Metabolomic analysis of the endometrium of Large White and Meishan pigs reveals differences in biological processes during late gestation
Bibliographic record
Abstract
BACKGROUND: In pigs, genetic progress has led to an increase in perinatal mortality, mainly due to reduced piglet maturity. The end of gestation (90-110 days of gestation) plays a decisive role in the acquisition of fetal maturity. The endometrium is crucial for its acquisition as it provides nutrients to the fetus through the placenta. The aim of this study is to describe part of the metabolism of the endometrium in late pregnancy and in relation with neonatal survival. For this purpose, we performed untargeted metabolomic measurements by 1H nuclear magnetic resonance and gas chromatography coupled to a flame-ionization detector on 224 endometrial samples and compared the two days of the end of gestation (D90-D110, term at 114 days) and two maternal breeds with contrasted birth survival: Large White (LW, higher birth mortality) and Meishan (MS, lower birth mortality). RESULTS: Out of the 191 metabolites available in the ASICS package reference library, 46 metabolites and nine neutral lipids were quantified in the endometrial samples. Twenty-two metabolites showed a significant differential abundance in the endometrium between 90 and 110 days of gestation. These differences highlighted a decrease in the amount of glucogenic amino acids such as aspartate, glutamate, and glutamine at D110, indicating a depletion of energy resources in the endometrium. As a result of hypoxic catabolism to maintain energy levels, hypoxanthine and succinate accumulated, possibly contributing to the regulation of hypoxia, ROS and modulation of inflammation of the endometrium during late pregnancy. The study also documented ten endometrial metabolites with a significant differential abundance between LW and MS sows. Glutathione metabolism metabolites showed a decreased abundance in LW, which may contribute to increased oxidative stress. Furthermore, the accumulation of glutamine and phenylalanine may be a possible response to lower amino acid availability in LW, inducing more cellular autophagy and lower maternal immune tolerance in LW endometrium compared to MS. CONCLUSIONS: For the first time, these data provide a metabolic status of the endometrium during late gestation and between two extreme breeds for piglet survival. They reinforce the role of succinate, glutamine, and phenylalanine in influencing piglet survival birth.
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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".