PSVII-18 Applying the Marbling Window Concept to Enhance Intramuscular Fat Development in Beef Cattle
Bibliographic record
Abstract
Abstract The increase in marbling deposition without increasing the overall fatness of the carcass is one of the most challenge goals in meat industry. Previous studies have suggested the nutritional interventions at the neonatal stages as a strategy to enhance the commitment of muscular mesenchymal stem cells to adipogenesis, which may contribute to enhance marbling deposition at the finishing phase. As such the objective of this study was designed the evaluate the impact nutrient supplementation during the pre-weaning stage of beef calves has on intramuscular adipogenic determination. Thirty-four female calves were assigned to two experimental treatments: Control (CON, n = 17), where calves received only a mineral mixture as a supplement; Supplemented (SUP, n = 17), where calves received an energy-protein supplement (0.5 kg·100 kg of BW-1·day-1; the same mineral mixture was used in the CON supplement). Calves were supplemented from 100 to 250 days of age. Once animals reached 250 days of age, skeletal muscle tissue samples were biopsied from the 10th and 11th rib and used for identification of mesenchymal stem cells and preadipocytes through immunofluorescence, mRNA and protein abundance of adipo-fibrogenic markers, and abundance of candidate miRNA controlling expression of adipogenic commitment. Data were analyzed considering the completely randomized design of the experiment. Heifers were randomized across paddocks, and paddocks were randomized across treatments. The PROC MIXED of SAS 9.2 was used for all analyses. The average daily gain (P = 0.08) and final body weight (P = 0.07) tended to be greater in SUP than CON calves. The number of fibro-adipogenic progenitor cells (P = 0.69) did not differ between treatments, while a greater number of intramuscular pre-adipocytes were observed in SUP than CON calves (P = 0.01). The expression of miRNA-4429 (P = 0.20) did not differ between treatments, while the expression of miRNA-129-5p (P = 0.09) and miRNA-129-2-3p (P = 0.05) tended to be greater in CON than SUP calves. Our findings demonstrate that energy-protein supplementation from 100 to 250 days of age is capable to enhance intramuscular adipogenesis in beef cattle. Moreover, our results suggest that regulation of adipogenic commitment occurs by post-transcriptional regulation through miR-129 family.
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.001 | 0.000 |
Machine scores (provisional)
The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.
Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from itClassification
machine, unvalidatedMachine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.
How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".