| Literature DB >> 29614102 |
Ana S H Costa1, Paulo Costa1, Susana P Alves1, Cristina M Alfaia1, José A M Prates1, Veronica Vleck2, Isabelle Cassar-Malek3,4, Jean-François Hocquette3,4, Rui J B Bessa1.
Abstract
Despite the recent advances in transcriptomics, gene expression studies addressing cattle´s skeletal muscle adaptations in response to compensatory growth are warranted, particularly regarding lipid metabolism due to its impact in meat sensory and nutritional traits. In the present study, in comparison to ad libitum feeding, a period of feed restriction was used in order to understand the changes in bull´s lipid metabolism and gene expression of the adipogenic and lipogenic pathways after re-alimentation. Thus, 40 young Alentejana bulls were either fed ad libitum (CG group) from 9 to 18 months of age or subjected to food restriction from 9 to 15 months of age, and fed ad libitum until 24 months of age (DG group). The intramuscular fat (IMF) and total fatty acids (FA) contents were similar between groups. The major FA (>2%) contents were similar (16:0, 16:1c9, 18:1c9 and 18:2n-6) between treatments with the exception of 18:0 content that was 15% lower in DG than in CG and 20:4n-6 that tended to be greater on DG bulls. Regarding minor FA (<2%), the DG group presented greater proportions (P<0.01) of 17:1c9, 18:1t9, 18:1t10 (, 18:1c11), 18:1c13, 18:3n-6, 22:0, 22:4n-6 and 22:6n-3 and lower (P<0.05) proportions of 20:0, 18:1t16+c14, and branched chain FA (iso-15:0, anteiso-15:0, iso-16:0 and anteiso-17:0) than the CG group. Delta-9 desaturase activity indices were consistently greater (P<0.05) in DG, when compared to the CG group. Regarding microarray analysis, differentially expressed genes between CG and DG bulls were grouped in 5 main biological functions: lipid and nucleic acid metabolisms, small molecule biochemistry, molecular transport and translational modification. Discontinuous growth down-regulated the expression of ACACB (FC (fold-change) = 1.32), FABP3 (FC = 1.45), HADHA (FC = 1.41) and SLC37A4 (FC = 1.40) genes, when compared to the CG system (FDR<0.05). In contrast, in the CG bulls, the expression of ELOVL5 (FC = 1.58) and FASN (FC = 1.71) was down-regulated when compared to DG bulls. These results were confirmed to be significant (P<0.05) in the case of ELOVL5, FASN and SLC37A4, and almost significant for FABP3 by qRT-PCR analysis. The SCD1 and SCD5 gene expressions were not found to be affected by growth path. These results contribute to the still scarce knowledge about the mechanisms involved in fatty acid metabolism during compensatory growth which have decisive role on meat quality produced in Mediterranean areas.Entities:
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Year: 2018 PMID: 29614102 PMCID: PMC5882120 DOI: 10.1371/journal.pone.0193875
Source DB: PubMed Journal: PLoS One ISSN: 1932-6203 Impact factor: 3.240
Specifications of oligonucleotides used for RT-qPCR analysis.
| Gene symbol | Acc. Number | Primer Forward | Primer Reverse | Amplicon length (bp) | Tm (Fw/Rv) |
|---|---|---|---|---|---|
| ACACB | NM_001205333.1 | 90 | 60.0/58.9 | ||
| ELOVL5 | NM_001046597.1 | 127 | 58.5/58.8 | ||
| HADHA | NM_174335.2 | 150 | 58.5/58.9 | ||
| FABP3 | NM_174313.2 | 112 | 58.9/59.4 | ||
| FASN | NM_001012669.1 | 137 | 59.6/58.4 | ||
| SCD1 | NM_173959.4 | 143 | 59.7/59.3 | ||
| SCD5 | NM_001076945.1 | 83 | 59.8/58.1 | ||
| SLC37A4 | XM_001253040.4 | 120 | 58.7/59.7 | ||
| TBP | NM_001075742.1 | 73 | 59.5/58.3 |
ACACB: acetyl-CoA carboxylase beta; ELOVL5: fatty acid elongase 5; HADHA: hydroxyacyl-CoA dehydrogenase/3-ketoacyl-CoA thiolase/enoyl-CoA hydratase, alpha subunit; FABP3: fatty acid binding protein 3; FASN: fatty acid synthase; SCD1: stearoyl-CoA desaturase 9; SCD5: stearoyl-CoA desaturase 5; SLC37A4: solute carrier family 37, member 4; TBP: TATA box binding protein
Intramuscular fat (IMF, g/100g meat), total fatty acids (total FA, g/100g muscle) and fatty acid composition (% of total FA) of muscle in continuous growth (CG) and discontinuous growth (DG).
