A family of expressed antifreeze protein genes from the moth, <i>Choristoneura fumiferana</i>
Bibliographic record
Abstract
The freeze-intolerant insect, Choristoneura fumiferana (spruce budworm), produces multiple antifreeze protein (AFP) isoforms for protection during the overwintering stage. We now report the cloning of AFP genes from insects; Afp-Lu1 encodes a approximately 9-kDa AFP isoform, and Afp-Iu1 encodes a approximately 12-kDa AFP isoform. Both CfAFP genes have similar structures with a single 3- to 3.6-kb intron interrupting the coding region. The second exon of an additional CfAFP gene, 2.7a, encoding a new approximately 9-kDa isoform, was found 3.7 kb upstream of Afp-Lu1 and demonstrates that some AFP family members are linked in tandem. This gene appears to encode an AFP with 68-76% identity to previously isolated CfAFPs. With its eight Cys residues necessary for disulfide bonding and five perfectly conserved 'Thr button' (Thr-Xaa-Thr) ice-binding motifs, it can be modeled as a functional AFP. Southern blot analysis shows that there are approximately 17 genes in this AFP family, with each of the isoforms represented by two to five gene copies. Transcript accumulation from Afp-Lu1 and Afp-Iu1 (or closely related genes) was maximal during the overwintering stage, while 2.7a transcripts were only detected in first instars, larvae that are normally found only in the summer. Contrary to expectations, this differential expression demonstrates that CfAFP gene family transcripts are primarily regulated during development, rather than by seasonally low temperatures.
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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 | 0.001 | 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".