Abstract
Quantitative real-time polymerase chain reaction (qRT-PCR) is a widely utilized method for evaluating the gene expressions in stem cell research. This method enables researchers to obtain fast and precise results, but the accuracy of the data depends on certain factors, such as those associated with biological sample preparation and PCR efficiency. In order to achieve accurate and reliable results, it is of utmost importance to designate the reference genes, the expressions of which are suitable to all kinds of experimental conditions. Hence it is vital to normalize the qRT-PCR data by using the reference genes. In recent years, it has been found that the expression levels of reference genes widely used in stem cell research present a substantial amount of variation and are not necessarily suitable for normalization. This chapter at hand stresses the significance of selecting suitable reference genes from the point view of human stem cell research.
Access this chapter
Tax calculation will be finalised at checkout
Purchases are for personal use only
Abbreviations
- 18S rRNA:
-
18S Ribosomal RNA
- 2-D:
-
Two-dimensional
- 3-D:
-
Three-dimensional
- 3′UTR:
-
3′ untranslated region of the genes
- ACTB:
-
Actin beta
- ALAS1:
-
5′-Aminolevulinate synthase 1
- ASCs:
-
Adipose stem cells
- B2M:
-
Beta-2-microglobulin
- BM-MSCs:
-
Bone marrow-derived mesenchymal stem cells
- CAPN10:
-
Calpain 10
- CASC3:
-
Cancer susceptibility 3
- CCDC108:
-
Cilia and flagella associated protein 65
- CSCs:
-
Cancer stem cells
- EF1α:
-
Eukaryotic translation elongation factor 1 alpha 1
- EID2:
-
EP300 interacting inhibitor of differentiation 2
- ESCs:
-
Embryonic stem cells
- FBXL12:
-
F-Box and leucine rich repeat protein 12
- fMSCs:
-
Fetal tissue-derived MSCs
- GADD45A:
-
Growth arrest and DNA damage inducible alpha
- GAPDH:
-
Glyceraldehyde-3-phosphate dehydrogenase
- GSCs:
-
Gingival stem cells
- GUSB:
-
Glucuronidase beta
- h:
-
Human
- HMBS:
-
Hydroxymethylbilane synthase
- HPRT1:
-
Hypoxanthine phosphoribosyltransferase 1
- HSCs:
-
Hematopoietic stem cells
- IPO8:
-
Importin 8
- iPSCs:
-
Induced pluripotent stem cells
- LTB4R2:
-
Leukotriene B4 receptor 2
- MIAMI:
-
Marrow-isolated adult multilineage inducible
- MSCs:
-
Mesenchymal stem cells
- NUBP1:
-
Nucleotide binding protein 1
- PCR:
-
Polymerase chain reaction
- PGK:
-
Phosphoglycerate kinase
- PPIA:
-
Peptidylprolyl isomerase A
- PUM1:
-
Pumilio RNA binding family member 1
- qRT-PCR:
-
Quantitative real-time PCR
- RABEP2:
-
Rabaptin, RAB GTPase binding effector protein 2
- RNF7:
-
Ring finger protein 7
- RPL13A:
-
Ribosomal protein L13a
- RPL19:
-
Ribosomal protein 19
- RPLP0:
-
Ribosomal protein lateral stalk subunit P0
- RPS18:
-
Ribosomal protein S18
- SDHA:
-
Succinate dehydrogenase complex flavoprotein subunit A
- SLC4A1AP:
-
Solute carrier family 4 member 1 adaptor protein
- SRP72:
-
Signal recognition particle 72
- TBP:
-
TATA-box binding protein
- TFRC:
-
Transferrin receptor
- TNFRSF13C:
-
TNF receptor superfamily member 13C
- UBC:
-
Ubiquitin
- VEGF:
-
Vascular endothelial growth factor A-165
- YWHAZ:
-
Tyrosine 3-monooxygenase/tryptophan 5-monooxygenase activation protein zeta
- ZNF324B:
-
Zinc finger protein 324B
References
Abbaszadegan MR, Bagheri V, Razavi MS, Momtazi AA, Sahebkar A, Gholamin M (2017) Isolation, identification, and characterization of cancer stem cells: a review. J Cell Physiol 232(8):2008–2018. https://doi.org/10.1002/jcp.25759
Abeyta MJ, Clark AT, Rodriguez RT, Bodnar MS, Pera RAR, Firpo MT (2004) Unique gene expression signatures of independently-derived human embryonic stem cell lines. Hum Mol Genet 13(6):601–608. https://doi.org/10.1093/hmg/ddh068