| Group | ||||
|---|---|---|---|---|
| CG (n = 20) | DG (n = 16) | |||
| IMF | 1.87±0.15 | 1.93±0.17 | 0.807 | |
| Total FA | 1.46±0.12 | 1.60±0.13 | 0.437 | |
| 14:0 | 2.15±0.11 | 2.06±0.10 | 0.608 | |
| 14:1c9 | 0.32±0.03 | 0.36±0.03 | 0.404 | |
| 0.09±0.005 | 0.06±0.004 | <0.001 | ||
| 0.15±0.006 | 0.12±0.005 | 0.009 | ||
| 15:0 | 0.29±0.01 | 0.32±0.01 | 0.183 | |
| 0.13±0.007 | 0.11±0.007 | 0.017 | ||
| 16:0 | 24.1±0.4 | 23.6±0.3 | 0.362 | |
| 16:1c7 | 0.17±0.003 | 0.18±0.006 | 0.237 | |
| 16:1c9 | 2.57±0.13 | 2.76±0.15 | 0.376 | |
| 0.35±0.03 | 0.31±0.02 | 0.200 | ||
| 0.51±0.03 | 0.43±0.02 | 0.033 | ||
| 17:0 | 0.96±0.03 | 1.01±0.03 | 0.266 | |
| 17:1c9 | 0.60±0.02 | 0.79±0.03 | <0.001 | |
| 0.10±0.004 | 0.09±0.003 | 0.187 | ||
| 18:0 | 17.9±0.4 | 15.3±0.4 | <0.001 | |
| 18:1t6+t8 | 0.16±0.01 | 0.19±0.01 | 0.052 | |
| 18:1t9 | 0.20±0.01 | 0.26±0.02 | 0.010 | |
| 18:1t10 | 0.52±0.07 | 1.91±0.34 | <0.001 | |
| 18:1t11 | 0.53±0.03 | 0.40±0.02 | 0.003 | |
| 18:1c9 | 29.6±0.8 | 29.3±0.8 | 0.731 | |
| 18:1c11 | 1.68±0.06 | 1.93±0.07 | 0.003 | |
| 18:1c12 | 0.33±0.04 | 0.30±0.04 | 0.658 | |
| 18:1c13 | 0.14±0.009 | 0.19±0.01 | 0.004 | |
| 18:1t16+c14 | 0.13±0.004 | 0.09±0.006 | <0.001 | |
| 18:1c15 | 0.04±0.04 | 0.05±0.04 | 0.087 | |
| 18:2n-6 | 9.99±0.59 | 9.95±0.55 | 0.967 | |
| 18:3n-3 | 0.43±0.02 | 0.41±0.02 | 0.471 | |
| 18:3n-6 | 0.05±0.005 | 0.08±0.006 | <0.001 | |
| 20:0 | 0.11±0.003 | 0.09±0.002 | 0.005 | |
| 20:1c11 | 0.04±0.002 | 0.04±0.002 | 0.984 | |
| CLA(c9t11) | 0.09±0.008 | 0.10±0.009 | 0.722 | |
| 20:2n-6 | 0.08±0.004 | 0.08±0.004 | 0.169 | |
| 20:3n-9 | 0.11±0.01 | 0.11±0.009 | 0.01 | 0.566 |
| 20:3n-3 | 0.02±0.001 | 0.03±0.002 | 0.002 | 0.157 |
| 20:4n-6 | 2.75±0.19 | 3.35±0.25 | 0.22 | 0.057 |
| 20:5n-3 | 0.13±0.02 | 0.14±0.02 | 0.02 | 0.491 |
| 22:0 | 0.48±0.03 | 0.66±0.05 | 0.003 | |
| 22:4n-6 | 0.31±0.02 | 0.38±0.03 | 0.02 | 0.029 |
| 22:5n-3 | 0.35±0.03 | 0.41±0.03 | 0.03 | 0.198 |
| 22:6n-3 | 0.03±0.004 | 0.05±0.004 | 0.004 | 0.026 |
| SFA | 46.0±0.7 | 43.1±0.6 | 0.6 | 0.002 |
| 35.5±0.8 | 35.9±0.8 | 0.8 | 0.765 | |
| TFA | 1.64±0.10 | 2.95±0.33 | 0.001 | |
| BCFA | 1.34±0.07 | 1.13±0.05 | 0.06 | 0.013 |
| PUFA | 14.2±0.8 | 15.0±0.8 | 0.8 | 0.529 |
