Intermittent parenteral administration of endotoxin triggers metabolic and immunological alterations typically associated with displaced abomasum and retained placenta in periparturient dairy cows
Bibliographic record
Abstract
This study sought to investigate the effects of induced intermittent endotoxemia on plasma mediators of carbohydrate and lipid metabolism, humoral immunity, and clinical health status in periparturient dairy cows. Sixteen pregnant Holstein cows were blocked by parity and day of calving, and were randomly allocated to 1 of 2 different treatment groups. Eight cows were infused intravenously (i.v.) with 100mL of sterile saline and served as the control group (CON). The other 8 cows were infused i.v. with 100mL of sterile saline containing 3 increasing doses of lipopolysaccharide (LPS), from Escherichia coli O111:B4, for 3 consecutive weeks during the 2 wk before and 1 wk after parturition as follows: (1) 0.01 μg of LPS/kg of body weight (BW) on d -14 and -10; (2) 0.05 μg of LPS/kg of BW on d -7 and -3; and (3) 0.1 μg of LPS/kg of BW on d 3 and 7 postpartum. Nine blood samples were collected during the experimental period (i.e., from -14 to 28 d postpartum) and analyzed for calcium, zinc, iron, copper, glucose, lactate, β-hydroxybutyrate (BHBA), nonesterified fatty acids (NEFA), cholesterol, insulin, cortisol, serum amyloid A (SAA), lipopolysaccharide-binding protein (LBP), haptoglobin (Hp), and anti-LPS IgA, IgG, and IgM. Results showed that intermittently induced endotoxemia decreased feed intake and milk production and triggered alterations in plasma cholesterol, BHBA, Hp, Ca, Cu, and anti-LPS IgG and IgM. All of these changes were associated with a greater number of cows affected by metabolic disorders such as left displaced abomasum (LDA, 2 from 8 LPS cows vs. 0 from 8 CON cows) and retained placenta (RP; 4 from 8 LPS cows vs. 0 from 8 CON cows). In addition, the discriminant analysis differently clustered the cow responses within LPS group, each corresponding to LDA, RP, and the cows displaying no clinical health problems (LPS-NO). The stepwise selection procedure of the best discriminant variables revealed that plasma Ca and anti-LPS IgG, as well as glucose and cortisol, were the best discriminating variables for cows affected by LDA, whereas NEFA and cholesterol better discriminated for cows affected by RP. This analysis also revealed that the cluster of plasma variables including plasma Cu, SAA, BHBA, and anti-LPS IgA were the best discrimination for the LPS-NO group. In conclusion, our results indicate a role of endotoxemia, during the periparturient period, in development of metabolic and immune disturbances, as well as in the etiopathology of displaced abomasum and retained placenta in dairy cows.
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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) | 0.000 | 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".