Aggarwal A, Jamwal M, Kumar VG, Sharma P, Sachdeva MUS, Bansal D, Malhotra P, Das R (2018) Optimal reference gene selection for expression studies in human reticulocytes. J Mol Diagn. https://doi.org/10.1016/j.jmoldx.2018.01.009
Amable PR, Teixeira MVT, Carias RBV, Granjeiro JM, Borojevic R (2013) Identification of appropriate reference genes for human mesenchymal cells during expansion and differentiation. PLoS One 8(9). https://doi.org/10.1371/journal.pone.0073792
Amini AR, Laurencin CT, Nukavarapu SP (2012) Bone tissue engineering: recent advances and challenges. Crit Rev Biomed Eng 40(5):363–408. https://doi.org/10.1615/CritRevBiomedEng.v40.i5.10
Amit M, Carpenter MK, Inokuma MS, Chiu CP, Harris CP, Waknitz MA, Itskovitz-Eldor J, Thomson JA (2000) Clonally derived human embryonic stem cell lines maintain pluripotency and proliferative potential for prolonged periods of culture. Dev Biol 227(2):271–278. https://doi.org/10.1006/dbio.2000.9912
Atala A (2017) Advancing the translation of stem cells to medicine. Stem Cells Transl Med 6(1):1–2. https://doi.org/10.1002/sctm.16-0475
Batzer MA, Deininger PL (2002) Alu repeats and human genomic diversity. Nat Rev Genet 3(5):370–379. https://doi.org/10.1038/nrg798
Baykan E, Koç A, Elçin AE, Elçin YM (2014) Evaluation of a biomimetic poly(epsilon-caprolactone)/beta-tricalcium phosphate multispiral scaffold for bone tissue engineering: in-vitro and in-vivo studies. Biointerphases 9(2):029011. https://doi.org/10.1116/1.4870781
Bhattacharya B, Miura T, Brandenberger R, Mejido J, Luo Y, Yang AX, Joshi BH, Ginis I, Thies RS, Amit M, Lyons I, Condie BG, Itskovitz-Eldor J, Rao MS, Puri RK (2004) Gene expression in human embryonic stem cell lines: unique molecular signature. Blood 103(8):2956–2964. https://doi.org/10.1182/blood-2003-09-3314
Bianco P, Cao X, Frenette PS, Mao JJ, Robey PG, Simmons PJ, Wang CY (2013) The meaning, the sense and the significance: translating the science of mesenchymal stem cells into medicine. Nat Med 19(1):35–42. https://doi.org/10.1038/nm.3028
Boyer LA, Lee TI, Cole MF, Johnstone SE, Levine SS, Zucker JP, Guenther MG, Kumar RM, Murray HL, Jenner RG, Gifford DK, Melton DA, Jaenisch R, Young RA (2005) Core transcriptional regulatory circuitry in human embryonic stem cells. Cell 122(6):947–956. https://doi.org/10.1016/j.cell.2005.08.020
Brady K, Dickinson SC, Guillot PV, Polak J, Blom AW, Kafienah W, Hollander AP (2014) Human fetal and adult bone marrow-derived mesenchymal stem cells use different signaling pathways for the initiation of chondrogenesis. Stem Cells Dev 23(5):541–554. https://doi.org/10.1089/scd.2013.0301
Bustin SA, Benes V, Garson J, Hellemans J, Huggett J, Kubista M, Mueller R, Nolan T, Pfaffl MW, Shipley G, Wittwer CT, Schjerling P, Day PJ, Abreu M, Aguado B, Beaulieu JF, Beckers A, Bogaert S, Browne JA, Carrosco-Ramiro F, Ceelen L, Ciborowski K, Cornillie P, Coulon S, Cuypers A, De Brouwer S, De Ceuninck L, De CJ, De Naeyer H, De Spiegelaere W, Deckers K, Dheedene A, Durinck K, Teixeira MF, Fieuw A, Gallup JM, Ganzalo-Flores S, Goossens K, Heindryckx F, Herring E, Hoenicka H, Icardi L, Jaggi R, Javad F, Karampelias M, Kibenge F, Kibenge M, Kumps C, Lambertz I, Lammens T, Markey A, Messiaen P, Mets E, Morais S, Mudarra-Rubio A, Nakiwala J, Nelis H, Olsvik PA, Perez-Novo C, Plusquin M, Remans T, Rihani A, Rodrigues-Santos P, Rondou P, Sanders R, Schmidt-Bleek K, Skovgaard K, Smeets K, Tabera L, Toegel S, Acker TV, den Broeck WV, der Meulen JV, Gele MV, Peer GV, Poucke MV, Roy NV, Vergult S, Wauman J, Tshuikina-Wiklander M, Willems E, Zaccara S, Zeka F, Vandesompele J (2013) The need for transparency and good practices in the qPCR literature. Nat Methods 10(11):1063–1067. https://doi.org/10.1038/nmeth.2697
