Selection and Validation of Reference Genes for Gene Expression Studies in an Equine Adipose-Derived Mesenchymal Stem Cell Differentiation Model by Proteome Analysis and Reverse-Transcriptase Quantitative Real-Time PCR.
Abstract: Adipose-derived stem cells (ADSCs) are used in tissue regeneration therapies. The objective of this study is to identify stable reference genes (RGs) for use in gene expression studies in a characterized equine adipose-derived mesenchymal stem cell (EADMSC) differentiation model. ADSCs were differentiated into adipocytes (ADs) or osteoblasts (OBs), and the proteomes from these cells were analyzed by liquid chromatography tandem mass spectrometry. Proteins that were stably expressed in all three cells types were identified, and the mRNA expression stabilities for their corresponding genes were validated by RT-qPCR. , , and then either or demonstrated the most stable mRNA levels. Normalizing target gene C data with at least three of these RGs simultaneously, as per MIQE guidelines ( and with either or ), resulted in congruent conclusions. expression was increased in ADs (5.99 and 8.00 fold, = 0.00002 and = 0.0003) and in OBs (5.18 and 5.91 fold, = 0.0011 and = 0.0023) relative to ADSCs. expression was slightly higher in ADs relative to ADSCs (1.97 and 2.65 fold, = 0.04 and = 0.01), but not in OBs (0.9 and 1.03 fold, = 0.58 and = 0.91).
Publication Date: 2023-03-08 PubMed ID: 36980946PubMed Central: PMC10048155DOI: 10.3390/genes14030673Google Scholar: Lookup
The Equine Research Bank provides access to a large database of publicly available scientific literature. Inclusion in the Research Bank does not imply endorsement of study methods or findings by Mad Barn.
- Journal Article
- Research Support
- Non-U.S. Gov't
Summary
This research summary has been generated with artificial intelligence and may contain errors and omissions. Refer to the original study to confirm details provided. Submit correction.
The research is about identifying stable reference genes that can be used within gene expression studies in a specific type of model — an equine adipose-derived mesenchymal stem cell differentiation model. By observing cells that are differentiated into adipocytes or osteoblasts, and then analyzing their proteomes, the study found certain proteins that were stably expressed, and validated the mRNA expression stabilities of their genes.
Objective of the Research
- The main aim of this research was to find stable reference genes for gene expression studies in equine adipose-derived mesenchymal stem cell differentiation models. Reference genes are essential in providing a constant baseline to which gene expression in different samples or under different conditions can be compared.
Methods Used in the Study
- Adipose-derived stem cells were used in the study, differentiated into two different types of cells – adipocytes (fat cells) and osteoblasts (bone cells).
- The proteomes (the entire set of proteins expressed by a genome, cell, tissue, or organism at a certain time) of these cells were studied using liquid chromatography tandem mass spectrometry, a highly sensitive technique used to identify and characterize proteins.
- The researchers identified proteins that were stably expressed in all three cell types and then validated the mRNA expression stabilities of these proteins’ corresponding genes using reverse-transcriptase quantitative real-time PCR (RT-qPCR) – a method commonly used to measure gene expression.
Key Findings of the Study
- The study discovered certain proteins that were consistently and stably expressed across the three types of cells. The mRNA levels for these corresponding genes demonstrated high stability.
- When normalizing target gene data with at least three of these reference genes simultaneously, the study obtained congruent conclusions.
- The research also identified that gene C expression was significantly increased in adipocytes and osteoblasts relative to adipose-derived stem cells. A slightly higher gene C expression was also observed in adipocytes compared to adipose-derived stem cells, but there was no significant difference in osteoblasts.
Implications of the Research
- The findings of this study are significant as they aid in providing better research tools for gene expression studies in equine adipose-derived mesenchymal stem cells. By identifying stable reference genes, researchers can have more accurate comparisons and analysis in future research.
- Furthermore, the particular expression patterns of gene C observed in this study could provide interesting insights into cellular differentiation and might be useful for therapeutic applications in tissue regeneration.
Cite This Article
APA
Riveroll AL, Skyba-Lewin S, Lynn KD, Mubyeyi G, Abd-El-Aziz A, Kibenge FST, Kibenge MJT, Cohen AM, Esparza-Gonsalez B, McD○ L, Montelpare WJ.
(2023).
