Frequent Frameshift and Point Mutations in the SH Gene of Human Metapneumovirus Passaged In Vitro
Bibliographic record
Abstract
During the preparation of recombinant derivatives of the CAN97-83 clinical isolate of human metapneumovirus (HMPV), consensus nucleotide sequencing of the recovered RNA genomes provided evidence of frequent sequence heterogeneity at a number of genome positions. This heterogeneity was suggestive of sizable subpopulations containing mutations. An analysis of molecularly cloned cDNAs confirmed the presence of mixed populations. The biologically derived virus on which the recombinant system is based also contained sizeable mutant subpopulations, whose presence was confirmed by biological cloning and nucleotide sequencing. Most of the mutations occurred in the SH gene. For example, partial consensus sequencing of 40 independent preparations of recombinant HMPV (wild-type and various derivatives) showed that 31 of these preparations contained a total of 41 instances of small insertions in the SH gene and a total of five small insertions elsewhere. In each of these 31 preparations, there was at least one insert in SH that changed the reading frame and would yield a truncated protein. Nearly all of these insertions involved adding one or more A residues to various tracks of four or more A residues, with the most frequent site being a tract of seven A residues. There were also two instances of nucleotide deletions and numerous instances of nucleotide substitution point mutations, mostly in the SH gene. The occurrence of mutant subpopulations was greatly reduced by the replacement of the SH gene with a synthetic version in which these oligonucleotide tracts were eliminated by silent nucleotide changes. We suggest that we frequently detected subpopulations in which the expression of full-length SH protein was ablated because it provided a modest selective advantage to this clinical isolate in vitro. Adaptation involving the functional loss of a gene is unusual for an RNA virus.
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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 | 0.001 |
| 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 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".