Genotype‐specific <i>IL8RA</i> gene expression in bovine neutrophils in response to <i>Escherichia coli</i> lipopolysaccharide challenge
Bibliographic record
Abstract
Associations between the AC150887.4:c.-1768T>A SNP (rs41255711), which is located in the 5' upstream region of the IL8RA gene (also known as CXCR1), and the estimated breeding values for somatic cell score in the first (P = 0.019) and second (P = 0.035) lactations were previously reported in a population of Canadian Holstein bulls. In the present study, we evaluated the impact of this SNP on the expression of IL8RA by qRT-PCR. Neutrophils were isolated from whole blood samples from a group of cows with genotypes c.-1768AA (n = 4), c.-1768AT (n = 5) and c.-1768TT (n = 5) after the cows had been challenged in vitro with lipopolysaccharide (LPS). This study demonstrated that LPS-induced expression of IL8RA in cows with the c.-1768AA genotype was significantly greater when compared with the c.-1768AT and c.-1768TT genotypes (P < 0.05) before as well as after in vitro LPS challenge.
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How this classification was reachedexpand
Full frame distilled prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.
Codex and Gemma teacher scores by category
| 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 | 0.001 |
| 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 teacher head, 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".