FEMALE COMPLEXITY: HIGH ‘NATURAL’ ABO ANTI-A ANTIBODIES AND IGG CLASS SWITCH IN FEMALE VS MALE MICE
Bibliographic record
Abstract
Introduction: ABO histo-blood group incompatibility is a barrier in solid organ transplant due to the presence of ‘natural’ preformed ABO antibodies (Abs). However, ABO-incompatible (ABOi) heart transplantation is successful in infants as ABO Abs are low/absent. A better understanding of the specificity and the production of ABO Abs may allow for successful ABOi transplantation at older ages. Here, we sought to determine the isotype (IgM/IgG) and subtype (I-VI) specificity of ABO Abs produced naturally or induced by sensitization in mice as a function of age and sex. Methods: BALB/c mice were assessed for natural anti-A and anti-B Ab production over time (n=45/47, female/male; age 1-18 months), or challenged with human A erythrocytes (5 weekly ip injection) beginning at age 5 weeks to measure induced anti-A Abs (n=13/8, female/male; age 1-3 months). Plasma A/B Ab titre was determined by hemagglutination assay using human reagent erythrocytes; ABO Ab isotype and subtype-specificity were assessed by a novel ABH glycan microarray created in our lab. Results: Female mice produced markedly higher natural anti-A Abs compared to male mice. With age, natural anti-A shifted from IgM to IgG isotype in females but remained predominantly IgM in males (Fig. 1A). In contrast to anti-A, anti-B Ab levels were much lower and remained mostly IgM in both sexes (Fig. 1B). Most natural anti-A Abs were specific to antigen subtypes III/IV; specificity to subtypes I and II was absent or very low. In contrast, following A-antigen sensitization, female and male mice produced comparable quantities of IgM and IgG anti-A Abs (data not shown), with specificities for all subtypes (I-VI).Conclusions: We found a dramatic and previously undescribed sex difference in natural ABO anti-A Ab production in mice. Markedly higher anti-A Ab production together with a distinct propensity for class switching suggest a more complex immune pathway in females than traditionally described for natural Abs to ‘T-independent’ carbohydrate antigens. Future studies will explore mechanisms for these sex differences and relevance to humans. Supported by the Heart and Stroke Foundation of Canada and the Women and Children’s Health Research Institute, University of Alberta.
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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) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.002 | 0.000 |
| Science and technology studies | 0.000 | 0.001 |
| Scholarly communication | 0.001 | 0.001 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.001 | 0.002 |
| Insufficient payload (model declined to judge) | 0.007 | 0.001 |
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".