Butte AJ, Dzau VJ, Glueck SB (2001) Further defining housekeeping, or “maintenance,” genes Focus on “A compendium of gene expression in normal human tissues”. Physiol Genomics 7(2):95–96. https://doi.org/10.1152/physiolgenomics.2001.7.2.95
Caplan AI (2005) Mesenchymal stem cells: cell–based reconstructive therapy in orthopedics. Tissue Eng 11(7–8):1198–1211. https://doi.org/10.1089/ten.2005.11.1198
Ceelen L, De Spiegelaere W, David M, De Craene J, Vinken M, Vanhaecke T, Rogiers V (2011) Critical selection of reliable reference genes for gene expression study in the HepaRG cell line. Biochem Pharmacol 81(10):1255–1261. https://doi.org/10.1016/j.bcp.2011.03.004
Ceelen L, De Craene J, De Spiegelaere W (2014) Evaluation of normalization strategies used in real-time quantitative PCR experiments in HepaRG cell line studies. Clin Chem 60(3):451–454. https://doi.org/10.1373/clinchem.2013.209478
Curtis KM, Gomez LA, Rios C, Garbayo E, Raval AP, Perez-Pinzon MA, Schiller PC (2010) EF1α and RPL13a represent normalization genes suitable for RT-qPCR analysis of bone marrow derived mesenchymal stem cells. BMC Mol Biol 11(1):61. https://doi.org/10.1186/1471-2199-11-61
De Campos RP, Schultz IC, de Andrade Mello P, Davies S, Gasparin MS, Bertoni AP, Buffon A, Wink MR (2018) Cervical cancer stem-like cells: systematic review and identification of reference genes for gene expression. Cell Biol Int 42(2):139–152. https://doi.org/10.1002/cbin.10878
De Francesco F, Ricci G, D’Andrea F, Nicoletti GF, Ferraro GA (2015) Human adipose stem cells: from bench to bedside. Tissue Eng Part B Rev 21(6):572–584. https://doi.org/10.1089/ten.TEB.2014.0608
De Spiegelaere W, Dern-Wieloch J, Weigel R, Schumacher V, Schorle H, Nettersheim D, Bergmann M, Brehm R, Kliesch S, Vandekerckhove L, Fink C (2015) Reference gene validation for RT-qPCR, a note on different available software packages. PLoS One 10(3):e0122515. https://doi.org/10.1371/journal.pone.0122515
Dogan A, Parmaksiz M, Elçin AE, Elçin YM (2016) Extracellular matrix and regenerative therapies from the cardiac perspective. Stem Cell Rev Rep 12(2):202–213. https://doi.org/10.1007/s12015-015-9641-5
Dominici MLBK, Le Blanc K, Mueller I, Slaper-Cortenbach I, Marini FC, Krause DS, Deans RJ, Keating A, Prockop DJ, Horwitz EM (2006) Minimal criteria for defining multipotent mesenchymal stromal cells. The International Society for Cellular Therapy position statement. Cytotherapy 8(4):315–317. https://doi.org/10.1080/14653240600855905
Draper JS, Pigott C, Thomson JA, Andrews PW (2002) Surface antigens of human embryonic stem cells: changes upon differentiation in culture. J Anat 200(3):249–258. https://doi.org/10.1046/j.1469-7580.2002.00030.x
Eisenberg E, Levanon EY (2003) Human housekeeping genes are compact. Trends Genet 19(7):362–365. https://doi.org/10.1016/S0168-9525(03)00140-9
Elçin YM (2004) Stem cells and tissue engineering. Adv Exp Med Biol 553:301–316. PMID: 15503465
Elçin AE, Parmaksız M, Doğan A, Şeker Ş, Durkut S, Dalva K, Elçin YM (2017) Differential gene expression profiling of human adipose stem cells differentiating into smooth muscle-like cells by TGFb1/BMP4. Exp Cell Res 352:207–217. https://doi.org/10.1016/j.yexcr.2017.02.006