Selection and Validation of Reference Genes for Gene Expression Studies in an Equine Adipose-Derived Mesenchymal Stem Cell Differentiation Model by Proteome Analysis and Reverse-Transcriptase Quantitative Real-Time PCR.
Genes (Basel), 14(3), 673.
https://doi.org/10.3390/genes14030673 Publication
Researcher Affiliations
- Department of Applied Human Sciences, University of Prince Edward Island, 550 University Avenue, Charlottetown, PE C1A 4P3, Canada.
- Diagnostic Services and Adjunct, Department of Pathology and Microbiology, Atlantic Veterinary College, University of Prince Edward Island, Charlottetown, PE C1A 4P3, Canada.
- Department of Biology, University of Prince Edward Island, Charlottetown, PE C1A 4P3, Canada.
- Department of Biology, University of Prince Edward Island, Charlottetown, PE C1A 4P3, Canada.
- Department of Biology, University of Prince Edward Island, Charlottetown, PE C1A 4P3, Canada.
- Department of Biology, University of Prince Edward Island, Charlottetown, PE C1A 4P3, Canada.
- Department of Pathology and Microbiology, Atlantic Veterinary College, University of Prince Edward Island, Charlottetown, PE C1A 4P3, Canada.
- Department of Pathology and Microbiology, Atlantic Veterinary College, University of Prince Edward Island, Charlottetown, PE C1A 4P3, Canada.
- Biological Mass Spectrometry Core Facility, Dalhousie University, Halifax, NS B3H 4R2, Canada.
- Department of Health Management, Atlantic Veterinary College, University of Prince Edward Island, Charlottetown, PE C1A 4P3, Canada.
- Department of Health Management, Atlantic Veterinary College, University of Prince Edward Island, Charlottetown, PE C1A 4P3, Canada.
- Department of Applied Human Sciences, University of Prince Edward Island, 550 University Avenue, Charlottetown, PE C1A 4P3, Canada.
MeSH Terms
- Animals
- Horses / genetics
- Proteome / genetics
- Proteome / metabolism
- RNA-Directed DNA Polymerase / metabolism
- Real-Time Polymerase Chain Reaction
- Cell Differentiation / genetics
- Mesenchymal Stem Cells / metabolism
- Gene Expression
- RNA, Messenger / metabolism
- DNA-Directed RNA Polymerases / metabolism
Conflict of Interest Statement
The authors declare no conflict of interest.
References
This article includes 24 references
- Bustin SA, Benes V, Garson JA, Hellemans J, Huggett J, Kubista M, Mueller R, Nolan T, Pfaffl MW, Shipley GL, Vandesompele J, Wittwer CT. The MIQE guidelines: minimum information for publication of quantitative real-time PCR experiments.. Clin Chem 2009 Apr;55(4):611-22.
- Radtke CL, Nino-Fong R, Esparza Gonzalez BP, Stryhn H, McD○ LA. Characterization and osteogenic potential of equine muscle tissue- and periosteal tissue-derived mesenchymal stem cells in comparison with bone marrow- and adipose tissue-derived mesenchymal stem cells.. Am J Vet Res 2013 May;74(5):790-800.
- Ranera B, Ordovás L, Lyahyai J, Bernal ML, Fernandes F, Remacha AR, Romero A, Vázquez FJ, Osta R, Cons C, Varona L, Zaragoza P, Martín-Burriel I, Rodellar C. Comparative study of equine bone marrow and adipose tissue-derived mesenchymal stromal cells.. Equine Vet J 2012 Jan;44(1):33-42.
- Zhang YW, Davis EG, Bai J. Determination of internal control for gene expression studies in equine tissues and cell culture using quantitative RT-PCR.. Vet Immunol Immunopathol 2009 Jul 15;130(1-2):114-9.
- Ranera B, Lyahyai J, Romero A, Vázquez FJ, Remacha AR, Bernal ML, Zaragoza P, Rodellar C, Martín-Burriel I. Immunophenotype and gene expression profiles of cell surface markers of mesenchymal stem cells derived from equine bone marrow and adipose tissue.. Vet Immunol Immunopathol 2011 Nov 15;144(1-2):147-54.
- Nazari F, Parham A, Maleki AF. GAPDH, β-actin and β2-microglobulin, as three common reference genes, are not reliable for gene expression studies in equine adipose- and marrow-derived mesenchymal stem cells.. J Anim Sci Technol 2015;57:18.
