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Series GSE79559 Query DataSets for GSE79559
Status Public on Mar 24, 2016
Title Differential Expression of Skeletal Muscle Genes Following Admnistration of Clenbuterol to Exercised Horses
Organism Equus caballus
Experiment type Expression profiling by array
Summary Background: Clenbuterol, a beta2-adrenergic receptor agonist, is used therapeutically to treat respiratory conditions in the horse. However, by virtue of its mechanism of action it has been suggested that clenbuterol may also have repartitioning affects in horses and as such the potential to affect performance. Clenbuterol decreases the percent fat and increases fat-free mass following high dose administration in combination with intense exercise in horses. In the current study, microarray analysis and real-time PCR were used to study the temporal effects of low and high dose chronic clenbuterol administration on differential gene expression of several skeletal muscle myosin heavy chains, genes involved in lipid metabolism and the β2-adrenergic receptor. The effect of clenbuterol administration on differential gene expression has not been previously reported in the horse, therefore the primary objective of the current study was to describe clenbuterol-induced temporal changes in gene expression following chronic oral administration of clenbuterol at both high and low doses. Steady state clenbuterol concentrations were achieved at approximately 50 hours post administration of the first dose for the low dose regimen and at approximately 18-19 days (10 days post administration of 3.2 μg/kg) for the escalating dosing regimen. Following chronic administration of the low dose (0.8 µg/kg BID) of clenbuterol, a total of 114 genes were differentially expressed, however, none of these changes were found to be significant following FDR adjustment of the p-values. A total of 7,093 genes were differentially expressed with 3,623 genes up regulated and 3,470 genes down regulated following chronic high dose administration. Of the genes selected for further study by real-time PCR, down-regulation of genes encoding myosin heavy chains 2 and 7, steroyl CoA desaturase and the β2-adrenergic receptor were noted. For most genes, expression levels returned towards baseline levels following cessation of drug administration.
Conclusion: This study showed no evidence of modified gene expression following chronic low dose administration of clenbuterol to horses. However, following chronic administration of high doses of clenbuterol alterations were noted in transcripts encoding various myosin heavy chains, lipid metabolizing enzymes and the β2-adrenergic receptor.
 
Overall design Five healthy horses were studied. Twenty-two of the horses received 0.8 µg/kg clenbuterol PO BID for 30 days and an additional 4 horses received 0.8 µg/kg, BID x 3 days; 1.6 µg/kg, BID x 3 days; 2.4 µg/kg, BID x 3 days; 3.2 µg/kg, BID for 21 days. Muscle biopsy samples were collected one day prior to administration of the first dose of clenbuterol and at a number of times post drug administration. A final sample was collected one-week post administration of the final dose (35 days post administration of the first dose). The tissue was transferred to a cryovial containing RNAlater (Qiagen Inc, Valencia, CA) and stored at -20° C until processed. Total RNA was purified using a miRNeasy Mini kit (RNeasy Mini, Qiagen Inc, Valencia, CA) and following the manufacturer’s instructions. Total RNA integrity was assessed using the Experion Automated Electrophoresis System (Bio-rad, Hercules, CA). Only RNA samples with RIN ≥ 8 and 260/280 ratios between 1.7 and 2.1 were used. Equine specific microarrays (EquGene-1.0-st; Affymetrix, Santa Clara, CA), containing expression profiling of 30,559 well-characterized genes using 504,603 probes were utilized. To reduce biological noise as a result of genetic variability, each horse was analyzed separately and served as their own control for comparison of baseline samples to day 14 (low dose administration) or day 28 (escalating dose regimen). Five biological replicates per time point were tested. Purified total RNA (5 µg) was used for cDNA synthesis in accordance with the Ambion® WT Expression assay kit (Affymetrix, Santa Clara, CA) manufacturer’s protocol. In vitro transcription was used to incorporate biotin labels using the GeneChip® WT Terminal Labeling system (Affymetrix, Santa Clara, CA) and samples hybridized to the Equine microarray. Arrays were washed and stained on a Fluidics Station 450 (Affymetrix, Santa Clara, CA) and scanned on a GeneChip Scanner 3000 (Affymetrix, Santa Clara, CA) in accordance with manufacturer’s protocols. The microarrays were evaluated for differential gene expression using Transcriptome Analysis Console (TAC) and for hybridization quality control using Expression Console Software (Affymetrix, Santa Clara, CA). In brief, a total of five Cell Intensity Files were generated per time point, uploaded and normalized under the following conditions: PM (perfect match)-only as a PM intensity adjustment and the Robust Multichip Analysis (RMA) quantification method. For evaluation of the assays performance the number of differentially expressed genes detected between baseline and day 14 (low dose administration) or day 28 (escalating dose regimen) were assessed. Based on the TAC software user’s manual, genes with mean transformed ratios significantly less than -2 and larger than +2 were considered significantly regulated. A number of the significant genes were selected by filtering the genes using an ANOVA (p value < 0.05). A Pearson's correlation coefficient was used to calculate linear dependence between time point and baseline samples to evaluate the correlation coefficient, where 1 was a positive correlation and 0 was no correlation. For each probeset, expression at day 14 (low dose administration) or day 28 (escalating dose regimen) was compared to expression at baseline in the same horse using a paired t-test. Fold changes and their confidence intervals were calculated by exponentiating (base 2) the mean within-horse difference in expression for each gene and the associated t confidence intervals. P-values were adjusted for multiple testing using the False Discovery Rate (FDR) method. Analyses were conducted using the statistical software environment R, version 3.0.2 (R Core Team, 2013).
 
Contributor(s) Knych HK, Harrison LH, Steinmetz SJ, Chouicha N, Kass PH
Citation missing Has this study been published? Please login to update or notify GEO.
Submission date Mar 23, 2016
Last update date Mar 26, 2016
Contact name Heather Knych
E-mail(s) hkknych@ucdavis.edu
Organization name University of California Davis
Department CAHFS
Lab EACL / Pharma
Street address 620 W. Health Sciencse Drive
City Davis
State/province California
ZIP/Postal code 95616
Country USA
 
Platforms (1)
GPL18123 [EquGene-1_0-st] Equus caballus Gene 1.0 ST Array [transcript (gene) version]
Samples (18)
GSM2098327 Angel_muscle_baseline
GSM2098328 Boy_muscle_baseline
GSM2098329 Roxy_muscle_baseline
Relations
BioProject PRJNA316166

Download family Format
SOFT formatted family file(s) SOFTHelp
MINiML formatted family file(s) MINiMLHelp
Series Matrix File(s) TXTHelp

Supplementary file Size Download File type/resource
GSE79559_RAW.tar 75.0 Mb (http)(custom) TAR (of CEL)
Processed data included within Sample table

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