| n-3 | 0.53±0.05 | 0.62±0.05 | 0.05 | 0.199 |
| n-6 | 13.2±0.8 | 13.9±0.8 | 0.8 | 0.550 |
| ID14 | 12.7±0.7 | 14.6±0.8 | 0.8 | 0.086 |
| ID16 | 9.39±0.30 | 10.7±0.38 | 0.36 | 0.016 |
| ID17 | 38.1±0.1 | 44.3±0.2 | 0.1 | <0.001 |
| ID18 | 61.6±0.7 | 66.0±0.9 | 0.8 | <0.001 |
| IDCLA | 15.1±1.1 | 20.1±1.6 | 1.4 | 0.017 |
IMF = intramuscular fat; FA = fatty acids; SFA = saturated fatty acids (sum of 14:0, 15:0, 16:0, 17:0, 18:0 and 20:0); cisMUFA = monounsaturated fatty acids (sum of 14:1c9, 16:1c7, 16:1c9, 17:1c9, 18:1c9, 18:1c11, 18:1c12, 18:1c13, 18:1c15, 19:1 and 20:1c11); TFA = trans fatty acids (sum of 18:1t6-t8, 18:1t9, 18:1t10, 18:1t11, 18:1t12, 18:1t16, c14 and 18:2t11c15); BCFA = branched chain fatty acids (sum of i-14:0, i-15:0, a-15:0, i-16:0, i-17:0, a-17:0 and i-18:0 (a- = anteiso i- = iso)); PUFA = polyunsaturated fatty acids (sum of 18:2n-6, 18:3n-6, 18:3n-3, CLA, 20:3n-3, 20:5n-3, 22:5n-3, 22:6n-3; 20:2n-6, 20:4n-6 and 22:4n-6); n-3 = sum of 18:3n-3, 20:3n-3, 20:5n-3, 22:5n-3 and 22:6n-3; n-6 = sum of 18:2n-6, 18:3n-6, 20:2n-6, 20:4n-6 and 22:4n-6; ID14:0 = (14:1c9×100)/(14:0+14:1c9); ID16:0 = (16:1c9×100)/(16:0+16:1c9); ID18:0 = (18:1c9×100)/(18:0+18:1c9); IDCLA = (18:2c9,t11×100)/(18:1t11+18:2c9,t11). Means in the same row with different superscripts are statistically different (P<0.05);
Relevant biological functions identified from the annotation analysis.
| Category | P-value | Molecules |
|---|---|---|
| Lipid Metabolism | 1,52E-05-1,31E-02 | |
| Nucleic Acid Metabolism | 1,52E-05-6,63E-03 | |
| Small Molecule Biochemistry | 1,52E-05-1,31E-02 | |
| Molecular Transport | 1,92E-05-9,17E-03 | |
| Post-Translational Modification | 3,52E-05-6,63E-03 |
The biological interpretation of expression data was performed using Ingenuity Pathway Analysis 7.0 (IPA, Ingenuity Systems Inc., Redwood City, CA). The genes included in the analysis were shown to be differential between continuous growth (CG) and discontinuous growth (DG) by microarray. Genes are presented in alphabetical order for each category. The genes over expressed in Longissimus thoracis muscle from DG animals are in bold. Genes marked with asterisk (*) are among the top 10 with higher fold-change.