Enver T, Soneji S, Joshi C, Brown J, Iborra F, Orntoft T, Thykjaer T, Maltby E, Smith K, Jones RADM, Matin M, Gokhale P, Draper J, Andrews PW (2005) Cellular differentiation hierarchies in normal and culture-adapted human embryonic stem cells. Hum Mol Genet 14(21):3129–3140. https://doi.org/10.1093/hmg/ddi345
Fink T, Lund P, Pilgaard L, Rasmussen JG, Duroux M, Zachar V (2008) Instability of standard PCR reference genes in adipose-derived stem cells during propagation, differentiation and hypoxic exposure. BMC Mol Biol 9(1):98. https://doi.org/10.1186/1471-2199-9-98
Fournier BP, Ferre FC, Couty L, Lataillade JJ, Gourven M, Naveau A, Coulomb B, Lafont A, Gogly B (2010) Multipotent progenitor cells in gingival connective tissue. Tissue Eng A 16(9):2891–2899. https://doi.org/10.1089/ten.tea.2009.0796
Fournier BP, Larjava H, Häkkinen L (2013) Gingiva as a source of stem cells with therapeutic potential. Stem Cells Dev 22(24):3157–3177. https://doi.org/10.1089/scd.2013.0015
Gimble JM, Katz AJ, Bunnell BA (2007) Adipose-derived stem cells for regenerative medicine. Circ Res 100(9):1249–1260. https://doi.org/10.1161/01.RES.0000265074.83288.09
Gimble JM, Bunnell BA, Chiu ES, Guilak F (2011) Concise review: adipose-derived stromal vascular fraction cells and stem cells: let’s not get lost in translation. Stem Cells 29(5):749–754. https://doi.org/10.1002/stem.629
Han G, Wang H, Hao J (2013) Molecular mechanisms of embryonic stem cell pluripotency. In: Bhartiya D (ed) Pluripotent stem cells. Intech Open, pp 283–299. https://doi.org/10.5772/54365
Holmgren G, Ghosheh N, Zeng X, Bogestål Y, Sartipy P, Synnergren J (2015) Identification of stable reference genes in differentiating human pluripotent stem cells. Physiol Genomics 47(6):232–239. https://doi.org/10.1152/physiolgenomics.00130.2014
Huggett J, Dheda K, Bustin S, Zumla A (2005) Real-time RT-PCR normalisation; strategies and considerations. Genes Immun 6(4):279–284. https://doi.org/10.1038/sj.gene.6364190
Inanc B, Elçin AE, Elçin YM (2008) Human embryonic stem cell differentiation on tissue engineering scaffolds: effects of NGF and retinoic acid induction. Tissue Eng A 14(6):955–964. https://doi.org/10.1089/tea.2007.0213
Iser IC, de Campos RP, Bertoni APS, 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. https://doi.org/10.1016/j.biopha.2015.08.035
Jacobi A, Rauh J, Bernstein P, Liebers C, Zou X, Stiehler M (2013) Comparative analysis of reference gene stability in human mesenchymal stromal cells during osteogenic differentiation. Biotechnol Prog 29(4):1034–1042. https://doi.org/10.1002/btpr.1747
Jo CH, Yoon PW, Kim H, Kang KS, Yoon KS (2013) Comparative evaluation of in vivo osteogenic differentiation of fetal and adult mesenchymal stem cell in rat critical-sized femoral defect model. Cell Tissue Res 353(1):41–52. https://doi.org/10.1007/s00441-013-1619-5
Kang Y, Wu Z, Cai D, Lu B (2018) Evaluation of reference genes for gene expression studies in mouse and N2a cell ischemic stroke models using quantitative real-time PCR. BMC Neurosci 19(1):3. https://doi.org/10.1186/s12868-018-0403-6
Kim DY, Sung JH (2017) Regulatory role of microRNAs in the proliferation and differentiation of adipose-derived stem cells. Histol Histopathol 32(1):1–10. https://doi.org/10.14670/HH-11-798
Lanza R, Atala A (eds) (2014) Essentials of stem cell biology, 3 rd edn. Academic Press, Elsevier, Amsterdam. ISBN-13: 978-0-12-409503-8
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). https://doi.org/10.1371/journal.pone.0149481
Li X, Yang Q, Bai J, Yang Y, Zhong L, Wang Y (2015) Identification of optimal reference genes for quantitative PCR studies on human mesenchymal stem cells. Mol Med Rep 11(2):1304–1311. https://doi.org/10.3892/mmr.2014.2841