- Busato S, Mezzetti M, Logan P, Aguilera N, Bionaz M. What's the norm in normalization? A frightening note on the use of RT-qPCR in the livestock science.. Gene 2019;721S:100003.
- Taylor SC, Nadeau K, Abbasi M, Lachance C, Nguyen M, Fenrich J. The Ultimate qPCR Experiment: Producing Publication Quality, Reproducible Data the First Time.. Trends Biotechnol 2019 Jul;37(7):761-774.
- Pfaffl MW, Tichopad A, Prgomet C, Neuvians TP. Determination of stable housekeeping genes, differentially regulated target genes and sample integrity: BestKeeper--Excel-based tool using pair-wise correlations.. Biotechnol Lett 2004 Mar;26(6):509-15.
- Vandesompele J, De Preter K, Pattyn F, Poppe B, Van Roy N, De Paepe A, Speleman F. Accurate normalization of real-time quantitative RT-PCR data by geometric averaging of multiple internal control genes.. Genome Biol 2002 Jun 18;3(7):RESEARCH0034.
- Andersen CL, Jensen JL, 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 2004 Aug 1;64(15):5245-50.
- Silver N, Best S, Jiang J, Thein SL. Selection of housekeeping genes for gene expression studies in human reticulocytes using real-time PCR.. BMC Mol Biol 2006 Oct 6;7:33.
- Xie F, Xiao P, Chen D, Xu L, Zhang B. miRDeepFinder: a miRNA analysis tool for deep sequencing of plant small RNAs.. Plant Mol Biol 2012 Jan 31;.
- Bunnell BA, Estes BT, Guilak F, Gimble JM. Differentiation of adipose stem cells.. Methods Mol Biol 2008;456:155-71.
- Pfaffl MW. A new mathematical model for relative quantification in real-time RT-PCR.. Nucleic Acids Res 2001 May 1;29(9):e45.
- Hellemans J, Mortier G, De Paepe A, Speleman F, Vandesompele J. qBase relative quantification framework and software for management and automated analysis of real-time quantitative PCR data.. Genome Biol 2007;8(2):R19.
- Bradburn S. How to Analyse qPCR Results with Multiple Reference Genes. Top Tip Bio 2018.
- Bradburn S. How to Perform the Pfaffl Method for qPCR. Top Tip Bio 2018.
- Yamamoto T, Furuhashi M, Sugaya T, Oikawa T, Matsumoto M, Funahashi Y, Matsukawa Y, Gotoh M, Miura T. Transcriptome and Metabolome Analyses in Exogenous FABP4- and FABP5-Treated Adipose-Derived Stem Cells.. PLoS One 2016;11(12):e0167825.
- Furuhashi M, Hotamisligil GS. Fatty acid-binding proteins: role in metabolic diseases and potential as drug targets.. Nat Rev Drug Discov 2008 Jun;7(6):489-503.
- Komori T. Regulation of Proliferation, Differentiation and Functions of Osteoblasts by Runx2.. Int J Mol Sci 2019 Apr 4;20(7).
- Zhang YY, Li X, Qian SW, Guo L, Huang HY, He Q, Liu Y, Ma CG, Tang QQ. Down-regulation of type I Runx2 mediated by dexamethasone is required for 3T3-L1 adipogenesis.. Mol Endocrinol 2012 May;26(5):798-808.
- Vedula P, Kurosaka S, MacTaggart B, Ni Q, Papoian G, Jiang Y, Dong DW, Kashina A. Different translation dynamics of β- and γ-actin regulates cell migration.. Elife 2021 Jun 24;10.
- Abd-El-Aziz A, Riveroll A, Esparza-Gonsalez B, McD○ L, Cohen AM, Fenech AL, Montelpare WJ. Heat Shock Alters the Proteomic Profile of Equine Mesenchymal Stem Cells.. Int J Mol Sci 2022 Jun 29;23(13).
Citations
This article has been cited 0 times.Use Nutrition Calculator
Check if your horse's diet meets their nutrition requirements with our easy-to-use tool Check your horse's diet with our easy-to-use tool
Talk to a Nutritionist
Discuss your horse's feeding plan with our experts over a free phone consultation Discuss your horse's diet over a phone consultation
Submit Diet Evaluation
Get a customized feeding plan for your horse formulated by our equine nutritionists Get a custom feeding plan formulated by our nutritionists