Milk IgA promotes symbionts and limits pathobionts in the early life gut
Bibliographic record
Abstract
Secretory Immunoglobulin A (SIgA) is the dominant mucosal antibody and a key regulator of the gut microbiota. In early life, infants rely on breastmilk as their primary source of SIgA, but the role of milk-derived SIgA in early life microbiota colonization dynamics remains incompletely understood. Here, we show that species-specific SIgA in milk is antigen-inducible and discriminates between closely related but immunologically diverging microbes in the neonatal gut. More specifically, milk species-specific SIgA promotes colonization by an anti-inflammatory Escherichia coli strain while restricting the expansion of pro-inflammatory Proteus mirabilis. These findings uncover a dual role of maternal milk SIgA in actively sculpting the early life gut microbiota with species-level precision.
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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 | 0.001 | 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 | 0.001 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| 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".