Relevant biological functions associated with lipid metabolism identified from the annotation analysis using microarrays results.
| Functions Annotation | Molecules | |
|---|---|---|
| Accumulation of C18:2 fatty acid | 2,51E-06 | |
| Concentration of lipid | 3,64E-06 | |
| Modification of palmitic acid | 6,73E-06 | |
| Conversion of acyl-coenzyme A | 2,94E-05 | |
| Uptake of 15-(4-iodophenyl)-3-methylpentadecanoic acid | 4,05E-05 | |
| Concentration of acylglycerol | 5,89E-05 | |
| Accumulation of fatty acid | 6,26E-05 | |
| Homeostasis of lipid | 1,06E-04 | |
| Accumulation of lipid | 1,15E-04 | |
| Oxidation of palmitic acid | 1,20E-04 | |
| Accumulation of linoleic acid | 1,21E-04 | |
| Accumulation of medium chain dicarboxylic acid | 1,21E-04 | |
| Synthesis of malonyl-coenzyme A | 1,21E-04 | |
| Synthesis of fatty acid | 1,37E-04 | |
| Metabolism of acylglycerol | 1,40E-04 | |
| Concentration of triacylglycerol | 1,41E-04 | |
| Synthesis of acyl-coenzyme A | 2,28E-04 | |
| Metabolism of triacylglycerol | 2,33E-04 | |
| Fatty acid metabolism | 2,97E-04 | |
| Accumulation of palmitic acid | 4,00E-04 | |
| Concentration of fatty acid | 5,51E-04 | |
| Steroid metabolism | 7,79E-04 | |
| Accumulation of monounsaturated fatty acids | 8,32E-04 | |
| Metabolism of acetyl-coenzyme A | 8,32E-04 | |
| Homeostasis of cholesterol | 9,84E-04 | |
| Synthesis of lipid | 1,29E-03 | |
| Concentration of phosphatidic acid | 1,41E-03 | |
| Deposition of lipid | 1,43E-03 | |
| Oxidation of lipid | 1,43E-03 | |
| Lipolysis | 1,63E-03 | |
| Concentration of choline-phospholipid | 1,81E-03 | |
| Conversion of lipid | 1,96E-03 | |
| Quantity of monounsaturated fatty acids | 2,14E-03 | |
| Esterification of lipid | 2,42E-03 | |
| Abnormal quantity of triacylglycerol | 2,56E-03 | |
| Concentration of malonyl-coenzyme A | 2,56E-03 | |
| Synthesis of acetyl-coenzyme A | 2,56E-03 | |
| Transport of palmitic acid | 2,56E-03 | |
| Oxidation of fatty acid | 2,81E-03 | |
| Regulation of steroid | 4,02E-03 | |
| Metabolism of membrane lipid derivative | 4,27E-03 | |
| Concentration of corticosterone | 4,73E-03 | |
| Uptake of palmitic acid | 5,17E-03 | |
| synthesis of long chain fatty acid | 5,79E-03 | |
| Synthesis of phospholipid | 6,34E-03 | |
| Accumulation of C10:1 dicarboxylic acid | 6,40E-03 | |
| Accumulation of myristic acid | 6,40E-03 | |
| Accumulation of C14:1 fatty acid | 6,40E-03 | |
| Accumulation of sebacic acid | 6,40E-03 | |
| Accumulation of suberic acid | 6,40E-03 | |
| Activation of 5, 6-dichloro-7,7,7-trifluoro-4-thia-5-heptenoyl-coenzyme A | 6,40E-03 | |
| Conversion of 3-hydroxy-3-methylglutaryl-coenzyme A | 6,40E-03 | |
| Conversion of palmitic acid | 6,40E-03 | |
| Cross-linkage of phosphatidylserine | 6,40E-03 |
Biological functions were determined using Gene Ontology
Up and downregulated genes: Fold change for longissimus thoracis muscle mRNA detected in response to continuous (CG, n = 16) or discontinuous (DG, n = 16) growth production system.
| Symbol | Microarray Fold Change (DG/CG) | FDR | RT-qPCR Fold Change (DG/CG) | ||
|---|---|---|---|---|---|
| ↓1.32 | 0.010 | 0.047 | ↓1.52 | 0.275 | |
| ↑1.58 | 0.002 | 0.034 | ↑1.61 | 0.024 | |
| ↓1.45 | 0.002 | 0.041 | ↓1.33 | 0.067 | |
| ↑1.71 | 0.001 | 0.039 | ↑1.48 | 0.030 | |
| ↓1.41 | 0.002 | 0.038 | ↓1.11 | 0.681 | |
| ↓1.26 | 0.158 | 0.341 | ↓1.05 | 0.813 | |
| ↓1.14 | 0.391 | 0.570 | ↓1.23 | 0.834 |