Li X, Kim Y, Tsang EK, Davis JR, Damani FN, Chiang C, Hess GT, Zappala Z, Strober BJ, Scott AJ, Li A, Ganna A, Bassik MC, Merker JD (2017) The impact of rare variation on gene expression across tissues. Nature 550(7675):239–243. https://doi.org/10.1038/nature24267
Maitra A, Arking DE, Shivapurkar N, Ikeda M, Stastny V, Kassauei K, Sui G, Cutler DJ, Liu Y, Brimble SN, Noaksson K, Hyllner J, Schulz TC, Zeng X, Freed WJ, Crook J, Abraham S, Colman A, Sartipy P, Matsui SI, Carpenter M, Gazdar AF, Rao M, Chakravarti A (2005) Genomic alterations in cultured human embryonic stem cells. Nat Genet 37(10):1099–1103. https://doi.org/10.1038/ng1631
Mughal BB, Leemans M, Spirhanzlova P, Demeneix B, Fini JB (2018) Reference gene identification and validation for quantitative real-time PCR studies in developing Xenopus laevis. Sci Rep 8(1):496. https://doi.org/10.1038/s41598-017-18684-1
Neuvians TP, Gashaw I, Sauer CG, von Ostau C, Kliesch S, Bergmann M, Hacker A, Grobholz R (2005) Standardization strategy for quantitative PCR in human seminoma and normal testis. J Biotechnol 117(2):163–171. https://doi.org/10.1016/j.jbiotec.2005.01.011
Noaksson K, Zoric N, Zeng X, Rao MS, Hyllner J, Semb H, Kubista M, Sartipy P (2005) Monitoring differentiation of human embryonic stem cells using real-time PCR. Stem Cells 23(10):1460–1467. https://doi.org/10.1634/stemcells.2005-0093
Palombella S, Pirrone C, Cherubino M, Valdatta L, Bernardini G, Gornati R (2017) Identification of reference genes for qPCR analysis during hASC long culture maintenance. PLoS One 12(2). https://doi.org/10.1371/journal.pone.0170918
Park BS, Jang KA, Sung JH, Park JS, Kwon YH, Kim KJ, Kim WS (2008) Adipose-derived stem cells and their secretory factors as a promising therapy for skin aging. Dermatol Surg 34(10):1323–1326. https://doi.org/10.1111/j.1524-4725.2008.34283.x
Passier R, Mummery C (2003) Origin and use of embryonic and adult stem cells in differentiation and tissue repair. Cardiovasc Res 58(2):324–335. https://doi.org/10.1016/S0008-6363(02)00770-8
Pfaffl MW, Tichopad A, Prgomet C, Neuvians TP (2004) Determination of stable housekeeping genes, differentially regulated target genes and sample integrity: BestKeeper–Excel-based tool using pair-wise correlations. Biotechnol Lett 26(6):509–515. https://doi.org/10.1023/B:BILE.0000019559.84305.47
Pittenger MF, Mackay AM, Beck SC, Jaiswal RK, Douglas R, Mosca JD, Moorman MA, Simonetti DW, Craig S, Marshak DR (1999) Multilineage potential of adult human mesenchymal stem cells. Science 284(5411):143–147. https://doi.org/10.1126/science.284.5411.143
Quiroz FG, Posada OM, Gallego-Perez D, Higuita-Castro N, Sarassa C, Hansford DJ, Agudelo-Florez P, López LE (2010) Housekeeping gene stability influences the quantification of osteogenic markers during stem cell differentiation to the osteogenic lineage. Cytotechnology 62(2):109–120. https://doi.org/10.1007/s10616-010-9265-1
Raaijmakers MH, van Emst L, de Witte T, Mensink E, Raymakers RA (2002) Quantitative assessment of gene expression in highly purified hematopoietic cells using real-time reverse transcriptase polymerase chain reaction. Exp Hematol 30(5):481–487. https://doi.org/10.1016/S0301-472X(02)00787-7
Radonić A, Thulke S, Mackay IM, Landt O, Siegert W, Nitsche A (2004) Guideline to reference gene selection for quantitative real-time PCR. Biochem Biophys Res Commun 313(4):856–862. https://doi.org/10.1016/j.bbrc.2003.11.177
Ragni E, Vigano M, Rebulla P, Giordano R, Lazzari L (2013) What is beyond a qRT-PCR study on mesenchymal stem cell differentiation properties: how to choose the most reliable housekeeping genes. J Cell Mol Med 17(1):168–180. https://doi.org/10.1111/j.1582-4934.2012.01660.x
