Oral colonization and immune responses to<i>Streptococcus gordonii</i>expressing a pertussis toxin S1 fragment in mice
Bibliographic record
Abstract
The ability of a recombinant Streptococcus gordonii RJM4 expressing the N-terminal 179-amino acid fragment of S1 subunit of pertussis toxin (PT) as a SpaP/S1 fusion protein was tested for oral colonization and immunogenicity in BALB/c mice. Following two consecutive oral inoculations, 100% of the mice were colonized by the recombinant strains for up to 9 weeks and >60% of the animals still retained the strains after 19 weeks. RJM4 recovered from the animals continued to express the SpaP/S1 fusion protein indicating the stability of the fusion gene in vivo. Secretory (S) IgA antibody against PT could be detected in saliva from RJM4-colonized mice but not from the control groups of mice. SIgA against SpaP was also detected in saliva from the RJM4-inoculated and the S. gordonii SL3 (control)-inoculated mice. Serum antibodies against PT and SpaP were not detected in these animals. In conclusion, long-term oral colonization of BALB/c mice with our recombinant S. gordonii was established and the colonization elicited mucosal antibodies against PT and SpaP.
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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 | 0.000 |
| 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 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".