Structural plasticity of substrate selection by activation‐induced cytidine deaminase as a regulator of its genome‐wide mutagenic activity
Bibliographic record
Abstract
Activation-induced cytidine deaminase (AID) mediates somatic hypermutation and class-switch recombination of antibodies. Computational-biochemical and crystallography analyses of AID have identified three surface grooves for binding single-stranded DNA (ssDNA). Functional studies have also found evidence for RNA-binding motifs on AID. Although AID and the related apolipoprotein B mRNA-editing enzyme catalytic polypeptide-like (APOBEC) enzymes share a conserved core, AID uniquely features multiple substrate-binding motifs on its surface. Here we suggest that combinatorial deployment of AID's multiple ssDNA- or RNA-binding motifs yields many substrate-binding modes that can accommodate ssDNA, RNA, or DNA/RNA substrates of diverse structures. We also suggest that AID oligomerization generates yet additional novel substrate-binding modes. We propose that this plasticity in substrate choice is an evolved aspect of AID's structure that contributes to the regulation of its differential mutagenic activity at various loci.
Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.
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) | 0.000 | 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".