Rauh J, Jacobi A, Stiehler M (2014) Identification of stable reference genes for gene expression analysis of three-dimensional cultivated human bone marrow-derived mesenchymal stromal cells for bone tissue engineering. Tissue Eng Part C Methods 21(2):192–206. https://doi.org/10.1089/ten.tec.2014.0230
Rauh J, Jacobi A, Stiehler M (2015) Identification of stable reference genes for gene expression analysis of three-dimensional cultivated human bone marrow-derived mesenchymal stromal cells for bone tissue engineering. Tissue Eng Part C Methods 21(2):192–206. https://doi.org/10.1089/ten.TEC.2014.0230
Rebouças EDL, Costa JJDN, Passos MJ, Passos JRDS, Hurk RVD, Silva JRV (2013) Real time PCR and importance of housekeepings genes for normalization and quantification of mRNA expression in different tissues. Braz Arch Biol Technol 56(1):143–154. https://doi.org/10.1590/S1516-89132013000100019
Schildberg T, Rauh J, Bretschneider H, Stiehler M (2013) Identification of suitable reference genes in bone marrow stromal cells from osteoarthritic donors. Stem Cell Res 11(3):1288–1298. https://doi.org/10.1016/j.scr.2013.08.015
Schmittgen TD, Zakrajsek BA (2000) Effect of experimental treatment on housekeeping gene expression: validation by real-time, quantitative RT-PCR. J Biochem Biophys Methods 46(1):69–81. https://doi.org/10.1016/S0165-022X(00)00129-9
Studer D, Lischer S, Jochum W, Ehrbar M, Zenobi-Wong M, Maniura-Weber K (2012) Ribosomal protein l13a as a reference gene for human bone marrow-derived mesenchymal stromal cells during expansion, adipo-, chondro-, and osteogenesis. Tissue Eng Part C Methods 18(10):761–771. https://doi.org/10.1089/ten.tec.2012.0081
Stürzenbaum SR, Kille P (2001) Control genes in quantitative molecular biological techniques: the variability of invariance. Comp Biochem Physiol B: Biochem Mol Biol 130(3):281–289. https://doi.org/10.1016/S1096-4959(01)00440-7
Su X, Yao X, Sun Z, Han Q, Zhao RC (2016) Optimization of reference genes for normalization of reverse transcription quantitative real-time polymerase chain reaction results in senescence study of mesenchymal stem cells. Stem Cells Dev 25(18):1355–1365. https://doi.org/10.1089/scd.2016.0031
Synnergren J, Giesler TL, Adak S, Tandon R, Noaksson K, Lindahl A, Nilsson P, Nelson D, Olsson B, Englund MCO, Abbot S, Sartipy P (2007) Differentiating human embryonic stem cells express a unique housekeeping gene signature. Stem Cells 25(2):473–480. https://doi.org/10.1634/stemcells.2006-0247
Taïhi I, Nassif A, Berbar T, Isaac J, Berdal A, Gogly B, Fournier BP (2015) Validation of housekeeping genes to study human gingival stem cells and their in vitro osteogenic differentiation using real-time RT-qPCR. Stem Cells Int 2016. https://doi.org/10.1155/2016/6261490
Thellin O, Zorzi W, Lakaye B, De Borman B, Coumans B, Hennen G, Grisar T, Igout A, Heinen E (1999) Housekeeping genes as internal standards: use and limits. J Biotechnol 75(2):291–295. https://doi.org/10.1016/S0168-1656(99)00163-7
Thomson JA, Itskovitz-Eldor J, Shapiro SS, Waknitz MA, Swiergiel JJ, Marshall VS, Jones JM (1998) Embryonic stem cell lines derived from human blastocysts. Science 282(5391):1145–1147. https://doi.org/10.1126/science.282.5391.1145
Tratwal J, Follin B, Ekblond A, Kastrup J, Haack-Sørensen M (2014) Identification of a common reference gene pair for qPCR in human mesenchymal stromal cells from different tissue sources treated with VEGF. BMC Mol Biol 15(1):11. https://doi.org/10.1186/1471-2199-15-11
