Extensive CDR3H Length Heterogeneity Exists in Bovine Foetal VDJ Rearrangements
Bibliographic record
Abstract
Analysis of seven variable-diversity-joining (VDJ) gene rearrangements in B splenocytes from a 125-day-old bovine foetus revealed an extensive heavy-chain complementarity-determining region 3 (CDR3H) length variation (9-56 codons). Indeed, the global CDR3H size spectratyping of foetal VDJ rearrangements substantiated such an extensive heterogeneity and was comparable with that noted in peripheral B lymphocytes of adult cattle. These observations are in contrast to species such as humans with extensive germline combinatorial capability where shorter CDR3H length is noted early during B-cell development. Exceptionally long CDR3H (as in adult cattle) was noted in two foetal VDJ rearrangements encoded by a single germline VH gene. Further, two VH genes (gl.110.20 and BF2B5) were preferentially expressed in the foetal VDJ rearrangements. The DH gene-encoded CDR3H region of foetal VDJ rearrangements is remarkable for repetitive GGT (glycine) and TAT (tyrosine) codons that favour the recruitment of somatic hypermutations. It appears that closely related germline DH genes, preferentially used in the hydrophilic reading frame, encode varying CDR3H lengths early during B-cell ontogeny in cattle. A comparison of germline and expressed VH genes, especially in the CDR1 and CDR2, confirms that somatic hypermutations contribute to immunoglobulin (Ig)M antibody diversification in cattle. The biased nucleotide base use and high occurrence of 'hot-spot' triplet (AGPy; AG pyrimidine base) in the CDRs predisposes to somatic hypermutations. Overall, these observations suggest that extensive CDR3H length heterogeneity, including the generation of exceptionally long CDR3H (up to 56 amino acids), and somatic hypermutations contribute to IgM antibody diversification in cattle. The extensive CDR3H length heterogeneity early during the B-cell development may compensate for constraints imposed on antibody diversification owing to the limited germline sequence diversity of genetic elements in cattle.
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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) | 0.001 | 0.000 |
| Bibliometrics | 0.001 | 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 | 0.001 |
| Insufficient payload (model declined to judge) | 0.003 | 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 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".