High Spontaneous Mutation Rate in the Hyperthermophilic Archaeon <i>Sulfolobus solfataricus</i> Is Mediated by Transposable Elements
Bibliographic record
Abstract
We have isolated uracil-auxotrophic mutants of the hyperthermophilic archaeon Sulfolobus solfataricus in order to explore the genomic stability and mutational frequencies of this organism and to identify complementable recipients for a selectable genetic transformation system. Positive selection of spontaneous mutants resistant to 5-fluoroorotate yielded uracil auxotrophs with frequencies of between 10(-4) and 10(-5) per sensitive, viable cell. Four different, nonhomologous insertion sequences (ISs) were identified at different positions within the chromosomal pyrEF locus of these mutants. They ranged in size from 1,058 to 1,439 bp and possessed properties typical of known transposable elements, i.e., terminal inverted repeats, flanking duplicated target sequences, and putative transposase genes encoding motifs that are indicative of the IS4-IS5 IS element families. Between 12 and 25 copies of each IS element were found in chromosomal DNAs by Southern analyses. While characteristic fingerprint patterns created by IS element-specific probes were observed with genomic DNA of different S. solfataricus strains, no homologous sequences were identified in DNA of other well-characterized strains of the order Sulfolobales.
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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".