Uccelli A, Moretta L, Pistoia V (2008) Mesenchymal stem cells in health and disease. Nat Rev Immunol 8(9):726–736. https://doi.org/10.1038/nri2395
Van De Moosdijk AAA, Van Amerongen R (2016) Identification of reliable reference genes for qRT-PCR studies of the developing mouse mammary gland. Sci Rep 6(35595). https://doi.org/10.1038/srep35595
Vandesompele J, De Preter K, Pattyn F, Poppe B, Van Roy N, De Paepe A, Speleman F (2002) Accurate normalization of real-time quantitative RT-PCR data by geometric averaging of multiple internal control genes. Genome Biol 3(7). https://doi.org/10.1186/gb-2002-3-7-research0034
Vater C, Kasten P, Stiehler M (2011) Culture media for the differentiation of mesenchymal stromal cells. Acta Biomater 7(2):463–477. https://doi.org/10.1016/j.actbio.2010.07.037
Vossaert L, O’Leary T, Van Neste C, Heindryckx B, Vandesompele J, De Sutter P, Deforce D (2013) Reference loci for RT-qPCR analysis of differentiating human embryonic stem cells. BMC Mol Biol 14(1):21. https://doi.org/10.1186/1471-2199-14-21
Wang Y, Han Z, Yan S, Mao A, Wang B, Ren H, Chi Y, Han Z (2010) Evaluation of suitable reference gene for real-time PCR in human umbilical cord mesenchymal stem cells with long-term in vitro expansion. In Vitro Cell Dev Biol Anim 46(7):595–599. https://doi.org/10.1007/s11626-010-9318-y
Warrington JA, Naır A, Mahadevappa M, Tsyganskaya M (2000) Comparison of human adult and fetal expression and identification of 535 housekeeping/maintenance genes. Physiol Genomics 2(3):143–147. https://doi.org/10.1152/physiolgenomics.2000.2.3.143
Willems E, Mateizel I, Kemp C, Cauffman G, Sermon K, Leyns L (2006) Selection of reference genes in mouse embryos and in differentiating human and mouse ES cells. Int J Dev Biol 50(7):627–635. https://doi.org/10.1387/ijdb.052130ew
Zhang QL, Zhu QH, Liao X, Wang XQ, Chen T, Xu HT, Wang J, Yuan ML, Chen JY (2016) Selection of reliable reference genes for normalization of quantitative RT-PCR from different developmental stages and tissues in amphioxus. Sci Rep 6(37549). https://doi.org/10.1038/srep37549
Zhao D, Cui D, Wang B, Tian F, Guo L, Yang L, Liu B, Yu X (2012) Treatment of early stage osteonecrosis of the femoral head with autologous implantation of bone marrow-derived and cultured mesenchymal stem cells. Bone 50(1):325–330. https://doi.org/10.1016/j.bone.2011.11.002
Zuk PA, Zhu M, Ashjian P, De Ugarte DA, Huang JI, Mizuno H, Alfonso ZC, Fraser JK, Benhaim P, Hedrick MH (2002) Human adipose tissue is a source of multipotent stem cells. Mol Biol Cell 13(12):4279–4295. https://doi.org/10.1091/mbc.E02-02-0105
Competing Interests
Y.M.E. is the founder and director of Biovalda Health Technologies, Inc. (Ankara, Turkey). The authors declare no competing interests in relation to this article.
Author information
Authors and Affiliations
Corresponding author
Editor information
Editors and Affiliations
Rights and permissions
Copyright information
© 2018 Springer Nature Switzerland AG
About this chapter
Cite this chapter
Ayanoğlu, F.B., Elçin, A.E., Elçin, Y.M. (2018). Selection of Suitable Reference Genes for Quantitative Real-Time PCR Normalization in Human Stem Cell Research. In: Turksen, K. (eds) Cell Biology and Translational Medicine, Volume 4. Advances in Experimental Medicine and Biology(), vol 1119. Springer, Cham. https://doi.org/10.1007/5584_2018_277
Download citation
DOI: https://doi.org/10.1007/5584_2018_277
Published:
Publisher Name: Springer, Cham
Print ISBN: 978-3-030-10485-6
Online ISBN: 978-3-030-10486-3
eBook Packages: Biomedical and Life SciencesBiomedical and Life Sciences (R0)