Sauvageau G: RNA-Seq reveals spliceosome and proteasome genes as most consistent transcripts in human cancer cells. PLoS One. 8:e728842013. View Article : Google Scholar :

23 

Cankorur-Cetinkaya A, Dereli E, Eraslan S, Karabekmez E, Dikicioglu D and Kirdar B: A novel strategy for selection and validation of reference genes in dynamic multidimensional experimental design in yeast. PLoS One. 7:e383512012. View Article : Google Scholar :

24 

de Jonge HJ, Fehrmann RS, de Bont ES, Hofstra RM, Gerbens F, Kamps WA, de Vries EG, van der Zee AG, te Meerman GJ and ter Elst A: Evidence based selection of housekeeping genes. PLoS One. 2:e8982007. View Article : Google Scholar :

25 

Vandesompele J, De Preter K, Pattyn F, Poppe B, Van Roy N, De Paepe A and Speleman F: Accurate normalization of real-time quantitative RT-PCR data by geometric averaging of multiple internal control genes. Genome Biol. 3:research0034. 2002. View Article : Google Scholar :

26 

Andersen CL, Jensen JL and Ørntoft TF: 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. 64:5245–5250. 2004. View Article : Google Scholar

27 

Pfaffl MW, Tichopad A, Prgomet C and Neuvians TP: Determination of stable housekeeping genes, differentially regulated target genes and sample integrity: BestKeeper--Excel-based tool using pair-wise correlations. Biotechnol Lett. 26:509–515. 2004. View Article : Google Scholar

28 

Yao B, Zhao Y, Zhang H, Zhang M, Liu M, Liu H and Li J: Sequencing and de novo analysis of the Chinese Sika deer antler-tip transcriptome during the ossification stage using Illumina RNA-Seq technology. Biotechnol Lett. 34:813–822. 2012. View Article : Google Scholar

29 

Livak KJ and Schmittgen TD: Analysis of relative gene expression data using real-time quantitative PCR and the 2(−Delta Delta C(T)) method. Methods. 25:402–408. 2001. View Article : Google Scholar

30 

Rozen S and Skaletsky H: Primer3 on the WWW for general users and for biologist programmers. Methods Mol Biol. 132:365–386. 2000.

31 

Bustin SA, Benes V, Garson JA, Hellemans J, Huggett J, Kubista M, Mueller R, Nolan T, Pfaffl MW, Shipley GL, et al: The MIQE guidelines: Minimum information for publication of quantitative real-time PCR experiments. Clin Chem. 55:611–622. 2009. View Article : Google Scholar

32 

Pombo-Suarez M, Calaza M, Gomez-Reino JJ and Gonzalez A: Reference genes for normalization of gene expression studies in human osteoarthritic articular cartilage. BMC Mol Biol. 9:172008. View Article : Google Scholar :

33 

Warzybok A and Migocka M: Reliable reference genes for normalization of gene expression in cucumber grown under different nitrogen nutrition. PLoS One. 8:e728872013. View Article : Google Scholar :

34 

Gibbs GM, Roelants K and O'Bryan MK: The CAP superfamily: Cysteine-rich secretory proteins, antigen 5, and pathogenesis-related 1 proteins-roles in reproduction, cancer and immune defense. Endocr Rev. 29:865–897. 2008. View Article : Google Scholar

35 

Sels J, Mathys J, De Coninck BM, Cammue BP and De Bolle MF: Plant pathogenesis-related (PR) proteins: A focus on PR peptides. Plant Physiol Biochem. 46:941–950. 2008. View Article : Google Scholar

36 

Etschmann B, Wilcken B, Stoevesand K, von der Schulenburg A and Sterner-Kock A: Selection of reference genes for quantitative real-time PCR analysis in canine mammary tumors using the GeNorm algorithm. Vet Pathol. 43:934–942. 2006. View Article : Google Scholar

37 

Huis R, Hawkins S and Neutelings G: Selection of reference genes for quantitative gene expression normalization in flax (Linum usitatissimum L.). BMC Plant Biol. 10:712010. View Article : Google Scholar :

38 

Hamalainen HK, Tubman JC, Vikman S, Kyrölä T, Ylikoski E, Warrington JA and Lahesmaa R: Identification and validation of endogenous reference genes for expression profiling of T helper cell differentiation by quantitative real-time RT-PCR. Anal Biochem. 299:63–70. 2001. View Article : Google Scholar

39 

Oshlack A, Robinson MD and Young MD: From RNA-seq reads to differential expression results. Genome Biol. 11:2202010. View Article : Google Scholar :

40 

Mane SP, Evans C, Cooper KL, Crasta OR, Folkerts O, Hutchison SK, Harkins TT, Thierry-Mieg D, Thierry-Mieg J and Jensen RV: Transcriptome sequencing of the microarray quality control (MAQC) RNA reference samples using next generation sequencing. BMC Genomics. 10:2642009. View Article : Google Scholar :

41 

Wilhelm BT and Landry JR: RNA-Seq-quantitative measurement of expression through massively parallel RNA-sequencing. Methods. 48:249–257. 2009. View Article : Google Scholar

42 

Shendure J: The beginning of the end for microarrays? Nat Methods. 5:585–587. 2008. View Article : Google Scholar

43 

Jian B, Liu B, Bi Y, Hou W, Wu C and Han T: Validation of internal control for gene expression study in soybean by quantitative real-time PCR. BMC Mol Biol. 9:592008. View Article : Google Scholar :

44 

Muraoka M, Kawakita M and Ishida N: Molecular characterization of human UDP-glucuronic acid/UDP-N-acetylgalactosamine transporter, a novel nucleotide sugar transporter with dual substrate specificity. FEBS Lett. 495:87–93. 2001. View Article : Google Scholar

45 

Bayliss R, Ribbeck K, Akin D, Kent HM, Feldherr CM, Görlich D and Stewart M: Interaction between NTF2 and xFxFG-containing nucleoporins is required to mediate nuclear import of RanGDP. J Mol Biol. 293:579–593. 1999. View Article : Google Scholar

46 

Goepfert S, Vidoudez C, Rezzonico E, Hiltunen JK and Poirier Y: Molecular identification and characterization of the Arabidopsis delta(3,5), delta(2,4)-dienoyl-coenzyme A isomerase, a peroxisomal enzyme participating in the beta-oxidation cycle of unsaturated fatty acids. Plant Physiol. 138:1947–1956. 2005. View Article : Google Scholar :

47 

Czechowski T, Stitt M, Altmann T, Udvardi MK and Scheible WR: Genome-wide identification and testing of superior reference genes for transcript normalization in Arabidopsis. Plant Physiol. 139:5–17. 2005. View Article : Google Scholar :

48 

Goidin D, Mamessier A, Staquet MJ, Schmitt D and Berthier-Vergnes O: Ribosomal 18S RNA prevails over glyceraldehyde-3-phosphate dehydrogenase and beta-actin genes as internal standard for quantitative comparison of mRNA levels in invasive and noninvasive human melanoma cell subpopulations. Anal Biochem. 295:17–21. 2001. View Article : Google Scholar

49 

Selvey S, Thompson EW, Matthaei K, Lea RA, Irving MG and Griffiths LR: Beta-actin: An unsuitable internal control for RT-PCR. Mol Cell Probes. 15:307–311. 2001. View Article : Google Scholar

50 

Warrington JA, Nair A, Mahadevappa M and Tsyganskaya M: Comparison of human adult and fetal expression and identification of 535 housekeeping/maintenance genes. Physiol Genomics. 2:143–147. 2000.

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Copy and paste a formatted citation
Spandidos Publications style
Liu M, Wang Q, Xie H, Liu S, Wang S, Zhang H and Zhao Y: UDP and NTF2 are the most consistently expressed genes in Panax ginseng roots at different growth stages. Mol Med Rep 15: 4382-4390, 2017.
APA
Liu, M., Wang, Q., Xie, H., Liu, S., Wang, S., Zhang, H., & Zhao, Y. (2017). UDP and NTF2 are the most consistently expressed genes in Panax ginseng roots at different growth stages. Molecular Medicine Reports, 15, 4382-4390. https://doi.org/10.3892/mmr.2017.6494
MLA
Liu, M., Wang, Q., Xie, H., Liu, S., Wang, S., Zhang, H., Zhao, Y."UDP and NTF2 are the most consistently expressed genes in Panax ginseng roots at different growth stages". Molecular Medicine Reports 15.6 (2017): 4382-4390.
Chicago
Liu, M., Wang, Q., Xie, H., Liu, S., Wang, S., Zhang, H., Zhao, Y."UDP and NTF2 are the most consistently expressed genes in Panax ginseng roots at different growth stages". Molecular Medicine Reports 15, no. 6 (2017): 4382-4390. https://doi.org/10.3892/mmr.2017.6494
Copy and paste a formatted citation
x
Spandidos Publications style
Liu M, Wang Q, Xie H, Liu S, Wang S, Zhang H and Zhao Y: UDP and NTF2 are the most consistently expressed genes in Panax ginseng roots at different growth stages. Mol Med Rep 15: 4382-4390, 2017.
APA
Liu, M., Wang, Q., Xie, H., Liu, S., Wang, S., Zhang, H., & Zhao, Y. (2017). UDP and NTF2 are the most consistently expressed genes in Panax ginseng roots at different growth stages. Molecular Medicine Reports, 15, 4382-4390. https://doi.org/10.3892/mmr.2017.6494
MLA
Liu, M., Wang, Q., Xie, H., Liu, S., Wang, S., Zhang, H., Zhao, Y."UDP and NTF2 are the most consistently expressed genes in Panax ginseng roots at different growth stages". Molecular Medicine Reports 15.6 (2017): 4382-4390.
Chicago
Liu, M., Wang, Q., Xie, H., Liu, S., Wang, S., Zhang, H., Zhao, Y."UDP and NTF2 are the most consistently expressed genes in Panax ginseng roots at different growth stages". Molecular Medicine Reports 15, no. 6 (2017): 4382-4390. https://doi.org/10.3892/mmr.2017.6494
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